{
  "name": "GPU Economy - providers",
  "description": "Every cloud GPU provider tracked or listed, with how its prices are read, which product partition its region label means, and how many models and quotes it currently contributes.",
  "license": "CC BY 4.0",
  "attribution": "GPU Economy (https://gpueconomy.com)",
  "data_updated_at": "2026-11-05T00:40:26.482104+00:00",
  "count": 127,
  "providers": [
    {
      "id": "gmi-cloud",
      "name": "GMI Cloud",
      "type": "specialist",
      "website": "https://www.gmicloud.ai/en",
      "pricing_page": "https://www.gmicloud.ai/en/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Advertised starting rates (\"from\") per GPU-hour, on-demand; the rate you are quoted can be higher.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/gmi-cloud",
      "referral_url": "https://console.gmicloud.ai/ref/63AS3K9T",
      "fees": []
    },
    {
      "id": "cudo",
      "name": "Cudo Compute",
      "type": "specialist",
      "website": "https://www.cudocompute.com/",
      "pricing_page": "https://www.cudocompute.com/pricing",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "On-demand rates per data center, named in each row, read from Cudo's open machine-types endpoint, rest.compute.cudo.org/v1/vms/machine-types, which anyone can open without a key and which each row links beside the provider name - Cudo's pricing page, where the name leads, prints \"Quote on request\" for every GPU and no rate (2 October 2026). The rate is the GPU alone - vCPU, memory and storage are billed on top, so a running machine costs more.",
      "notes": "Public machine-types API. gpuPriceHr is the GPU component only - vCPU/RAM/storage billed separately, a runnable instance costs more.",
      "page": "https://gpueconomy.com/providers/cudo",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "GPU only. vCPU ($0.0049/vCPU-hr), RAM ($0.0049/GiB-hr), storage and IPv4 are billed separately (A100 machine type in the official API).",
          "number": 0.0049,
          "unit": "USD/vCPU-hour",
          "confidence": "stated",
          "source_url": "https://rest.compute.cudo.org/v1/vms/machine-types",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Not published. Checked the pricing page, the billing docs, the help FAQ and the full docs text.",
          "number": null,
          "unit": null,
          "confidence": "not published",
          "source_url": "https://docs.cudocompute.com/guides/billing-accounts",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "VM disk storage is $0.00014/GiB-hr, about $0.10/GiB-month on Cudo's 730-hour month. The field is named minStorage, so it may be the lowest storage class.",
          "number": 0.00014,
          "unit": "USD/GiB-hour",
          "confidence": "inferred",
          "source_url": "https://rest.compute.cudo.org/v1/vms/machine-types",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "A stopped VM keeps billing for all its resources. You must delete it to stop charges.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.cudocompute.com/help/general/am-i-charged-if-a-vm-is-stopped-powered-off",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Usage is metered to the nearest second and recalculated hourly. A $10 minimum top-up is needed to deploy.",
          "number": 10,
          "unit": "USD minimum top-up",
          "confidence": "stated",
          "source_url": "https://docs.cudocompute.com/guides/billing-accounts",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "nebius",
      "name": "Nebius",
      "type": "specialist",
      "website": "https://nebius.com",
      "pricing_page": "https://nebius.com/prices",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 12,
      "summary": "On-demand and preemptible rates per GPU-hour. Preemptible capacity can be reclaimed mid-run. Commitment discounts are sold through sales and are not listed.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/nebius",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Preset vCPU and RAM appear inside the GPU-hour for H100/H200/B200/B300/RTX PRO; L40S bills CPU and RAM separately; disks extra",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://nebius.com/prices",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "free: egress and ingress traffic not charged",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://nebius.com/prices",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Network SSD disk $0.071/GiB-month (non-replicated $0.053; shared filesystem $0.08)",
          "number": 0.071,
          "unit": "USD/GiB-month",
          "confidence": "stated",
          "source_url": "https://docs.nebius.com/compute/resources/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Stopped VM: GPU, vCPU, RAM not charged; disks and filesystems keep billing",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.nebius.com/compute/resources/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per second (priced per hour, charged proportionally); no minimum charge published",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.nebius.com/compute/resources/pricing",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "runpod",
      "name": "RunPod",
      "type": "specialist",
      "website": "https://www.runpod.io/",
      "pricing_page": "https://www.runpod.io/pricing",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 39,
      "current_quotes": 65,
      "summary": "Two tiers priced apart and named in each row: Secure Cloud, in RunPod's own data centers, and Community Cloud, on third-party hosts.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/runpod",
      "referral_url": "https://www.runpod.io/?ref=4b4jt5k3",
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "vCPU and RAM listed with each GPU rate; container and volume disk billed separately per GB-month",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://www.runpod.io/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "free: no fees for data ingress or egress",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://docs.runpod.io/pods/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Volume disk $0.10/GB-month on a running Pod ($0.20 stopped); network volume $0.07/GB-month under 1 TB",
          "number": 0.1,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://docs.runpod.io/pods/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Stopping releases the GPU (no GPU charge); volume disk keeps billing at $0.20/GB-month, container disk not charged",
          "number": 0.2,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://docs.runpod.io/pods/manage-pods",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per second; at least one hour of credits needed to deploy an on-demand Pod (not a minimum charge)",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.runpod.io/pods/pricing",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "vast-ai",
      "name": "Vast.ai",
      "type": "marketplace",
      "website": "https://vast.ai",
      "pricing_page": "https://cloud.vast.ai",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 59,
      "current_quotes": 111,
      "summary": "A marketplace where hosts set their own prices. Each figure is a floor - the median of the five cheapest verified single-GPU offers - withheld when too few offers are listed. Machines with several GPUs are a separate row.",
      "notes": "auction pricing, API only; trimmed floor of the 5 cheapest verified single-GPU offers, withheld when the window cannot carry a floor (fewer than 3 offers, or a median over 3x the cheapest ask)",
      "page": "https://gpueconomy.com/providers/vast-ai",
      "referral_url": "https://cloud.vast.ai/?ref_id=719015",
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "GPU rate includes a GPU-proportional share of host CPU and RAM; storage and bandwidth priced separately",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.vast.ai/guides/instances/overview",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Set by each host per offer ($/TB), charged on every byte up and down, in any instance state; no platform-wide rate",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.vast.ai/guides/reference/billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Set by each host per offer, charged on allocated disk size; no platform-wide price",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.vast.ai/guides/reference/billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "GPU rental stops; storage keeps billing until the instance is deleted (bandwidth billed in any state)",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.vast.ai/guides/reference/billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per second while active; credits must be prepaid; no minimum charge published",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.vast.ai/guides/reference/billing",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "jarvislabs",
      "name": "Jarvislabs",
      "type": "specialist",
      "website": "https://jarvislabs.ai",
      "pricing_page": "https://jarvislabs.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 7,
      "summary": "On-demand rates per GPU-hour, one per GPU model.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/jarvislabs",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Included: vCPU and RAM, listed with each GPU's per-GPU-hour price. Storage is billed separately at $0.10/GB-month.",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://jarvislabs.ai/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free in-region. No price is published for internet egress.",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://jarvislabs.ai/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Instance storage: $0.10 per GB-month.",
          "number": 0.1,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://jarvislabs.ai/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Pausing releases the GPU and stops compute billing. Stored data bills at $0.00014/GB-hr and is deleted if the balance goes negative.",
          "number": 0.00014,
          "unit": "USD/GB-hour",
          "confidence": "stated",
          "source_url": "https://docs.jarvislabs.ai/faqs/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per minute. No minimum charge stated.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.jarvislabs.ai/faqs/",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "ovhcloud",
      "name": "OVHcloud",
      "type": "specialist",
      "website": "https://us.ovhcloud.com/",
      "pricing_page": "https://us.ovhcloud.com/public-cloud/gpu/",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "L4 and L40S from the US catalog in dollars; H100, A100 and H200 from the French catalog in euros, shown with the listed euro price and the ECB rate of the day. On-demand.",
      "notes": "US catalog in USD (L4/L40S); H100/A100/H200 come from the French catalog in EUR, shown with the ECB rate.",
      "page": "https://gpueconomy.com/providers/ovhcloud",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Included: vCPU, RAM and local NVMe (l40s-90: 15 vCore, 90 GB, 400 GB NVMe). Public IPv4 billed separately since 2026-10-01.",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://us.ovhcloud.com/public-cloud/prices/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Outbound included (free), except in Asia-Pacific: 1 TB/month per project, then per-GB (rate not shown).",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://us.ovhcloud.com/public-cloud/prices/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Block Storage Classic: $0.000066/GB-hour, about $0.04818/GB-month. High Speed and High Speed Gen2: about $0.09636/GB-month.",
          "number": 0.04818,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://us.ovhcloud.com/public-cloud/prices/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "A stopped or paused instance bills at the same rate. Shelved: only the snapshot bills. From OVHcloud global docs; the US support article returned 403.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.ovhcloud.com/en/guides/public-cloud/cross-functional/analyze-billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Hourly plan billed per second after a 1-minute minimum, or a monthly plan. From OVHcloud global docs; the US support article returned 403.",
          "number": null,
          "unit": "per second",
          "confidence": "stated",
          "source_url": "https://docs.ovhcloud.com/en/guides/public-cloud/cross-functional/analyze-billing",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "lambda",
      "name": "Lambda",
      "type": "specialist",
      "website": "https://lambda.ai",
      "pricing_page": "https://lambda.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 10,
      "current_quotes": 10,
      "summary": "On-demand rates per GPU-hour for 1-, 2-, 4- and 8-GPU instances. Reserved 1-Click Cluster pricing is by quote and not listed.",
      "notes": "Pricing page lists per-GPU rates for 1x/2x/4x/8x configs (old per-node note is stale). 1-Click Cluster reserved rates are contact-sales, not scraped.",
      "page": "https://gpueconomy.com/providers/lambda",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Per-GPU rate covers vCPU, RAM and local SSD listed per instance (8x H100 SXM: 208 vCPU, 1800 GiB, 22 TiB SSD)",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://lambda.ai/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free: no egress fees",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://lambda.ai/instances",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Filesystem rate not published; docs' $0.20/GiB-month is an example that may not be current; price shown at creation",
          "number": null,
          "unit": null,
          "confidence": "not published",
          "source_url": "https://docs.lambda.ai/public-cloud/billing/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "No stop state: instances run until terminated; OS shutdown leaves billing on. Filesystems bill while they exist",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.lambda.ai/public-cloud/on-demand/creating-managing-instances/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "One-minute increments, from passing health checks to termination; no minimum published",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.lambda.ai/public-cloud/billing/",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "modal",
      "name": "Modal",
      "type": "specialist",
      "website": "https://modal.com",
      "pricing_page": "https://modal.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 11,
      "current_quotes": 11,
      "summary": "Serverless: GPUs are billed by the second while a function runs, shown here as a GPU-hour. There is no instance to rent, and CPU and memory are billed separately.",
      "notes": "per-second serverless",
      "page": "https://gpueconomy.com/providers/modal",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "vultr",
      "name": "Vultr",
      "type": "specialist",
      "website": "https://www.vultr.com/",
      "pricing_page": "https://www.vultr.com/pricing/",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 7,
      "summary": "Read from Vultr's own open plans endpoint, api.vultr.com/v2/plans-metal, which anyone can open without a key and which each row links beside the provider name; the name leads to Vultr's pricing page, which answers our reader 403 but opens in a browser. Each plan there is priced twice, on demand and preemptible, and says of each price whether it can be deployed that way; only a price it says you can deploy is shown here. Prices are for the whole machine, divided by its number of GPUs. Plans that sell a fraction of a GPU are not listed.",
      "notes": "bare-metal plans endpoint /v2/plans-metal (keyless); a rate is published only where the endpoint says the plan can be deployed that way (deploy_ondemand, deploy_preemptible), so eight plans that state an hourly_cost while saying deploy_ondemand:false are not published as on-demand rates; preemptible recorded as spot, and skipped when equal to the plan's own on-demand price (the same figure twice); the fractional cloud GPU plans in /v2/plans are not read",
      "page": "https://gpueconomy.com/providers/vultr",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "The bare-metal GPU plan bundles CPU, RAM, local NVMe and a bandwidth allowance in one hourly_cost. www.vultr.com/pricing returned 403.",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://api.vultr.com/v2/plans-metal?per_page=500",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Plan allowance (15,360 GB on the GPU bare-metal plans), then $0.01/GB. Inbound is not metered.",
          "number": 0.01,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://docs.vultr.com/support/platform/billing/what-is-the-bandwidth-overage-rate",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "A stopped instance keeps billing in full (CPU, RAM, storage, IP) until it is destroyed.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.vultr.com/support/platform/billing/are-stopped-instances-still-billed-on-vultr",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Hourly, minimum one hour. Monthly cap of 730 h for Cloud GPU and 672 h for bare metal (our rows are bare metal).",
          "number": null,
          "unit": "per hour",
          "confidence": "stated",
          "source_url": "https://docs.vultr.com/support/platform/billing/how-am-i-billed-for-my-servers",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "scaleway",
      "name": "Scaleway",
      "type": "specialist",
      "website": "https://www.scaleway.com/en/",
      "pricing_page": "https://www.scaleway.com/en/pricing/gpu/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 9,
      "summary": "Prices in euros for the Paris and Warsaw zones, named in each row, shown with the listed euro price and the ECB rate of the day. The pricing page rounds the hourly figure; the exact per-minute rate times 60 is used here. On-demand.",
      "notes": "Prices in EUR (fr-par, pl-waw), read from the pricing page data; shown with the ECB daily rate. Not in the Price Index (USD listings only).",
      "page": "https://gpueconomy.com/providers/scaleway",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "The rate covers vCPU, RAM and scratch NVMe (H100). The system Block Storage volume (125 GB minimum for a GPU OS) and the IPv4 are billed separately.",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://www.scaleway.com/en/docs/instances/faq/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free: Scaleway says Instance list prices include egress. Stated on the Virtual Instances page; the GPU price page is silent.",
          "number": 0,
          "unit": "EUR/GB",
          "confidence": "inferred",
          "source_url": "https://www.scaleway.com/en/pricing/virtual-instances/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Block Storage 5K (lowest tier): €0.000130/GB-hour, about €0.095/GB-month at 730 h. The 15K tier is €0.000177/GB-hour.",
          "number": 0.00013,
          "unit": "EUR/GB-hour",
          "confidence": "stated",
          "source_url": "https://www.scaleway.com/en/pricing/storage/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Powered off: compute billing stops, but storage volumes and IPs keep billing. Standby is charged as a running instance.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://www.scaleway.com/en/docs/instances/faq/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "GPU Instances billed per minute of uptime (RENDER-S per hour). No minimum charge published.",
          "number": null,
          "unit": "per minute",
          "confidence": "stated",
          "source_url": "https://www.scaleway.com/en/docs/instances/faq/",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "tensordock",
      "name": "TensorDock",
      "type": "marketplace",
      "website": "https://www.tensordock.com/",
      "pricing_page": "https://www.tensordock.com/",
      "source_kind": "api",
      "regions": null,
      "scraped": false,
      "models_tracked": 0,
      "current_quotes": 0,
      "summary": "Not listed: its marketplace API has returned no machines since TensorDock was acquired by Voltage Park. The reason and the date to look again are in the list of providers we do not list.",
      "notes": "NOT SCRAPED: marketplace API returns an empty hostnode list after the Voltage Park acquisition (checked Sep 2026). Re-check later.",
      "page": "https://gpueconomy.com/providers/tensordock",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "together",
      "name": "Together AI",
      "type": "specialist",
      "website": "https://www.together.ai/",
      "pricing_page": "https://www.together.ai/gpu-clusters",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 7,
      "summary": "GPU cluster rates per GPU-hour: on-demand, and a reserved rate whose term the page does not state. Per-token inference pricing is a different product and not listed.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/together",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Per-GPU hourly rate; node vCPU/RAM not priced separately; local NVMe per node (ephemeral); shared storage billed separately",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://docs.together.ai/docs/gpu-clusters-overview",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "free: no data transfer fees in or out of the cluster",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://docs.together.ai/docs/gpu-clusters-billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Shared filesystem $0.16/GiB-month; minimum volume size 1 TiB",
          "number": 0.16,
          "unit": "USD/GiB-month",
          "confidence": "stated",
          "source_url": "https://www.together.ai/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "No pause: reserved billed for full term, on-demand stops only on termination; storage keeps billing without a cluster",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.together.ai/docs/gpu-clusters-billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "On-demand per hour of cluster runtime; reserved 1-90 days paid upfront, non-refundable; preemptible metered every 1-2 min",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.together.ai/docs/gpu-clusters-overview",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "datacrunch",
      "name": "Verda",
      "type": "specialist",
      "website": "https://verda.com",
      "pricing_page": "https://verda.com/pricing",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 12,
      "current_quotes": 24,
      "summary": "On-demand and spot rates per instance type. Multi-GPU instances are priced whole; the rate here is divided by the GPU count.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/datacrunch",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "CPUs and RAM listed with each GPU instance price; OS and block volumes billed separately as storage",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://verda.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "not published (pricing page, billing docs, instance and terms pages checked)",
          "number": null,
          "unit": null,
          "confidence": "not published",
          "source_url": "https://docs.verda.com/welcome-to-verda/pricing-and-billing/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "NVMe block storage $0.20/GiB-month (shared filesystem also $0.20)",
          "number": 0.2,
          "unit": "USD/GiB-month",
          "confidence": "stated",
          "source_url": "https://verda.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Shut-down instances keep billing in full; kept volumes keep billing until deleted",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.verda.com/cpu-and-gpu-instances/shutdown-hibernate-and-delete/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Prepaid 10-minute increments; unused part refunded if terminated early",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.verda.com/welcome-to-verda/pricing-and-billing/",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "hyperstack",
      "name": "Hyperstack",
      "type": "specialist",
      "website": "https://www.hyperstack.cloud/",
      "pricing_page": "https://www.hyperstack.cloud/gpu-pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 10,
      "current_quotes": 24,
      "summary": "On-demand, spot and reserved rates per GPU-hour. The reserved term is not stated on the pricing page.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/hyperstack",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Included in the GPU rate: vCPU, RAM, root disk and ephemeral local NVMe. Only the GPUs are billed.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.hyperstack.cloud/docs/billing/pricebook/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free: no charge for egress, ingress or bandwidth.",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://www.hyperstack.cloud/gpu-pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Shared Storage Volumes (Cloud-SSD): $0.000096774/GB-hour, about $0.07/GB-month. Billed even when not attached to a VM.",
          "number": 0.07,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://docs.hyperstack.cloud/docs/faq/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "A stopped (SHUTOFF) VM bills in full, GPU included. A HIBERNATED VM bills only its storage and any retained public IP.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.hyperstack.cloud/docs/faq/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Billed per minute (prepaid on-demand). No minimum charge published.",
          "number": null,
          "unit": "per minute",
          "confidence": "stated",
          "source_url": "https://www.hyperstack.cloud/gpu-pricing",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "gcore",
      "name": "Gcore",
      "type": "specialist",
      "website": "https://gcore.com/",
      "pricing_page": "https://gcore.com/pricing/ai",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 9,
      "summary": "Gcore prices GPUs three ways on one page, and the same card costs a different amount in each: a whole bare-metal cluster by the hour, a one-GPU deployment on its Everywhere Inference endpoints, and a virtual machine. Each rate here says which of the three it came from. Prices are listed in euro and shown with the ECB rate used to convert them; the page notes that VAT is not included.",
      "notes": "three products on one page, each read under its own name in the region column (Bare Metal GPU Clusters, Everywhere Inference, Virtual GPU); prices listed in EUR and converted with the ECB rate, so out of the Price Index; bare 1xH100 names no form factor and is the neutral h100; the GB300 NVL72 column prints no rate and is not read",
      "page": "https://gpueconomy.com/providers/gcore",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Included: each listed configuration bundles vCPU, RAM and local SSD/NVMe in one price, e.g. Virtual GPU 1×H100 with 24 vCPU, 232 GB RAM and 1250 GB. Prices exclude VAT.",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://gcore.com/pricing/ai",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free egress from GPU clusters. Gcore's cloud docs also say Bare Metal outgoing traffic is billed separately, but no per-GB price is published.",
          "number": 0,
          "unit": "EUR/GB",
          "confidence": "stated",
          "source_url": "https://docs.gcore.com/edge-ai/ai-infrastructure/about-gpu-cloud",
          "checked_at": "2026-10-13"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "File Shares (the persistent storage named for GPU clusters): €0.10 per GB, billing period not stated. Block volume price is not on a static page.",
          "number": 0.1,
          "unit": "EUR/GB (period not stated)",
          "confidence": "stated",
          "source_url": "https://gcore.com/cloud/file-shares",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Bare Metal GPUs bill until deleted, even when not running. Shelving a Virtual GPU stops compute billing. Volumes and IPs bill until deleted.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.gcore.com/cloud/billing",
          "checked_at": "2026-10-13"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per minute while in use, pay-as-you-go. A balance of at least €4/$4 is needed to start.",
          "number": 4,
          "unit": "EUR minimum top-up",
          "confidence": "stated",
          "source_url": "https://docs.gcore.com/cloud/billing",
          "checked_at": "2026-10-13"
        }
      ]
    },
    {
      "id": "intelion",
      "name": "Intelion Cloud",
      "type": "specialist",
      "website": "https://intelion.cloud/",
      "pricing_page": "https://intelion.cloud/gpu_server_configurator/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Moscow GPU cloud. Prices are listed in roubles and include Russian VAT, as the page prints them, and cover the card alone: CPU, memory and disk are added on top in the configurator. Billed per second. The dollar figure uses the Bank of Russia's official rate of the day.",
      "notes": "RUB listing, Moscow, VAT included as printed (\"price for the card itself, with VAT; vCPU, memory and disk are added\"), so scope gpu_only; converted at the Bank of Russia rate of the day; only cards with a configurator link are read - H100 SXM and H200 had none on 2026-09-28 and their own pages printed other figures beside \"currently absent\"; the 48 GB RTX 4090 is a modified board, unmapped",
      "page": "https://gpueconomy.com/providers/intelion",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "lyceum",
      "name": "Lyceum",
      "type": "specialist",
      "website": "https://lyceum.technology/",
      "pricing_page": "https://lyceum.technology/resources/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 12,
      "summary": "Each rate is one GPU on an on-demand virtual machine with root access, billed per second. Lyceum's serverless jobs and inference endpoints are priced differently and are not shown here.",
      "notes": "On-demand VM table only (after \"Full root access\"); the serverless and endpoint tables are other products at other prices. Bare H100 is the neutral h100.",
      "page": "https://gpueconomy.com/providers/lyceum",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "aws",
      "name": "Amazon Web Services",
      "type": "hyperscaler",
      "website": "https://aws.amazon.com",
      "pricing_page": "https://aws.amazon.com/ec2/pricing/on-demand/",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 13,
      "current_quotes": 13,
      "summary": "Amazon EC2 on-demand rates for Linux instances in us-east-1 (N. Virginia). Most GPU instances carry several GPUs and are priced per instance; the rate here is that price divided by the GPU count. Spot rates are not included.",
      "notes": "EC2 on-demand, Linux, us-east-1 only; instance price stored per node with GPU count (p5 = 8x H100). Spot needs signed API calls - not recorded.",
      "page": "https://gpueconomy.com/providers/aws",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Instance price covers vCPU, RAM and local NVMe instance store (p5.48xlarge: 192 vCPU, 2 TiB, 8x3.84 TB NVMe); EBS volumes billed separately",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://aws.amazon.com/ec2/instance-types/p5/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "100 GB/month free across AWS, then $0.09/GB for the first 10 TB/month out to internet, US East (N. Virginia)",
          "number": 0.09,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AWSDataTransfer/current/us-east-1/index.json",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "EBS gp3 $0.08/GB-month in US East (N. Virginia); gp2 $0.10",
          "number": 0.08,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://b0.p.awsstatic.com/pricing/2.0/meteredUnitMaps/ec2/USD/current/ebs.json",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Stopped instance not billed for usage; attached EBS volumes (and Elastic IPs) keep billing",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ec2-instance-lifecycle.html",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per second, one-minute minimum each time the instance starts (Linux)",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ec2-instance-lifecycle.html",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "crusoe",
      "name": "Crusoe",
      "type": "specialist",
      "website": "https://www.crusoe.ai/",
      "pricing_page": "https://www.crusoe.ai/cloud/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 7,
      "summary": "On-demand rates per GPU-hour. Spot rates and some Blackwell and AMD rates are available by quote only and are not listed.",
      "notes": "Blackwell quote-only",
      "page": "https://gpueconomy.com/providers/crusoe",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Local NVMe (ephemeral) included; instance types bundle vCPU and RAM; persistent and OS disks billed separately",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://docs.crusoecloud.com/storage/disks/overview/index.html",
          "checked_at": "2026-10-13"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "free: no charge for ingress or egress, in VPC or to/from internet",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://www.crusoe.ai/cloud/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Persistent disk $0.08/GiB-month (shared disks $0.07)",
          "number": 0.08,
          "unit": "USD/GiB-month",
          "confidence": "stated",
          "source_url": "https://www.crusoe.ai/cloud/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Stopped on-demand VM: no compute charge; 128 GB OS disk billed at $0.08/GiB-month; reserved VMs bill regardless",
          "number": 0.08,
          "unit": "USD/GiB-month",
          "confidence": "stated",
          "source_url": "https://docs.crusoecloud.com/compute/virtual-machines/overview/index.html",
          "checked_at": "2026-10-13"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per second while running (pricing FAQ says per-hour or per-second); no minimum commitment",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.crusoecloud.com/compute/virtual-machines/overview/index.html",
          "checked_at": "2026-10-13"
        }
      ]
    },
    {
      "id": "e2e",
      "name": "E2E Networks",
      "type": "specialist",
      "website": "https://www.e2enetworks.com/",
      "pricing_page": "https://www.e2enetworks.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 12,
      "current_quotes": 12,
      "summary": "On-demand rates per GPU-hour, before taxes, from an operator with data centers in India. Monthly and annual plans are quoted by sales and not listed.",
      "notes": "per GPU-hour USD table; raises on a non-USD figure; bare H100 unmapped",
      "page": "https://gpueconomy.com/providers/e2e",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "azure",
      "name": "Microsoft Azure",
      "type": "hyperscaler",
      "website": "https://azure.microsoft.com/en-us",
      "pricing_page": "https://azure.microsoft.com/en-us/pricing/details/virtual-machines/linux/",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 11,
      "current_quotes": 50,
      "summary": "Linux virtual machines: pay-as-you-go, spot, and 1- and 3-year reserved rates. For each VM size the cheapest region is shown and named in the row. Multi-GPU VMs are priced per VM; the rate here is divided by the GPU count.",
      "notes": "Retail Prices API, Linux VMs; cheapest region per SKU kept, region = armRegionName. ND/NC series priced per VM, stored per node with GPU count. Spot recorded; Low Priority skipped.",
      "page": "https://gpueconomy.com/providers/azure",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "VM price includes vCPU, RAM and local temp disk only; OS and data managed disks billed separately",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://azure.microsoft.com/en-us/pricing/details/virtual-machines/linux/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "First 100 GB/month free, then $0.087/GB for next 10 TB, from North America (Microsoft premium network routing)",
          "number": 0.087,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://azure.microsoft.com/en-us/pricing/details/bandwidth/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Premium SSD LRS P30 (1 TiB) $135.17/month in East US, about $0.132/GiB-month; Premium SSD v2 $0.00011/GiB-hour",
          "number": 0.132,
          "unit": "USD/GiB-month",
          "confidence": "inferred",
          "source_url": "https://prices.azure.com/api/retail/prices?$filter=serviceName%20eq%20'Storage'%20and%20armRegionName%20eq%20'eastus'%20and%20productName%20eq%20'Premium%20SSD%20Managed%20Disks'",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Stopped (allocated) keeps billing compute; Stopped (deallocated) stops compute billing, disks and networking still charged",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://learn.microsoft.com/en-us/azure/virtual-machines/states-billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per full minute; partial minute not charged; no minimum published",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://azure.microsoft.com/en-us/pricing/details/virtual-machines/linux/",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "koyeb",
      "name": "Koyeb",
      "type": "specialist",
      "website": "https://www.koyeb.com/",
      "pricing_page": "https://www.koyeb.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 9,
      "current_quotes": 9,
      "summary": "Serverless GPU instances that scale to zero and are billed by the second, shown here as an hour. Each price covers the whole instance, with CPU, memory and disk included.",
      "notes": "serverless GPU instances, whole-instance hourly price; bare H100 unmapped",
      "page": "https://gpueconomy.com/providers/koyeb",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "replicate",
      "name": "Replicate",
      "type": "specialist",
      "website": "https://replicate.com/",
      "pricing_page": "https://replicate.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Models run on hardware billed by the second - public models for the seconds a request runs, private ones for all the time their instances are up - shown here as an hour; each price is an instance with its CPU and memory. H200 and 4- or 8-GPU machines are sold by contract and are not listed.",
      "notes": "self-serve hardware table only, hourly figure as printed, instance scope (CPU and RAM included); Additional hardware (H200, 4x/8x) is by committed-spend contract and not read; bare H100 is the neutral h100",
      "page": "https://gpueconomy.com/providers/replicate",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "coreweave",
      "name": "CoreWeave",
      "type": "specialist",
      "website": "https://coreweave.com",
      "pricing_page": "https://coreweave.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 10,
      "current_quotes": 22,
      "summary": "CoreWeave prices most GPUs as 8-GPU HGX nodes; the rate here is the node price divided by 8. On-demand and spot. GB200 and B300 on-demand are available by quote only and are not listed.",
      "notes": "Rate card priced per 8-GPU HGX node - parser stores per_node with gpu_count, DB derives per-GPU. GB200 and B300 on-demand are quote-only; B300 spot is published.",
      "page": "https://gpueconomy.com/providers/coreweave",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Instance price listed with its vCPU, RAM and local NVMe (HGX H100: 128 vCPU, 2,048 GB, 61.44 TB) at $49.24/hr",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://coreweave.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free: no charge for data transfer to the internet",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://coreweave.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Distributed File Storage $0.070/GB-month (binary GB); billed on provisioned capacity",
          "number": 0.07,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://coreweave.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Not published; nodes have no stopped state on the pricing or billing pages. DFS billed on provisioned capacity",
          "number": null,
          "unit": null,
          "confidence": "not published",
          "source_url": "https://docs.coreweave.com/products/storage/distributed-file-storage/about",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Increment and minimum not published; usage counted in instance-hours, attributed every 30 seconds",
          "number": null,
          "unit": null,
          "confidence": "not published",
          "source_url": "https://docs.coreweave.com/platform/capacity-plans",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "empiriolabs",
      "name": "EmpirioLabs",
      "type": "specialist",
      "website": "https://empiriolabs.ai/",
      "pricing_page": "https://empiriolabs.ai/gpu-cloud",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 29,
      "current_quotes": 29,
      "summary": "Each rate is one card billed per second at the hourly figure, from allocation until stopped; the page also shows how many are available, which this site does not track - a listed price can be out of stock.",
      "notes": "GPU Cloud table: one row per card (name, VRAM, availability, $/hr); an \"N-GPU node\" row is a node price with its count; \"0 available\" rows are published as listed; bare H100 is the neutral h100. /pricing is per-token and not read.",
      "page": "https://gpueconomy.com/providers/empiriolabs",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "enverge",
      "name": "Enverge",
      "type": "specialist",
      "website": "https://enverge.ai/",
      "pricing_page": "https://enverge.ai/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "Each rate is a single-GPU machine billed by the minute, run on surplus renewable energy; when the fleet is full the page offers a free queue instead.",
      "notes": "Catalogue on the home page (/pricing is a 404); single-GPU rows only - the DGX Spark GB10 is not a tracked card.",
      "page": "https://gpueconomy.com/providers/enverge",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "ecohash",
      "name": "EcoHash",
      "type": "specialist",
      "website": "https://ecohash.com/",
      "pricing_page": "https://ecohash.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "One GPU-hour rate for dedicated inference, workspace instances and clusters alike, billed per second of running time.",
      "notes": "GPU Compute table, per GPU-hour, one card on 2026-09-26 (RTX Pro 6000); the rest of the page is per-token model pricing.",
      "page": "https://gpueconomy.com/providers/ecohash",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "hyperbolic",
      "name": "Hyperbolic",
      "type": "specialist",
      "website": "https://www.hyperbolic.ai/",
      "pricing_page": "https://www.hyperbolic.ai/marketplace",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "Hyperbolic publishes one rate per card and calls it a starting price: the figure is the cheapest its platform offers that week, not the price of a configuration you pick, and the page says it is refreshed weekly from the best available rates from its suppliers. You rent from and pay Hyperbolic; no other operator's price appears on the page.",
      "notes": "the \"Starting From (per GPU hour)\" rate card only, sliced between its own header and its closing note; every rate is advertised_from; the competitor comparison on the same page prints multiples and no rates and is not read",
      "page": "https://gpueconomy.com/providers/hyperbolic",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "massed",
      "name": "Massed Compute",
      "type": "specialist",
      "website": "https://massedcompute.com",
      "pricing_page": "https://vm.massedcompute.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 13,
      "current_quotes": 13,
      "summary": "On-demand rates for 1-, 2-, 4- and 8-GPU configurations; the lowest per-GPU rate of each model is shown.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/massed",
      "referral_url": "https://vm.massedcompute.com/signup?referral=Jr5dEfJbnF",
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Included: vCPU, RAM and storage listed with each configuration's hourly price, e.g. RTX PRO 6000 ×1 with 16 vCPU, 144 GB RAM and 725 storage (unit not shown).",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://vm.massedcompute.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free: no bandwidth charges.",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://vm.massedcompute.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Not published. Storage comes only bundled per configuration; the pricing page and billing docs give no separate volume price.",
          "number": null,
          "unit": null,
          "confidence": "not published",
          "source_url": "https://vm.massedcompute.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "A stopped VM keeps billing at the full hourly rate. Only deleting it stops billing.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://vm-docs.massedcompute.com/docs/running-instances/instance-elements",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per minute: the hourly rate divided by 60, debited every minute. Auto-recharge needs a minimum balance of at least $5.",
          "number": 5,
          "unit": "USD minimum balance",
          "confidence": "stated",
          "source_url": "https://vm-docs.massedcompute.com/docs/billing/overview",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "immers",
      "name": "immers.cloud",
      "type": "specialist",
      "website": "https://immers.cloud/",
      "pricing_page": "https://immers.cloud/gpu/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 13,
      "current_quotes": 13,
      "summary": "Russian GPU cloud with immersion-cooled servers. Prices are listed in roubles per hour for whole virtual machines (disk and IP address included), billed from a prepaid balance; the company states it is exempt from VAT, so none is added. Each card shows the machine with the lowest price per GPU, often a multi-GPU one. The dollar figure uses the Bank of Russia's official rate of the day.",
      "notes": "RUB listing; ready-made VMs per card, price includes SSD and external IP (scope instance); one quote per card, the lowest price per GPU, per node with its GPU count; prepayment discounts (10-25%) print no per-row rate and are not read; VAT: the company states it is exempt (art. 145.1 of the Tax Code, FAQ); H100 80 GB names no form factor (neutral h100)",
      "page": "https://gpueconomy.com/providers/immers",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "gcp",
      "name": "Google Cloud",
      "type": "hyperscaler",
      "website": "https://cloud.google.com",
      "pricing_page": "https://cloud.google.com/products/compute/pricing/accelerator-optimized",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 8,
      "current_quotes": 30,
      "summary": "GPU rates in US regions, the cheapest region named in each row: on-demand, spot, and 1- and 3-year commitments. The rate is the GPU alone - the VM's CPU and memory are billed on top, so a running instance costs more.",
      "notes": "Cloud Billing Catalog API (needs GCP_API_KEY). Plain per-GPU-hour SKUs in US regions, cheapest region kept; commitments/reserved/DWS skipped. GPU component only - A3/A2 VMs bill CPU and RAM separately. Some spot SKUs carry usageType OnDemand; type is decided from the description.",
      "page": "https://gpueconomy.com/providers/gcp",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Listed A3/A2 price includes GPUs, vCPU, memory and bundled Local SSD (a3-highgpu-8g: 208 vCPU, 1,871 GB, 6,000 GiB SSD); boot disk extra",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://cloud.google.com/products/compute/pricing/accelerator-optimized",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Premium Tier (default), us-central1 to North America: first 1 GiB free, then $0.12/GiB up to 1 TiB",
          "number": 0.12,
          "unit": "USD/GiB",
          "confidence": "stated",
          "source_url": "https://cloud.google.com/vpc/network-pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Balanced Persistent Disk $0.000136986/GiB-hour in us-central1, about $0.10/GiB-month; Hyperdisk Balanced about $0.08 plus IOPS/throughput",
          "number": 0.1,
          "unit": "USD/GiB-month",
          "confidence": "inferred",
          "source_url": "https://cloud.google.com/compute/disks-image-pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Stopped instance: no vCPU/memory charge; disks and external IPs billed regardless of state",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.cloud.google.com/compute/docs/instances/instance-lifecycle",
          "checked_at": "2026-10-13"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per second after a 1-minute minimum (vCPUs, GPUs, memory)",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://cloud.google.com/products/compute/pricing",
          "checked_at": "2026-10-13"
        }
      ]
    },
    {
      "id": "northflank",
      "name": "Northflank",
      "type": "specialist",
      "website": "https://northflank.com/",
      "pricing_page": "https://northflank.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 7,
      "summary": "A container platform: the GPU is priced per hour on its own, with CPU and memory billed as separate units, so a running service costs more than the GPU figure.",
      "notes": "GPU per hour, CPU and memory priced as separate units; bare H100 unmapped",
      "page": "https://gpueconomy.com/providers/northflank",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "baseten",
      "name": "Baseten",
      "type": "specialist",
      "website": "https://www.baseten.co/",
      "pricing_page": "https://www.baseten.co/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 6,
      "summary": "Dedicated model deployments billed by the minute and scaled down when idle, shown here as an hour; each price is a GPU instance with its CPU and memory.",
      "notes": "dedicated deployments per minute x 60, instance; bare H100 unmapped",
      "page": "https://gpueconomy.com/providers/baseten",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "fal",
      "name": "fal",
      "type": "specialist",
      "website": "https://fal.ai/",
      "pricing_page": "https://fal.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "Serverless: billed by the second for as long as a runner is up, per GPU, shown here as an hour; each machine type comes with its CPU and memory. The list price is recorded, not the \"as low as\" figure offered to custom deployments through sales.",
      "notes": "Serverless list price per GPU-hour, instance scope; \"As low as\" column (custom deployments via sales) not read; Compute rates are dashboard-only; bare H100 is the neutral h100",
      "page": "https://gpueconomy.com/providers/fal",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "voltage-park",
      "name": "Voltage Park",
      "type": "specialist",
      "website": "https://voltagepark.com",
      "pricing_page": "https://voltagepark.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": false,
      "models_tracked": 0,
      "current_quotes": 0,
      "summary": "Not listed: the pricing page gives only a \"starts at\" figure for H100s, and on-demand pricing is by contact.",
      "notes": null,
      "page": "https://gpueconomy.com/providers/voltage-park",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "latitude",
      "name": "Latitude.sh",
      "type": "specialist",
      "website": "https://www.latitude.sh/",
      "pricing_page": "https://www.latitude.sh/",
      "source_kind": "api",
      "regions": null,
      "scraped": false,
      "models_tracked": 0,
      "current_quotes": 0,
      "summary": "On hold: every GPU plan is priced \"starting at\", the cheapest location. Listed once plans are priced per location, so that a floor never passes for a rate.",
      "notes": "bare metal",
      "page": "https://gpueconomy.com/providers/latitude",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "oracle",
      "name": "Oracle Cloud (OCI)",
      "type": "hyperscaler",
      "website": "https://www.oracle.com/cloud/",
      "pricing_page": "https://www.oracle.com/cloud/price-list/#pricing-compute",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 14,
      "current_quotes": 14,
      "summary": "One global list price per GPU-hour, on-demand.",
      "notes": "Public price list API, already per GPU per hour, single global list price. Cloud@Customer SKUs skipped.",
      "page": "https://gpueconomy.com/providers/oracle",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Bare-metal GPU shape billed per GPU-hour, no separate OCPU line; BM.GPU.H100.8 has 112 OCPU, 2048 GB RAM, 16x3.84 TB NVMe; block/boot volumes extra",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://docs.oracle.com/en-us/iaas/Content/Compute/References/computeshapes.htm",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "First 10 TB/month free, then $0.0085/GB, originating in North America/Europe/UK",
          "number": 0.0085,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://www.oracle.com/cloud/price-list/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Block Volume Balanced: $0.0255/GB-month storage + 10 VPUs ($0.017) = $0.0425/GB-month",
          "number": 0.0425,
          "unit": "USD/GB-month",
          "confidence": "inferred",
          "source_url": "https://www.oracle.com/cloud/price-list/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Stopped GPU instances keep billing (except VM.GPU.A10 series); must terminate to stop billing",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.oracle.com/en-us/iaas/Content/Compute/Tasks/resource-billing-stopped-instances.htm",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per second; bare-metal (incl. BM.GPU) minimum one hour, VMs minimum one minute",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.oracle.com/en-us/iaas/releasenotes/changes/20facdce-34bf-4648-a0a7-de5db73657ce/",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "paperspace",
      "name": "Paperspace",
      "type": "specialist",
      "website": "https://www.paperspace.com/",
      "pricing_page": "https://docs.digitalocean.com/products/paperspace/pricing/",
      "source_kind": "html",
      "regions": [
        "Paperspace",
        "GPU Droplets"
      ],
      "scraped": true,
      "models_tracked": 15,
      "current_quotes": 24,
      "summary": "Two product lines priced apart and named in each row: Paperspace machines and DigitalOcean GPU Droplets. On-demand, plus 12-month reserved for Droplets. Multi-GPU machines are divided by the GPU count.",
      "notes": "Two product lines at different prices, kept apart by the region label: Paperspace machines (docs pricing tables, H100 $5.95) and GPU Droplets (digitalocean.com, H100 $4.41 on-demand, $3.26 reserved 12mo). Nodes recorded per_node. AMD MI300X/MI325X and the P/Quadro series are not tracked.",
      "page": "https://gpueconomy.com/providers/paperspace",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Machine rate covers the GPU machine; storage, public IP addresses and other add-ons are billed on top, hourly",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://docs.digitalocean.com/products/paperspace/pricing/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free: no charge for ingress or egress on Paperspace Machines",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://docs.digitalocean.com/products/paperspace/pricing/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Block storage in size tiers with an hourly price and a monthly cap: 50 GB $0.0074/hr, at most $5.00/month",
          "number": 5,
          "unit": "USD/month for 50 GB",
          "confidence": "stated",
          "source_url": "https://docs.digitalocean.com/products/paperspace/pricing/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Powering off stops compute billing; storage, public IPs and add-ons keep billing hourly until destroyed",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.digitalocean.com/products/paperspace/pricing/",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Hourly, by machine type; no minimum published",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.digitalocean.com/products/paperspace/pricing/",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "cerebrium",
      "name": "Cerebrium",
      "type": "specialist",
      "website": "https://cerebrium.ai/",
      "pricing_page": "https://cerebrium.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 10,
      "current_quotes": 10,
      "summary": "Serverless: GPUs are billed by the second while code runs, shown here as a GPU-hour, with memory and storage billed separately.",
      "notes": "serverless GPU per second x 3600, GPU only; bare H100 unmapped",
      "page": "https://gpueconomy.com/providers/cerebrium",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "civo",
      "name": "Civo",
      "type": "specialist",
      "website": "https://www.civo.com/",
      "pricing_page": "https://www.civo.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 20,
      "summary": "Each rate is the one-GPU size with the CPU, memory and NVMe disk it includes; data transfer is free. The commitment rates are for a 12- or 36-month term; Civo also offers 6 and 24 months, not shown here.",
      "notes": "One table per GPU; the 1 x size read (larger sizes are exact multiples); on-demand plus 12- and 36-month commitments, the 6- and 24-month terms not recorded. H100 table headed H100 SXM.",
      "page": "https://gpueconomy.com/providers/civo",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Included: vCPU, RAM, local NVMe and free data transfer. The H100 Small is 23 vCPU, 184 GB RAM, 200 GB NVMe.",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://www.civo.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free and unlimited. No egress or ingress fees.",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://www.civo.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Persistent volumes: $0.11/GB-month ($0.000149/GB-hour).",
          "number": 0.11,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://www.civo.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "A stopped instance bills the same as a running one, at the full hourly price, until it is deleted.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://www.civo.com/docs/account/billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Hourly, rounded up to the next full hour, so the effective minimum is one hour. Invoiced monthly.",
          "number": null,
          "unit": "per hour",
          "confidence": "stated",
          "source_url": "https://www.civo.com/docs/account/billing",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "packet-ai",
      "name": "packet.ai",
      "type": "specialist",
      "website": "https://packet.ai/",
      "pricing_page": "https://packet.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 7,
      "summary": "Two plans are priced by the hour. Dedicated gives you the whole card, exclusively yours. Dynamic shares the card with other workloads that packet.ai's scheduler places alongside yours, at roughly half the price for the same peak performance and memory. Each card is sold from one location, printed on the page beside it.",
      "notes": "Two plans priced per GPU-hour and read as two quotes, the plan in region: Dedicated (whole card, single-tenant) and Dynamic (shared card, same peak performance and VRAM); \"Launching soon\" cells and the quoted Clusters plan publish no price; the page's comparison table of other providers is not read",
      "page": "https://gpueconomy.com/providers/packet-ai",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "seeweb",
      "name": "Seeweb",
      "type": "specialist",
      "website": "https://www.seeweb.it/en",
      "pricing_page": "https://www.seeweb.it/en/products/cloud-server-gpu",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 10,
      "current_quotes": 20,
      "summary": "Listed in euro, per GPU with its share of CPU, memory and disk; converted at the ECB rate. The 12-month rate is listed beside on-demand; spot is not, because the page gives two different discounts for it. On the H100 card the page's own HTML still shows a four-GPU specification (320 GB, 128 cores) beside the one-GPU price until its script replaces it; the rate here is the one-GPU rate.",
      "notes": "EUR per GPU (bundle.js: rate x GPU count); 12-month rate as reserved_1y; spot not read (tooltip and script disagree)",
      "page": "https://gpueconomy.com/providers/seeweb",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Included: CPU cores, RAM and disk listed in each plan under one hourly cost, e.g. MI300X with 32 cores, 256 GB RAM and 2 TB disk at €2.35/hr.",
          "number": null,
          "unit": null,
          "confidence": "inferred",
          "source_url": "https://www.seeweb.it/en/products/cloud-server-gpu",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free: network traffic is not charged for Cloud Server GPU.",
          "number": 0,
          "unit": "EUR/GB",
          "confidence": "stated",
          "source_url": "https://www.seeweb.it/en/products/cloud-server-gpu",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "No GPU-specific volume price. Cloud ScaleOut Filer, the add-on space the GPU page names, costs €45.50/month with 100 GB, then €11.50 per extra 100 GB (about €0.115/GB-month).",
          "number": 0.115,
          "unit": "EUR/GB-month",
          "confidence": "inferred",
          "source_url": "https://www.seeweb.it/en/products/cloud-scaleout-filer",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Not published. Checked the GPU page, the FAQ and the control-panel docs; they cover cancelling, not billing while powered off.",
          "number": null,
          "unit": null,
          "confidence": "not published",
          "source_url": "https://www.seeweb.it/en/products/cloud-server-gpu",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Hourly: billed for hours of use, no advance payment. No stated minimum beyond one hour.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://www.seeweb.it/en/products/cloud-server-gpu",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "daytona",
      "name": "Daytona",
      "type": "specialist",
      "website": "https://www.daytona.io/",
      "pricing_page": "https://www.daytona.io/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 8,
      "current_quotes": 16,
      "summary": "Daytona sells sandboxes billed by the hour. The GPU rate here is the GPU alone; the sandbox's vCPUs, memory and storage are billed on top at the rates on the same page. Preemptible capacity can be reclaimed.",
      "notes": "GPU list on the pricing page: Preemptible ($/hour) read as spot, On-demand ($/hour) as on-demand; vCPU, memory and storage billed separately (gpu_only). Bare H100 is the neutral h100; RTX PRO 6000 names no edition.",
      "page": "https://gpueconomy.com/providers/daytona",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "leafcloud",
      "name": "Leafcloud",
      "type": "specialist",
      "website": "https://leaf.cloud/",
      "pricing_page": "https://leaf.cloud/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Dutch provider whose servers heat buildings with the warmth they produce. Prices are listed in euro and exclude VAT, and each figure covers the whole VM, not the card alone. Discounts exist for commitments of a month or longer; the page prints no rate for them, so none is shown here.",
      "notes": "EUR listing, Amsterdam, VAT excluded; the hourly per-GPU figures come from the page's GPU comparison table (Leafcloud's own row only), each checked against the monthly rate card over 730 hours and the flavor's card count; commitment discounts are offered but no committed rate is printed, so none is read",
      "page": "https://gpueconomy.com/providers/leafcloud",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "ionstream",
      "name": "ionstream",
      "type": "specialist",
      "website": "https://ionstream.ai/",
      "pricing_page": "https://ionstream.ai/solutions",
      "source_kind": "html",
      "regions": null,
      "scraped": false,
      "models_tracked": 0,
      "current_quotes": 0,
      "summary": "ionstream rents whole eight-GPU bare-metal nodes and prints one starting price per card, per GPU per hour. The figure is a floor - the page says \"from\" - so what you pay depends on the configuration you take; these are the lowest rates this site reads for both cards.",
      "notes": "the accelerator line-up on the solutions page, which is where ionstream prices its cards - there is no pricing page; both rates are advertised_from; the Vera Rubin card carries no figure and is not read",
      "page": "https://gpueconomy.com/providers/ionstream",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "inferless",
      "name": "Inferless",
      "type": "specialist",
      "website": "https://www.inferless.com/",
      "pricing_page": "https://www.inferless.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "Serverless inference endpoints: billed by the second, scaled to zero when idle. Each price is one whole card with the vCPUs and memory listed beside it. The same page also prices a shared half of each card, which this site does not publish - half a card is not a card.",
      "notes": "Dedicated rows only - the Shared row of each card is half of it (memory and vCPUs halved); per-second and per-hour columns are the same figure, the hourly one is read; no region printed",
      "page": "https://gpueconomy.com/providers/inferless",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "thunder",
      "name": "Thunder Compute",
      "type": "specialist",
      "website": "https://www.thundercompute.com/",
      "pricing_page": "https://www.thundercompute.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Billed by the minute. Each price is one GPU with the smallest CPU, memory and disk configuration offered for it; more cores and storage are add-ons priced separately.",
      "notes": "1x price list only (2x-8x are exact multiples); instance at its smallest configuration, extra cores an add-on; the \"(*)\" after GPU/hr has no footnote on the page; H100 is PCIe",
      "page": "https://gpueconomy.com/providers/thunder",
      "referral_url": "https://console.thundercompute.com/signup?ref=organization-live-8669f0bb-6a28-43cc-a6e7-30ca42555be1&utm_medium=referral&utm_source=console",
      "fees": []
    },
    {
      "id": "clore",
      "name": "Clore.ai",
      "type": "marketplace",
      "website": "https://clore.ai",
      "pricing_page": "https://clore.ai/marketplace",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 29,
      "current_quotes": 49,
      "summary": "A marketplace where hosts set their own prices. Each figure is a floor - the median of the five cheapest listings that Clore itself marks verified (\"rating above 4 with reviews\"), rentable and payable in dollars - withheld when too few are listed. Clore lists a price per day; the figure here is that price with the renter fee Clore charges, divided by 24, which is what its own table shows per hour. Machines with several GPUs and its spot market are not read.",
      "notes": "marketplace, keyless feed; trimmed floor of the 5 cheapest verified single-GPU on-demand listings, withheld when the window cannot carry a floor (fewer than 3 listings, or a median over 3x the cheapest ask); the feed prices per day and the renter fee is read from /marketplace/renter_fees each run, so the figure is price * 1.05 / 24; spot bids and multi-GPU machines not read",
      "page": "https://gpueconomy.com/providers/clore",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "selectel",
      "name": "Selectel",
      "type": "specialist",
      "website": "https://selectel.ru/",
      "pricing_page": "https://selectel.ru/services/gpu/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "A Russian cloud (St Petersburg). The GPU page prices cloud servers by the hour in roubles, each rate printed as a \"from\" figure for the configuration the card describes - extras are added on top. Only those cloud-server cards are read here: the same page also prices managed Kubernetes node groups and dedicated servers by the month, which are different products. Each card shows the machine with the lowest price per GPU. The dollar figure uses the Bank of Russia's official rate of the day.",
      "notes": "RUB listing, scope advertised_from (every rate is printed \"От\"). Only the hourly cloud-server cards are read: the same page prices managed Kubernetes node groups at their own rate and dedicated servers per month, and neither is this product - that is what two cards printing 579,94 and 509,10 for one 2x RTX PRO 6000 turned out to be. instance is the link's flavor id, region the pool it opens (ru-6). One quote per card, the lowest price per GPU, per node with the count from the GPU row. \"RTX PRO 6000 (96 ГБ)\" and \"RTX 6000 PRO (96 ГБ)\" are two spellings of one card (flavor 13980); bare \"H200\" is the neutral h200. The server sends no charset, so the page is decoded as UTF-8 explicitly. VAT: the page says nothing about it for these rates",
      "page": "https://gpueconomy.com/providers/selectel",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "salad",
      "name": "Salad",
      "type": "specialist",
      "website": "https://salad.com",
      "pricing_page": "https://salad.com/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 16,
      "current_quotes": 64,
      "summary": "Salad rents idle consumer GPUs and publishes a rate per card for each of four priority tiers. Its pricing page draws the table with a script, and the figures come from the file that page loads - open to anyone, no key and no account - so the link goes to the page where you can see them. High priority is never preempted by other workloads and is shown here as on-demand; Medium, Low and Lowest may be preempted, and are shown as spot. The price covers the GPU with the vCPU and memory the page says are included. Not shown: CPU-only groups, and reserved and volume deals, which publish no rate.",
      "notes": "static salad.com/js/pricing.js (keyless), the file /pricing/ loads to fill its own empty table: a literal of [name, VRAM, High, Medium, Low, Lowest] per GPU class, in the order the table head prints. Four quotes per card, the tier in region; High is on_demand (\"Never preempted by other workloads\"), Medium/Low/Lowest spot (\"May be preempted\"); market community, scope instance (the page states vCPU and RAM are included with every GPU). Not read: CPU-only container groups, Salad Dedicated (reserved, quoted per term), volume and Private Cloud (talk to sales), and the portal classes advertised \"from $0.015 per GPU-hour\", which is a floor for an unnamed set. Raises if the SALAD_GPU_PRICES marker is gone, if no row is priced, or if the tiers are not in High-to-Lowest order, the rates being read by position.",
      "page": "https://gpueconomy.com/providers/salad",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "hotaisle",
      "name": "Hot Aisle",
      "type": "specialist",
      "website": "https://hotaisle.xyz/",
      "pricing_page": "https://hotaisle.xyz/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "AMD only. The rate shown is the pay-as-you-go virtual machine, billed by the minute. A whole 8-GPU bare-metal node, priced higher with a one-month minimum, and the lower rate kept by existing customers are on the linked page, not in these tables.",
      "notes": "MI300X per GPU: the VM rate as on-demand (billed by the minute). Not read: 8x bare metal (a one-month commitment priced above the VM, a different product) and the grandfathered rate for existing customers",
      "page": "https://gpueconomy.com/providers/hotaisle",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "dataoorts",
      "name": "Dataoorts",
      "type": "specialist",
      "website": "https://dataoorts.com/",
      "pricing_page": "https://dataoorts.com/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 6,
      "summary": "Four series priced separately on one page, and each is listed here under its own name: Nova single-GPU VMs with NVLink, the Atlas and Yotta pods, and the Orion nodes, whose eight-GPU bare-metal machines are the cheapest way this provider sells an H200 or an RTX PRO 6000. vCPU and memory are included in every rate; storage is billed on top. Nova's spot rate is for capacity that may be reclaimed when demand rises. The page draws three of its four price tables from files it loads itself, and prints \"Getting Real Time Cost...\" while one of them is unavailable.",
      "notes": "Four books on one page, each published as its own series in the region column; the figure recorded is the two-decimal one the page prints; Nova spot is exactly half its on-demand rate (the provider's own rule); the X-Series prices no card and the marketplace is behind a login, so neither is read; a book that does not answer is skipped rather than failing the provider",
      "page": "https://gpueconomy.com/providers/dataoorts",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "taiga",
      "name": "Taiga Cloud (Northern Data Group)",
      "type": "specialist",
      "website": "https://northerndata.de/home",
      "pricing_page": "https://northerndata.de/taiga-cloud-ai-pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 2,
      "summary": "Both figures are printed as \"from\" on Taiga's own page, above the line \"Contact our team to unlock exclusive high-volume pricing\", so they are floors rather than the price of a stated configuration. The page prices each card twice, as bare metal and on demand; the cheaper of the two is shown here and the row says which table it came from. The column is dollars per GPU-hour, so the figure is one card, not the eight-card machine the row describes.",
      "notes": "two GPU tables on one static page, bare metal and on demand, both per GPU-hour and both \"from\"; the cheaper row per card is published and the instance label names its table; vCPU, storage and support tables not read",
      "page": "https://gpueconomy.com/providers/taiga",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "geodd",
      "name": "Geodd",
      "type": "specialist",
      "website": "https://geodd.io/",
      "pricing_page": "https://geodd.io/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 7,
      "summary": "Rates for a whole machine by the hour, each with the vCPUs, memory and disk that come with it. Where Geodd sells a card one at a time, the figure here is that single-card machine; the 2, 4 and 8-card configurations are exact multiples of it. The H200 SXM5 is sold in one size only, eight cards, so its figure is the machine price divided by eight. Regions are US and EU; the catalogue names none per rate.",
      "notes": "GPU Clusters catalogue read from the \"gpuPricing\" array the pricing page carries in its head; the smallest configuration of each card is published and the exact multiples above it are not; the catalogue's two disagreeing 8-GPU H100 rows ($24.00 and $25.00) are both left out by that rule, since the H100 is sold as a single card too; serverless token pricing and the Dedicated Inference tab (the same hourly figures once per model) are not read",
      "page": "https://gpueconomy.com/providers/geodd",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "swissgpu",
      "name": "SwissGPU",
      "type": "specialist",
      "website": "https://www.swissgpu.ch/",
      "pricing_page": "https://www.swissgpu.ch/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 7,
      "summary": "Dedicated servers with one card each, billed by the minute and priced by the hour in Swiss francs; the listed franc figure is shown beside the converted one with the ECB rate and its date. Electricity is billed separately at 0.30 CHF/kWh and is not included in the rate here, as the provider's own page states. Custom configurations and long-term commitments are quoted by e-mail and are not listed.",
      "notes": "CHF listings (first non-EUR/RUB currency on the site), converted by to_record at the ECB rate of the day; electricity at 0.30 CHF/kWh is billed separately and is NOT in the rate; the page prints the same list twice (narrow and wide) and the two copies must agree or the read raises; the architecture is not part of the card name (\"RTX 4080 Ada Lovelace\" is the RTX 4080) while \"RTX 6000 ADA\" 48GB and \"RTX 6000 PRO\" 96GB are two different cards told apart by the memory the wide copy prints; no instance label on the page, so instance is null",
      "page": "https://gpueconomy.com/providers/swissgpu",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "gpuai",
      "name": "GPU.ai",
      "type": "specialist",
      "website": "https://gpu.ai/",
      "pricing_page": "https://gpu.ai/pricing",
      "source_kind": "js_rendered",
      "regions": null,
      "scraped": true,
      "models_tracked": 28,
      "current_quotes": 49,
      "summary": "GPU.ai sells capacity on clouds it connects to and bills you itself, per second, at the rate its catalogue shows. That rate is the lowest it has live for the card at that minute across up to eight regions - its own words are \"lowest live on-demand rate per GPU, refreshed continuously\" - so it is a floor for the card and not the price of one machine you pick, and it can move between one hour and the next. Cards sold in two tiers carry two rates: the plain one, and the cheaper \"community\" supply the page marks as such.",
      "notes": "rendered page (the served HTML prints no figure at all); the \"Live platform rates\" table only, refused if its footnote or column labels are gone; every rate advertised_from; the tier word beside the card name is the market (community / on_demand), and a community rate equal to the plain one is the same figure twice and dropped; region null - the page names a count of regions, never a place; the catalogue reprices within the hour",
      "page": "https://gpueconomy.com/providers/gpuai",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "synpix",
      "name": "SynpixCloud",
      "type": "specialist",
      "website": "https://www.synpixcloud.com/",
      "pricing_page": "https://www.synpixcloud.com/market",
      "source_kind": "js_rendered",
      "regions": null,
      "scraped": true,
      "models_tracked": 13,
      "current_quotes": 13,
      "summary": "Prices come from this provider's own catalogue page, which lists each card as a one, two, four, six or eight GPU machine and says whether it is in stock. Only a configuration it shows as available is listed here: a rate for a machine nobody can order is not a price. Where the single-card row is out of stock, the figure is the whole machine's price divided by its GPUs. The catalogue also sells a modified 48 GB \"RTX 4090PLUS\" and an A800, which this site does not list as cards.",
      "notes": "rendered page (the served HTML prints no rate); only rows the table marks Available are published, so a card whose every configuration is out of stock is not quoted at all (the H100 and the RTX 4090 on 2026-09-30); one quote per card, the smallest available machine, larger machines under 1% cheaper per GPU and not published separately; a row whose VRAM is not its card memory times its GPU count goes unmapped (a 48 GB \"RTX 4090PLUS\" sits beside the 24 GB RTX 4090); the A800 40GB and the 4090PLUS are deliberately unmapped",
      "page": "https://gpueconomy.com/providers/synpix",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "hetzner",
      "name": "Hetzner",
      "type": "specialist",
      "website": "https://www.hetzner.com/",
      "pricing_page": "https://www.hetzner.com/dedicated-rootserver/matrix-gpu/",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "A dedicated server you rent whole, billed by the hour, in Hetzner's own data centres in Germany and Finland. The figure is the one the GPU matrix prints under the server - the server with the IPv4 address it is sold with - read from the price endpoint the page itself asks, in the dollars Hetzner publishes beside its euro price. It says \"starting from\" because the server comes in three types. A one-off setup fee of $699 is charged on top and is not part of this rate.",
      "notes": "GPU matrix read for the products and their keys, Hetzner's own keyless price endpoint for the hourly figure under each; the composite product key is read from the page, never assembled, and the endpoint answers it as one product; all three datacenters (FSN1, NBG1, HEL1) carry the same figure, so one quote with no region; the one-off setup fee and the monthly price are not read; GEX45's RTX PRO 4000 Blackwell SFF Edition has no id on this site and stays unmapped",
      "page": "https://gpueconomy.com/providers/hetzner",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "fireworks",
      "name": "Fireworks AI",
      "type": "specialist",
      "website": "https://fireworks.ai/",
      "pricing_page": "https://fireworks.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "Billed per GPU second on an on-demand deployment, with no charge for start-up time. The figure is one GPU: the page prints no vCPU, RAM or storage beside the card. Region-restricted deployments cost 1.5x on top, which this site does not publish because the page prints no such rate.",
      "notes": "On-Demand Pricing table only (GPU Type, price per minute, price per hour): the per-hour column is read, the per-minute one cross-checks it within 2% and raises otherwise. H100 and H200 carry the same rate, which is the provider's own choice - each row's two columns agree and the three Blackwell rows differ. Per-million-token lists and the Dedicated Training API, which points at these same rates, are not read.",
      "page": "https://gpueconomy.com/providers/fireworks",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "hostinger",
      "name": "Hostinger",
      "type": "specialist",
      "website": "https://www.hostinger.com/",
      "pricing_page": "https://www.hostinger.com/gpu-hosting",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 7,
      "summary": "Billed by the hour with no commitment, in credits at a hundred to the dollar. Every card is priced \"From\": Hostinger says availability changes in real time and varies by region, and it names no region for any product. The footer states prices are listed without VAT, and the page promises no hidden fees or egress charges.",
      "notes": "Seven GPU cards from the \"Find the GPU that fits your workload\" section. Each rate is checked against the credits figure beside it (100 credits to the dollar) and each card's stated VRAM against the card it maps to; both raise or drop rather than publish a figure they cannot reconcile. The B200 is two products (ids 6 and 5), so two quotes, the dedicated one labelled in region. RTX PRO 6000 (Server) is the 96 GB Server Edition, not the Max-Q.",
      "page": "https://gpueconomy.com/providers/hostinger",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "linode",
      "name": "Akamai Cloud (Linode)",
      "type": "specialist",
      "website": "https://www.linode.com/",
      "pricing_page": "https://www.akamai.com/cloud/pricing",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 2,
      "summary": "Prices are read from Linode's public plan API, the list its own tools use; each is the smallest GPU plan of the card, billed by the hour, with the CPU, memory and disk that plan includes.",
      "notes": "GPU plans from api.linode.com/v4/linode/types (keyless): price.hourly per plan and its GPU count; cheapest plan per GPU kept per card, smallest on a tie. The pricing page returns 403 to our client and is not read. No regional GPU prices.",
      "page": "https://gpueconomy.com/providers/linode",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "quantacloud",
      "name": "QuantaCloud",
      "type": "specialist",
      "website": "https://quantacloud.net",
      "pricing_page": "https://quantacloud.net/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 16,
      "summary": "Each rate is one GPU in the cheapest configuration QuantaCloud lists for that card, with that configuration's own region. The catalogue prices the same card at several node sizes and host sizes and the per-GPU rate differs between them; the figure here is the single card a reader can launch. Compute is metered by the second. Reserved and dedicated capacity is quoted, not listed, so no committed rate is read.",
      "notes": "Catalogue of launchable configurations (35 at 10:10 UTC on 2026-10-05, seven cards; the catalogue changes within the hour). Cheapest single-card configuration per card is published; larger node sizes and dearer host sizes are read and not published. Form factor read from the catalogue (H100 PCIe; A100 PCIe 80GB $1.48 published over A100 SXM4 80GB $1.50, one id here). Only rows the page calls \"Available now\". The instance-hour rate and the per-GPU-hour rate must be the same figure or the row is reported unmapped.",
      "page": "https://gpueconomy.com/providers/quantacloud",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "ionos",
      "name": "IONOS Cloud",
      "type": "specialist",
      "website": "https://cloud.ionos.com/",
      "pricing_page": "https://docs.ionos.com/support/general-information/price-list/ionos-cloud-eur-en",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "German cloud provider. Prices come from its official euro price list and exclude VAT; each figure is a GPU VM template with its dedicated CPUs, memory and NVMe disk. The list is one for all its data centres.",
      "notes": "EUR price list (v2026-09-15), Cloud GPU VM templates; smallest template per card read (the larger ones are exact multiples); \"H200 PCIe\" = h200-nvl; net of VAT; one list for every data centre, so region null",
      "page": "https://gpueconomy.com/providers/ionos",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "hikube",
      "name": "Hikube",
      "type": "specialist",
      "website": "https://hikube.cloud/",
      "pricing_page": "https://hikube.cloud/en/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 6,
      "summary": "Swiss cloud provider (Hidora SA). It prices GPUs by the month in Swiss francs, excluding VAT, and bills by the hour; the hourly figure is its monthly price divided by 730 hours, the divisor its pricing page states. Each figure is the GPU alone, added to an instance priced separately.",
      "notes": "Configurator catalogue in the served page (flight payload), \"GPU as a Service\" group: per-month CHF price per GPU SKU, published per hour as monthly / 730 (the page states the divisor; owner's decision 2026-10-08, source_check MONTHLY_DIVISOR_STATED); gpu_only; net of VAT; one catalogue for three Swiss DCs, so region null",
      "page": "https://gpueconomy.com/providers/hikube",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "infomaniak",
      "name": "Infomaniak",
      "type": "specialist",
      "website": "https://www.infomaniak.com/",
      "pricing_page": "https://www.infomaniak.com/en/hosting/public-cloud/prices",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Swiss cloud provider (Infomaniak Network SA). Its public cloud prices whole GPU virtual machines by the hour in Swiss francs, excluding VAT; each figure is the cheapest machine listed with that GPU, CPU, memory and disk included. The page's GPU instances table is paged and can be filtered by GPU.",
      "notes": "Price page draws its tables from a Gatsby static query (page-data.json -> staticQueryHashes -> sq/d/<hash>.json with apiPublicCloudPrices); GPU flavours nvt4/nvl4/nvl40s/nva2, the cheapest flavour per card, instance scope, CHF_excl_tax; nvl42/nvl44 (count not stated) and nva100 (memory not stated) not read; source_check FIGURE_BESIDE_THE_LINK (page loads JSON); region null",
      "page": "https://gpueconomy.com/providers/infomaniak",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "meshive",
      "name": "Meshive",
      "type": "specialist",
      "website": "https://meshive.ai/",
      "pricing_page": "https://meshive.ai/pricing?utm_source=gpueconomy&utm_medium=referral",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 4,
      "summary": "Meshive operates its own GPU fleet in South Korea. It offers on-demand and spot GPU pods with SSH and HTTPS access, persistent storage, and an OpenAI-compatible serverless API. The GPU pod rates include default vCPU and RAM and are per GPU-hour.",
      "notes": "Read only gpu_offers. Map model and VRAM to the GPU, demand_price to on-demand, and a non-null spot_price to spot. USD per GPU-hour including default vCPU and RAM. The endpoint gives no quote-level region.",
      "page": "https://gpueconomy.com/providers/meshive",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "beam",
      "name": "Beam",
      "type": "specialist",
      "website": "https://www.beam.cloud/",
      "pricing_page": "https://www.beam.cloud/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 9,
      "current_quotes": 12,
      "summary": "Two ways to rent: on-demand machines at a \"from\" price per machine, CPU, memory and storage included, and serverless GPUs billed by the second while code runs, with CPU and memory billed separately.",
      "notes": "on-demand machines \"from\", serverless GPU per second",
      "page": "https://gpueconomy.com/providers/beam",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "huggingface",
      "name": "Hugging Face",
      "type": "specialist",
      "website": "https://huggingface.co/",
      "pricing_page": "https://huggingface.co/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 9,
      "current_quotes": 10,
      "summary": "A dedicated inference endpoint on the cloud named in the region column, billed by the minute at the hourly rate while it runs, CPU and memory included. It serves a model; it is not a machine you log into.",
      "notes": "Inference Endpoints GPU list: the 1-GPU size per card (larger sizes are exact multiples), region = the cloud the row names (aws). The Spaces hardware table repeats the figures and is not read. Bare H100 is the neutral h100.",
      "page": "https://gpueconomy.com/providers/huggingface",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "bentaus",
      "name": "Bentaus",
      "type": "specialist",
      "website": "https://www.bentaus.com/",
      "pricing_page": "https://www.bentaus.com/amd-mi325x",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 2,
      "summary": "AMD only. Each rate is one GPU-hour on the card page's own pricing block; the page names no machine type, no location and no reserved term, so none is shown here. Capacity is ordered through their form, not a self-serve console.",
      "notes": "AMD only: the MI325X card page, its two priced tiers (On-Demand, Reserved) per GPU-hour. The NVIDIA B300 page prices both tiers as a band and is not read - one end of a band is not a rate. No SKU, term or location is published beside the figures",
      "page": "https://gpueconomy.com/providers/bentaus",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "deepinfra",
      "name": "Deep Infra",
      "type": "specialist",
      "website": "https://deepinfra.com/",
      "pricing_page": "https://deepinfra.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "Dedicated GPUs for a model you deploy on Deep Infra, billed by the minute for the time they are up and shown here as an hour; the page prices no CPU or memory apart from them. Its per-token model pricing is a different product and is not listed here.",
      "notes": "the \"Custom LLMs\" GPU-hour table only; the per-token model lists and the contact-sales DGX clusters on the same page are not read; bare H100 80GB is the neutral h100",
      "page": "https://gpueconomy.com/providers/deepinfra",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "cloudru",
      "name": "Cloud.ru Evolution",
      "type": "specialist",
      "website": "https://cloud.ru/",
      "pricing_page": "https://cloud.ru/documents/tariffs/evolution/evolution-compute-gpu",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 6,
      "summary": "The largest Russian public cloud, formerly SberCloud. Its GPU rates are published not on a marketing page but in the tariff annex of the contract (version 260909, in force 9 September 2026), which prices whole virtual machines by the hour in roubles. The page prints each rate with and without Russian VAT; the figure here is the one with VAT, what a buyer pays. Each card shows the machine with the lowest price per GPU, often a multi-GPU one. The dollar figure uses the Bank of Russia's official rate of the day.",
      "notes": "RUB listing, VAT included as printed: the tariff annex prints each hourly rate with VAT, without VAT and the 22% VAT apart, and the with-VAT column is published (owner's decision 2026-09-28). Scope instance - whole GPU virtual machines with their own vCPU and RAM, шт./час. One quote per card, the lowest price per GPU, per node with the count read from the row's name (also the instance label). Region null: the annex names none. Names: \"H100 94 GB PCI без NVLink\" is h100-nvl, \"H100 PCI без NVLink\" h100-pcie (the 94 GB card is priced apart and dearer), \"H100 NVLink\" the neutral h100, \"A100 40Гб PCI\" a100-40; the memoryless \"A100 PCI без NVLink\" (11 rows, the cheapest A100s) is reported unmapped, not guessed",
      "page": "https://gpueconomy.com/providers/cloudru",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "cyfuture",
      "name": "Cyfuture AI",
      "type": "specialist",
      "website": "https://cyfuture.ai/",
      "pricing_page": "https://cyfuture.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": false,
      "models_tracked": 0,
      "current_quotes": 0,
      "summary": "An Indian cloud (Noida). Prices are listed in rupees per hour for whole GPU instances, with a discount for a 1, 6 or 12-month commitment; the figure here is the on-demand one, as printed - the page states no GST. Each card shows the instance with the lowest price per GPU, often an eight-card one. The dollar figure uses the European Central Bank's reference rate of the day. The page also offers its own dollar figures; those are never read, because it says itself that its conversion failed.",
      "notes": "INR listing, read as printed (the page mentions no GST). On-demand only: the 1/6/12-month reserved columns are a commitment. Scope instance - a whole instance with its own vCPU and memory. One quote per card, the lowest price per GPU, smaller instance on a tie; per_node with the GPU count read twice (from \"8xH100\" and the \"(8X)\" suffix) and skipped when the two disagree. Cards are mapped by name and by the memory printed per card, which keeps out the 32 GB V100 (ours is 16), the MI325X the page prints with 192 GB (the card has 256), the 8xL40S row printing 1536 GB for eight 48 GB cards (its 4x row is the quote) and Intel Gaudi 2. The B300 has no on-demand rate (\"-\", reserved only) and is not a quote. Refused 2026-09-24 as on_hold for the currency alone; taken after the owner's decision of 2026-09-28",
      "page": "https://gpueconomy.com/providers/cyfuture",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "atlantic",
      "name": "Atlantic.Net",
      "type": "specialist",
      "website": "https://www.atlantic.net/",
      "pricing_page": "https://www.atlantic.net/gpu-server-hosting/gpu-cloud-hosting/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 6,
      "summary": "Prices per server with CPU, memory, storage and bandwidth included; the hourly rate is the monthly price divided by 730 hours, as the page states. On-demand, 1-year and 3-year terms are listed.",
      "notes": "plan table: on-demand, 1-year and 3-year, monthly with hourly = monthly / 730",
      "page": "https://gpueconomy.com/providers/atlantic",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "denvr",
      "name": "Denvr Dataworks",
      "type": "specialist",
      "website": "https://www.denvr.com/",
      "pricing_page": "https://www.denvr.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 6,
      "summary": "On-demand rates per GPU-hour, billed by the minute, for instances of the size shown. Cards marked reserved only, and reserved discounts, are by quote and not listed.",
      "notes": "per-GPU table; \"Reserved only\" rows skipped; on-demand billed by the minute",
      "page": "https://gpueconomy.com/providers/denvr",
      "referral_url": null,
      "fees": [
        {
          "field": "included",
          "what": "In the rate",
          "value": "Included: vCPU, RAM and direct-attached NVMe. On-demand local NVMe is ephemeral and erased on stop.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.denvrdata.com/docs/platform/billing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "egress",
          "what": "Data out",
          "value": "Free internet ingress and egress.",
          "number": 0,
          "unit": "USD/GB",
          "confidence": "stated",
          "source_url": "https://www.denvr.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "storage",
          "what": "Storage",
          "value": "Persistent disks: $0.08 per GB-month (network shared filesystems are the same price).",
          "number": 0.08,
          "unit": "USD/GB-month",
          "confidence": "stated",
          "source_url": "https://www.denvr.com/pricing",
          "checked_at": "2026-10-02"
        },
        {
          "field": "stopped",
          "what": "While stopped",
          "value": "Stopping from the console ends compute billing, but the root disk and filesystems keep billing. A shutdown from inside the OS keeps the full instance billing.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://docs.denvrdata.com/docs/additional-information/faqs/how-are-my-vms-and-applications-billed",
          "checked_at": "2026-10-02"
        },
        {
          "field": "billing",
          "what": "Billing step",
          "value": "Per minute according to the pricing page; Denvr's billing docs say one-second increments. No minimum stated.",
          "number": null,
          "unit": null,
          "confidence": "stated",
          "source_url": "https://www.denvr.com/pricing",
          "checked_at": "2026-10-02"
        }
      ]
    },
    {
      "id": "tensorwave",
      "name": "TensorWave",
      "type": "specialist",
      "website": "https://tensorwave.com/",
      "pricing_page": "https://tensorwave.com/products/accelerators/amd-mi325x",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "AMD only. Each rate is the page's own \"Starting at\" figure for a whole liquid-cooled node, per GPU-hour - a floor, not the price of a configuration, which is why it is tagged \"from\" here.",
      "notes": "AMD Instinct only: MI300X, MI325X and MI355X, each on its own product page as \"Starting at $X /GPU HR\" - recorded as advertised_from. MI455X has a page and no price. NVIDIA cards, if any appear, stay unmapped by design",
      "page": "https://gpueconomy.com/providers/tensorwave",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "canopywave",
      "name": "Canopy Wave",
      "type": "specialist",
      "website": "https://canopywave.com/",
      "pricing_page": "https://canopywave.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 2,
      "summary": "The rate is per GPU, but the smallest machine has two GPUs (H200, H100) - a single card is not sold. Larger sizes cost the same per GPU.",
      "notes": "Price/Hour/GPU, the same for 2x/4x/8x SXM5 sizes; one per-GPU quote per card, the smallest size named. Get Quote rows (B200, GB200, B300) carry no price.",
      "page": "https://gpueconomy.com/providers/canopywave",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "atlascloud",
      "name": "Atlas Cloud",
      "type": "specialist",
      "website": "https://www.atlascloud.ai/",
      "pricing_page": "https://www.atlascloud.ai/pricing/gpu",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 2,
      "summary": "Each rate is one GPU on demand with the RAM and vCPUs its card lists.",
      "notes": "On-Demand GPU Pricing cards, per GPU; the page title advertises \"H100 from $2.49\" which no row prints, and only rows are read.",
      "page": "https://gpueconomy.com/providers/atlascloud",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "novacloud",
      "name": "Nova Cloud",
      "type": "specialist",
      "website": "https://nova-cloud.ai/",
      "pricing_page": "https://nova-cloud.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "Each rate is one GPU on demand, billed by the second, with the CPU cores and RAM listed for it; storage and network are billed separately.",
      "notes": "On-demand per-GPU figure of each card; multi-GPU sizes are exact multiples; interruptible and reservation prices are switched by script and not read.",
      "page": "https://gpueconomy.com/providers/novacloud",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "neysa",
      "name": "Neysa",
      "type": "specialist",
      "website": "https://neysa.ai/",
      "pricing_page": "https://neysa.ai/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Neysa prints each rate as \"starts at\", the lowest price of the GPU in 1x, 2x and 4x sizes - a floor, not the price of a specific configuration.",
      "notes": "AI Cloud VM rates per GPU marked \"Starts at\" - advertised_from. The 36-month reserved monthly figures are not converted; Pricing on request rows carry no price. India, USD.",
      "page": "https://gpueconomy.com/providers/neysa",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "hexgrid",
      "name": "HexGrid",
      "type": "specialist",
      "website": "https://hexgrid.cloud/",
      "pricing_page": "https://hexgrid.cloud/gpus",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 12,
      "current_quotes": 12,
      "summary": "Each rate is one GPU in HexGrid's Secure Cloud, billed per minute; the page states the same rate whatever runs on it.",
      "notes": "Secure Cloud list, one row per card, the GPU-hour rate (not the per-GB-of-VRAM figure beside it); A100 80GB PCIe and SXM one card here, cheaper kept.",
      "page": "https://gpueconomy.com/providers/hexgrid",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "cloudrift",
      "name": "CloudRift",
      "type": "specialist",
      "website": "https://www.cloudrift.ai/",
      "pricing_page": "https://www.cloudrift.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 11,
      "current_quotes": 18,
      "summary": "Rates per GPU-hour with local storage included. On-demand where the page prices it; the 1-month reserved rate is listed beside it, and larger cards are sold reserved only.",
      "notes": "per-GPU table: on-demand, 1-month and 3-month; \"Upon request\" on-demand skipped",
      "page": "https://gpueconomy.com/providers/cloudrift",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "cloudpe",
      "name": "CloudPe",
      "type": "specialist",
      "website": "https://www.cloudpe.com/",
      "pricing_page": "https://www.cloudpe.com/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": false,
      "models_tracked": 0,
      "current_quotes": 0,
      "summary": "An Indian cloud with data centres in India. The pricing page lists GPU virtual machines by the hour in rupees, each row a fixed machine (vCPU, memory and disk named), and the rate here is the cheapest single-GPU machine for each card. The page says nothing about GST or other tax. The dollar figure uses the ECB reference rate of the day.",
      "notes": "INR listing, GPU tab of the pricing page only. Hourly column read; Monthly and Annual (12 %) are month-prices with no term named, so no reserved rate is made of them. Cheapest single-card configuration per card (L4 has three host sizes); x2 and x4 nodes are reported unmapped, not published. Scope instance: each row names vCPU, RAM and NVMe. \"NVIDIA RTX Pro 6000\" prints no memory or edition and maps to rtx-pro-6000. No GST or tax mentioned on the page. The server sends no charset; the body is decoded as the UTF-8 the page declares.",
      "page": "https://gpueconomy.com/providers/cloudpe",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "edgevana",
      "name": "Edgevana",
      "type": "specialist",
      "website": "https://edgevana.com/",
      "pricing_page": "https://nodes.edgevana.com/gpu-servers",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 51,
      "current_quotes": 51,
      "summary": "Each rate is the cheapest of the configurations Edgevana lists for that card across its locations, as its own fleet index prints it - not a quote for one named machine. The page states how many configurations and how many locations stand behind a card, never which, so no region is recorded. Bare-metal, single-tenant servers billed by the hour.",
      "notes": "Fleet index, 72 GPU models, 489+ configurations across 15+ locations; one row per model, so every rate is the cheapest configuration (advertised_from). Nodes, the GPU- naming family, Pre-order rows and rows beyond 3x this site's median are reported, never published; two rows for one card give one quote at the cheaper.",
      "page": "https://gpueconomy.com/providers/edgevana",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "stackit",
      "name": "STACKIT",
      "type": "specialist",
      "website": "https://stackit.com/en",
      "pricing_page": "https://stackit.com/en/asset/download/37788/file/STACKIT_price_list.pdf",
      "source_kind": "pdf",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "German cloud of the Schwarz group (Schwarz Digits Cloud GmbH & Co. KG). It prices whole GPU servers by the hour in euros, excluding VAT, in a PDF price list; each figure is the smallest server with that GPU, CPU and memory included. The list names servers by type (n1, n2, n3), and STACKIT's machine-types documentation (docs.stackit.cloud/products/compute-engine/server/basics/machine-types/) states which NVIDIA card each type carries.",
      "notes": "PDF price list (pypdf text layer, providers/_pdf.py), section \"Compute Engine GPU\": GPU Server-nX.YYd.gN-EU01 rows, price per hour EUR net; card per n-family read from docs.stackit.cloud machine-types page (n1 A100 80 GB, n2 L40S 48 GB, n3 H100 HGX 80 GB), GPU count from gN; one quote per card, the cheapest per GPU (smallest server on a tie); region Germany South",
      "page": "https://gpueconomy.com/providers/stackit",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "yandex",
      "name": "Yandex Cloud",
      "type": "specialist",
      "website": "https://yandex.cloud/",
      "pricing_page": "https://yandex.cloud/ru/price-list?services=dn28okfvqh19eiue6l2m",
      "source_kind": "js_rendered",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 6,
      "summary": "Russian public cloud (Yandex). Its price list bills a GPU virtual machine as separate lines - the GPU, each vCPU and each gigabyte of memory - so the figure here is the GPU line alone, and the processor and memory a machine needs are added on top. Prices are in roubles and include VAT, as the list states; preemptible machines, which Yandex may stop at any time, are shown as spot. The dollar figure uses the Bank of Russia's official rate of the day.",
      "notes": "Rendered price list (providers/_render.py) of the one service Compute Cloud - GPU; rows with unit \"GPU × час\" only, gpu_only scope (vCPU and RAM are separate lines); RUB with VAT as printed (\"Все цены в рублях и тенге указаны с НДС\"); обычной ВМ = on_demand, прерываемой ВМ = spot; a row not in force today by its Действует с/до dates is skipped; V100 32 GB, A100 80 GB, T4 16 GB per /ru/docs/compute/concepts/gpus; Gen2 (80 GB), GPU PLATFORM V4 (141 GB) and T4i name no NVIDIA card and are unmapped; instance = product name; region null",
      "page": "https://gpueconomy.com/providers/yandex",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "centron",
      "name": "centron",
      "type": "specialist",
      "website": "https://www.centron.de/",
      "pricing_page": "https://www.centron.de/en/pricing/gpu",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "German cloud provider with its own data centre in Hallstadt. Its GPU price list gives an hourly and a monthly price per dedicated GPU in euro, excluding VAT, and sells to businesses only. The figure here is the GPU alone: the processor, memory and storage of the instance are priced separately on the same page and added on top. The hourly figures are rounded, as the page notes.",
      "notes": "Static GPU table (GPU, VRAM, € per hour*, € per month), columns by header; VRAM cell must equal the mapped card's memory; gpu_only (VM resources vCPU/RAM/SSD priced in a second table); hourly figure as printed, rounded per the page's footnote (month = 720 unrounded hours); EUR net of VAT (\"All prices are subject to statutory VAT\", businesses only); on_demand, per_gpu, region null (one data centre, Hallstadt)",
      "page": "https://gpueconomy.com/providers/centron",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "ytl",
      "name": "YTL AI Cloud",
      "type": "specialist",
      "website": "https://www.ytlaicloud.com/",
      "pricing_page": "https://www.ytlaicloud.com/gsc-pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "Malaysian GPU cloud of YTL Power, hosted on sovereign infrastructure in Malaysia. Its price page lists one on-demand GPU, the NVIDIA GB200, by the hour in Malaysian ringgit; object storage is priced separately and is not included here. Discounts for committed use are sold through partners and carry no published figure. The dollar figure uses the ECB reference rate of the day.",
      "notes": "Static \"On Demand GPU\" box (GPU Model, Memory/Bandwidth, Price (per hour)) of Bootstrap div rows; memory cell must start with the mapped card's 192GB; gpu_only (object storage is its own box); MYR via the ECB cross rate; the page says nothing about tax; on_demand, per_gpu, region null (hosted in Malaysia); committed-use discounts via partners print no figure",
      "page": "https://gpueconomy.com/providers/ytl",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "tata",
      "name": "Tata Communications",
      "type": "specialist",
      "website": "https://www.tatacommunications.com/",
      "pricing_page": "https://www.tatacommunications.com/cloud/cloud-ai/gpu",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "Vayu AI Cloud, India: bare-metal 8-GPU servers and GPU virtual machines billed by the hour, no long-term commitment. Every figure is a \"Starting from\" rate in rupees, converted at the day's ECB rate; the page says nothing about GST.",
      "notes": "Vayu AI Cloud GPU page, INR \"Starting from\" per hour; 8X bare metal per_node, VMs at 1X per_gpu; VM H200 (form factor not named) and the pricing PDF not read",
      "page": "https://gpueconomy.com/providers/tata",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "bitdeer",
      "name": "Bitdeer AI",
      "type": "specialist",
      "website": "https://www.bitdeer.ai/",
      "pricing_page": "https://www.bitdeer.ai/en/pricing/gpu-compute",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 12,
      "summary": "Singapore-based GPU cloud of Bitdeer Technologies Group, an NVIDIA Cloud Partner. Its pricing page lists H100 SXM, H200, B200 and GB200 NVL72 by the hour in US dollars, on demand and on one- and three-year commitments, each printed as a \"from\" rate for a stated number of cards; the figure here is the size with the lowest price per GPU. The page shows the commitment rates rounded to the cent.",
      "notes": "Next.js pricing page draws its GPU Model Pricing table from /api/gpu-pricing (code 2000, data[]: model, details[] with cards, price, year1.price, year3.price; USD per hour for the size); read as JSON, not rendered (the page script falls back to a built-in list with other figures); every figure printed \"from\" -> advertised_from; one quote per card and market at the lowest price per GPU, smaller size on a tie (to the cent); markets on_demand, reserved_1y, reserved_3y; region null; source_check FIGURE_BESIDE_THE_LINK (page loads JSON; commitment figures rounded to the cent on the page)",
      "page": "https://gpueconomy.com/providers/bitdeer",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "krutrim",
      "name": "Krutrim Cloud",
      "type": "specialist",
      "website": "https://cloud.olakrutrim.com/",
      "pricing_page": "https://docs.cloud.olakrutrim.com/basics/core-infrastructure/compute",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 2,
      "summary": "Indian AI cloud of Ola Krutrim. Its compute documentation prices GPU virtual machines by the hour in Indian rupees, each a whole VM with its vCPUs and memory; the figure is the on-demand rate. The page also lists one- and six-month reserved rates, which are not shown here, and says nothing about GST. The dollar figure uses the ECB reference rate of the day.",
      "notes": "GitBook ARIA table \"GPU Flavor | GPU Type / Count | RAM | GPU Memory | vCPUs | Unit | On-Demand Price | Monthly Reserved | 6 Month Reserved\"; on-demand column only (1- and 6-month terms are no market of ours); AI Pods table not read; whole VM -> instance; cheapest per GPU, smaller flavour on a tie; A100 80GB -> a100-80, H100 (NVLink, 80 GB) -> h100; INR via ECB, the page says nothing about GST; region null",
      "page": "https://gpueconomy.com/providers/krutrim",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "servercore",
      "name": "Servercore",
      "type": "specialist",
      "website": "https://servercore.com/",
      "pricing_page": "https://servercore.com/services/cloud-based-gpu-servers/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "International cloud of the Selectel group, with data centres outside Russia and prices in several currencies. Its GPU price list gives an hourly and a monthly price per GPU model; the figure here is the hourly price in US dollars as the page prints it. It is a whole virtual machine with one GPU - the smallest configuration in its calculator, 8 vCPUs, 16 GB of memory and a small disk - not the GPU alone. The page says nothing about VAT.",
      "notes": "Static GPU table (GPU, Total memory, Hourly price, Monthly price, Bandwidth), columns by header; each price cell prints the same figure in EUR, USD, KZT, KES and UZS as separate elements - the USD element of the hourly column is read as printed; memory cell must equal the mapped card's memory; scope instance (minimum VM: 8 vCPU, 16 GB RAM, 5 GB SSD); on_demand, per_gpu, region null; no word on VAT. Separate price list from selectel (selectel.ru, RUB)",
      "page": "https://gpueconomy.com/providers/servercore",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "hivenet",
      "name": "Hivenet",
      "type": "specialist",
      "website": "https://www.hivenet.com/",
      "pricing_page": "https://www.hivenet.com/subscribe",
      "source_kind": "js_rendered",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "French cloud that rents GPU instances billed per second from prepaid credits. Its pricing page lists an hourly price for each instance size; the figure here is the one-GPU instance as the page shows it, in euros before tax and converted to US dollars at the day's ECB rate. It is the whole instance - 8 vCPUs, 73 GB of memory and 125 GB of disk with one GPU - not the GPU alone. Larger sizes cost the same per GPU.",
      "notes": "Rendered pricing page (cells served as \"-\", filled by a script from the presets API, which picks one preset per name across locations - france-2 for the RTX 5090); data-price=\"<n>x-<GPU>\" spans, vCPU rows skipped, only the 1 x row read (larger sizes same rate per GPU); scope instance (8 vCPU, 73 GB RAM, 125 GB disk included); on_demand, per_gpu, region null; EUR before tax (\"Applicable taxes may still be added\")",
      "page": "https://gpueconomy.com/providers/hivenet",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "tensorpool",
      "name": "TensorPool",
      "type": "specialist",
      "website": "https://tensorpool.dev/",
      "pricing_page": "https://tensorpool.dev/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "GPU cloud selling on-demand access to GPU clusters, billed by the hour. Its pricing page lists one hourly price per GPU type; the figure here is that price in US dollars as printed, for the GPU alone - CPU and storage are charged separately. The page also shows Lambda's and the big clouds' prices for comparison; those are not TensorPool's and are not used. The page says nothing about VAT.",
      "notes": "Static pricing page comparing Lambda Labs, TensorPool and Traditional Clouds in three cards and a grid; only the card headed TensorPool (\"GPU COSTS / HR\") is read, N/A is no price, the CPU line skipped; scope gpu_only (CPU $0.015/hr and storage priced apart); on_demand (grid category ON-DEMAND), per_gpu, region null; USD as printed, no word on VAT",
      "page": "https://gpueconomy.com/providers/tensorpool",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "vessl",
      "name": "VESSL AI",
      "type": "specialist",
      "website": "https://vessl.ai/en",
      "pricing_page": "https://vessl.ai/en/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "GPU cloud for AI training and inference that runs workloads as containers on shared clusters, billed per second. Its pricing page lists an on-demand hourly price per GPU for three cards; the figure here is that price in US dollars as printed, for a container with one GPU. Reserved clusters of larger cards are quoted by term only and are not listed here. The page says nothing about VAT.",
      "notes": "Static Container Compute table (GPU, VRAM, Architecture, On-Demand), found by the On-Demand header; the small-screen cards repeating it are not read; the Reserved VM Cluster table (\"Quoted by term\") has no figure. VRAM cell must equal the mapped card's memory; scope instance (a container per GPU, no CPU/RAM priced beside it); on_demand, per_gpu, region null; USD as printed, no word on VAT",
      "page": "https://gpueconomy.com/providers/vessl",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "cloudgpu",
      "name": "CloudGPU",
      "type": "specialist",
      "website": "https://cloudgpu.app/",
      "pricing_page": "https://cloudgpu.app/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 10,
      "current_quotes": 10,
      "summary": "Rents single GPUs by the minute from a prepaid balance, in public beta with no SLA. The machines belong to suppliers who list idle servers with it, but the hourly price is the platform's own, one per card, so each figure is read as a list price, not as a market floor.",
      "notes": "public-beta platform; one hourly list price per card set by the platform over suppliers' machines; read as a rate card, per GPU, on demand; A800/H800/H20/Ascend/4090D not tracked",
      "page": "https://gpueconomy.com/providers/cloudgpu",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "gpuwerk",
      "name": "GPUwerk",
      "type": "specialist",
      "website": "https://gpuwerk.com/",
      "pricing_page": "https://gpuwerk.com/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 2,
      "summary": "Rents dedicated machines in the EU by the minute from a prepaid balance, mostly NVIDIA DGX Spark, which we do not track as a card. Its rates are in US dollars excluding applicable tax, as the page prints them; a card the page lists as planned, with a waitlist, is not read.",
      "notes": "EU-Central operator (PRINT IT! SE); dedicated DGX Spark (GB10, not tracked) and x86 GPU machines by the minute; only cards marked Available read; USD excluding tax",
      "page": "https://gpueconomy.com/providers/gpuwerk",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "runcomfy",
      "name": "RunComfy",
      "type": "specialist",
      "website": "https://www.runcomfy.com/",
      "pricing_page": "https://www.runcomfy.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Hosted ComfyUI service that rents a private machine with one GPU by the second for image and video workflows. Its pricing page lists an hourly pay-as-you-go price per machine size; the figure here is that price in US dollars as printed, for the whole machine (the GPU with the vCPUs and memory shown beside it). Machine sizes that name two possible cards are not listed, and the lower Pro rates need a monthly subscription. The page says nothing about VAT.",
      "notes": "Static GPU Machine table (GPU Machine, Pay as You Go, Pro), found by its first header; Pay as You Go column only (Pro needs a monthly subscription). Only machines naming one card are read - \"T4, A4000\", \"A10G, A5000\", \"L40S, L40\" name two and are reported; the VRAM figure must equal the mapped card's memory. The training \"special rate\" table is another product, not read. Scope instance (the machine with its vCPUs and RAM); instance = tier name; on_demand, per_gpu, region null; USD as printed, no word on VAT",
      "page": "https://gpueconomy.com/providers/runcomfy",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "phala",
      "name": "Phala Cloud",
      "type": "specialist",
      "website": "https://phala.com/",
      "pricing_page": "https://phala.com/gpu-tee",
      "source_kind": "js_rendered",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "Confidential-computing cloud that rents NVIDIA GPUs inside trusted execution environments (Intel TDX with NVIDIA confidential computing), with attestation included. Its GPU page lists an on-demand price per GPU-hour for the H100 and H200, billed with a 24-hour minimum, and a one-month price for the B300; the figures here are those prices in US dollars as printed. The page says nothing about VAT.",
      "notes": "Rendered GPU TEE page, one card per GPU (Memory, Bandwidth, Region, Scale, two prices). First price read by its label: On-demand ($/GPU/hr, 24h minimum) -> on_demand, min_commitment 24h; 1-month (30d minimum) -> reserved 1mo. The Slot \"reserved\" price names no term, not read. Memory line must match the card; NVIDIA H100 -> h100 (no form factor printed). Scope instance (confidential VM per GPU, TDX and attestation included); per_gpu, region null; USD as printed, no word on VAT",
      "page": "https://gpueconomy.com/providers/phala",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "fpt",
      "name": "FPT AI Factory",
      "type": "specialist",
      "website": "https://factory.fpt.ai/",
      "pricing_page": "https://factory.fpt.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "GPU cloud of FPT, Vietnam's largest IT group, with data centres in Southeast Asia and Japan. Its pricing page lists GPU virtual machines by the hour, one to eight GPUs, with CPU, memory, local or block storage and a public IP included; the figure here is the one-GPU machine in US dollars as printed. The page says nothing about VAT.",
      "notes": "Static pricing page with five service tabs in one document; only the GPU Virtual Machine tab (data-service=gpu-vm, Local and Block Storage groups) is read, the 1x row of each card (sizes 1x-8x are linear). A card in both groups is one quote; the container tab repeats H100/H200 and is not read; inference tabs not read. Caption memory must equal the mapped card; region = the caption's location (Southeast Asia, Japan); scope instance; on_demand, per_gpu; USD as printed, no word on VAT",
      "page": "https://gpueconomy.com/providers/fpt",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "elice",
      "name": "Elice Cloud",
      "type": "specialist",
      "website": "https://elice.io/en/cloud",
      "pricing_page": "https://elice.io/en/cloud/pricing/eci",
      "source_kind": "js_rendered",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 6,
      "summary": "GPU cloud of Elice, a Seoul AI education and cloud company. Its English pricing page lists GPU instances by the hour, one to eight GPUs with vCPUs and memory, on demand and as reclaimable spot; the figure here is the rate charged for the one-GPU instance in US dollars, not the struck-through list price beside it. The page names no location and says nothing about VAT.",
      "notes": "Rendered ECI pricing page; one drawn table Instance | vRAM | CPU | RAM | Spot | On-demand | Reserved, rows 1x-8x. Each Spot and On-demand cell prints a discount, a struck-through list figure and the charged $N/hr - only the charged figure is read, columns by header name, 1x rows only (larger sizes are the 1x rate times the count). Reserved reads Contact sales, not read. Scope instance (vCPU and RAM in the row); instance = the row id (G-NHHS-80); region null; on_demand and spot, per_gpu; USD as printed on the English page, no word on VAT",
      "page": "https://gpueconomy.com/providers/elice",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "hpcai",
      "name": "HPC-AI.COM",
      "type": "specialist",
      "website": "https://www.hpc-ai.com/",
      "pricing_page": "https://www.hpc-ai.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "GPU cloud of HPC-AI Technology, the Singapore company behind Colossal-AI. Its pricing page lists on-demand GPUs by the hour as \"From\" a rate per card, and rents each machine whole, eight cards at a time; the figure here is that per-card rate in US dollars as printed. Reserved clusters are by quote. The page says nothing about VAT.",
      "notes": "Next.js pricing page, every figure in the served HTML; only the On-Demand Cloud GPU table (section cloud-gpu-price-info) is read, the served \"Per card\" column \"From $N /gpu/hour\" under the note \"we support full-machine rentals with 8 cards only\" - per_gpu as printed, instance \"<card>, 8-card machine\". Reserved reads Contact Sales; Batch Jobs (B200 from $3.50) is a queued service, not read; meta-description figures are not on the page and never read. RTX-4090 printed with 40 GB VRAM -> unmapped. Scope advertised_from; on_demand; region null; USD as printed, no word on VAT",
      "page": "https://gpueconomy.com/providers/hpcai",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "barrack",
      "name": "Barrack AI",
      "type": "specialist",
      "website": "https://barrack.ai/",
      "pricing_page": "https://barrack.ai/pricing",
      "source_kind": "js_rendered",
      "regions": null,
      "scraped": true,
      "models_tracked": 8,
      "current_quotes": 8,
      "summary": "GPU cloud selling on-demand instances by the minute, with no spot market and no contract. Its pricing page lists one hourly rate per GPU in US dollars, drawn by a script; the figure here is that rate as printed. Storage is priced separately per terabyte-hour. The page says nothing about VAT.",
      "notes": "Single-page app: the served HTML is a shell with no figure, so the page is rendered (_render, our user agent) and the \"GPU Pricing\" card is read with its defaults, USD and Per hour - one \"$N/hour\" row per GPU. H100-PCIe-80GB and H100-PCIe-NVLink-80GB are both h100-pcie (80 GB); the cheaper is the quote, the row name is the instance. per_gpu, gpu_count 1, scope instance, on_demand, region null; EUR and INR buttons not read; no word on VAT. Card names match Hyperstack flavours - not stated whether it runs on that capacity",
      "page": "https://gpueconomy.com/providers/barrack",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "stn",
      "name": "STN",
      "type": "specialist",
      "website": "https://www.stninc.com/",
      "pricing_page": "https://www.stninc.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "Sold as reserved, single-tenant capacity only, with a minimum contract of 3 years (4 and 5 years also offered); no on-demand rate is published. The figure is the 3-year rate per GPU-hour; networking, fabric and data egress are included, storage is billed separately. A \"from\" rate is entry pricing for qualifying cluster sizes; the final rate depends on cluster size, region and term.",
      "notes": "reserved only, per GPU-hour; 3-year column read as reserved_3y (minimum term); 4/5-year columns not read (no market); FROM cells advertised_from; indicative Vera Rubin not read; the page's JSON-LD ($3.75 B200, $4.25 B300) disagrees with the visible table and is never read",
      "page": "https://gpueconomy.com/providers/stn",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "trooper",
      "name": "Trooper.AI",
      "type": "specialist",
      "website": "https://www.trooper.ai/",
      "pricing_page": "https://www.trooper.ai/prices",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 11,
      "current_quotes": 11,
      "summary": "German company renting GPU servers it builds from upcycled hardware and runs itself, billed by the hour from a prepaid credit balance. Each row of its price table is a server type offered in several sizes; the figure here is the smallest size, one card, in euros as printed (the page says \"All prices are final\" and nothing about VAT). The page also shows a lower promotional figure, which is the same rate paid with the 15% bonus credit a deposit buys this month - not a separate price.",
      "notes": "Static HTML table, one row per server type (Blib): GPU \"1-6x RTX A4000 16 GB\", RAM/cores/disk ranges, a struck-through Price (EUR/h) and a +15% Promo Price that is the Price over 1.15 (bonus credit on deposits this month) - the Price is read and the relation checked per row. Scope advertised_from (the row is a range of configurations priced at its smallest; the featured M1 plans print more). per_gpu, gpu_count 1, on_demand, region null, instance the Blib name. RTX 4090 48 GB and RTX 4080 Super 32 GB (modified boards) and RTX Pro 4000 Blackwell (edition not said) not mapped. \"All prices are final\", no word on VAT",
      "page": "https://gpueconomy.com/providers/trooper",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "bamboozle",
      "name": "Bamboozle Web Services",
      "type": "specialist",
      "website": "https://bamboozle.me/",
      "pricing_page": "https://bamboozle.me/compute/gpu/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "UAE cloud operator running its own racks in Dubai, Fujairah and Vienna since 2015, renting GPU virtual machines by the hour. The figure is its one-GPU instance, which includes vCPUs and RAM; storage is billed separately. Its GPU machines run in Dubai (Equinix DX1). The page prices in US dollars and says nothing about VAT. It does not say whether its H100 is the SXM or PCIe edition, so it is listed as an H100 with the form factor not stated.",
      "notes": "Static WordPress HTML: under \"Plans & Pricing / GPU Instances\" one tab per card (T4 16 GB, A100 80 GB, H100 80 GB), each a table Flavor | GPUs | vCPU | RAM | Hourly | Monthly with 1x-8x rows, linear in the count. The 1x row is read, per_gpu, gpu_count 1, on_demand, scope instance (vCPU and RAM included), instance the flavor name (GPU_H100_1x). Region \"Dubai DX1\" read from \"All GPU VMs deploy on Dubai DX1\". H100 form factor not printed -> h100. H200 \"on request\", no row. \"All prices in USD\", no word on VAT",
      "page": "https://gpueconomy.com/providers/bamboozle",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "mimicpc",
      "name": "MimicPC",
      "type": "specialist",
      "website": "https://www.mimicpc.com/",
      "pricing_page": "https://www.mimicpc.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 4,
      "summary": "Hosts ComfyUI and other image-generation apps on machines rented by the hour, billed from the moment the machine is ready until it is stopped, paid from an added balance. The figure is the whole machine, with its RAM and the app workspace. Its cheaper Bargain tier can be interrupted when demand rises and is listed as spot. The page prices in US dollars and names no region; it says nothing about VAT. Machines it lists as \"L4•A10\" are not listed here, since the page does not say which of the two cards a renter gets.",
      "notes": "Static HTML: one grid headed \"Hardware Configuration\", four machines (Medium T4 16 GB, Large and Large-pro \"L4•A10\" 24 GB, Ultra L40S 48 GB) and two price rows, \"Instant Access\" (on_demand) and \"Bargain Access\" (spot: \"can be interrupted if market demand rises or your bid is exceeded\"), each \"＄N / h\". Only machines naming one card are read; \"L4•A10\" names two and goes to fetch.unmapped. per_gpu, gpu_count 1, scope instance (machine RAM and app workspace included), instance the tier name, region null. Monthly plans buy credit at the same rates, not read. No word on VAT",
      "page": "https://gpueconomy.com/providers/mimicpc",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "lium",
      "name": "Lium",
      "type": "marketplace",
      "website": "https://lium.io",
      "pricing_page": "https://lium.io/pricing",
      "source_kind": "api",
      "regions": null,
      "scraped": true,
      "models_tracked": 18,
      "current_quotes": 27,
      "summary": "A marketplace where providers set their own prices per machine. Each figure is a floor - the median of the five cheapest asks on machines Lium does not mark as reclaimable (its \"secure\" tier) whose provider scores 95 or more on Lium's own 14-day reliability score - withheld when too few are free. The score is Lium's; the 95 threshold is ours. Lium lists only machines free right now, so most cards read \"thin market\" most hours. Machines rented whole are a separate row; its spot machines are not read.",
      "notes": "marketplace, keyless public nodes feed (/api/public/v1/nodes, lists only nodes rentable now); trimmed floor of the 5 cheapest verified asks, withheld when the window cannot carry a floor (fewer than 3, or a median over 3x the cheapest); verified = tier secure and reliability_score >= 95 (Lium's 14-day score, owner's rule of 2026-10-17); single-GPU book = nodes taking an order of one GPU, at price_per_gpu_hour; multi-GPU book = nodes of 2+ GPUs taking no order below two, wholly free, at price_per_node_hour; spot tier not read; links the card page named in /pricing.json",
      "page": "https://gpueconomy.com/providers/lium",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "theai",
      "name": "TheAI Cloud",
      "type": "specialist",
      "website": "https://cloud.theai.com/",
      "pricing_page": "https://cloud.theai.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "Sold only as whole 8-GPU B300 nodes on 24- or 36-month terms, take-or-pay with 30% at signing; the node is ready 4-6 weeks after the deposit and billing starts after acceptance benchmarks pass. The figure is the 36-month rate for the node, CPU, memory and storage included; the 24-month rate is not listed here.",
      "notes": "reserved only: whole 8x B300 SXM 288GB node, Atlanta; 36-month row read as reserved_3y per node (8 GPUs); 24-month row not read (no market); on-demand \"planned\"; the comparison table of other providers' rates is never read",
      "page": "https://gpueconomy.com/providers/theai",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "limestone",
      "name": "Limestone Networks",
      "type": "specialist",
      "website": "https://limestonenetworks.com/",
      "pricing_page": "https://limestonenetworks.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "Rents whole dedicated 8-GPU nodes, single-tenant, with CPUs, memory, disks and bandwidth included. The figure is the node's hourly rate divided by its eight GPUs; the page also prints the same rate as a monthly price (x 730 hours).",
      "notes": "dedicated 8-GPU bare-metal nodes, Dallas; node-hour figure read per_node (8 GPUs), cross-checked against the printed GPU-hour; GB300 NVL72 rack not read (no rack-hour figure)",
      "page": "https://gpueconomy.com/providers/limestone",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "flexai",
      "name": "FlexAI",
      "type": "specialist",
      "website": "https://flex.ai/",
      "pricing_page": "https://flex.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "Dedicated endpoints and clusters priced per GPU-hour and metered per minute, on-demand; reserved and custom package rates are by contact. The figure is the GPU rate as printed, with nothing else named beside it.",
      "notes": "dedicated GPU block only: per GPU-hour on-demand, gpu_only (no vCPU/RAM printed beside a card); bare A100 unmapped (40 or 80 GB not named); per-token serverless lists never read",
      "page": "https://gpueconomy.com/providers/flexai",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "fluidcore",
      "name": "FluidCore",
      "type": "specialist",
      "website": "https://fluidcore.ai/",
      "pricing_page": "https://fluidcore.ai/pricing/gpuspricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 2,
      "summary": "Rents whole multi-GPU bare-metal nodes in India, priced per node-hour in rupees, with NVLink, InfiniBand and NVMe storage included. The figure is the on-demand node rate divided by its GPUs; the page says nothing about GST.",
      "notes": "multi-GPU nodes in INR; On-Demand HR column read per_node with its GPU count, lowest price per GPU kept per card (A100 4x and 8x); 1- and 3-month reserved columns not read; custom 16+ GPU cluster not read",
      "page": "https://gpueconomy.com/providers/fluidcore",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "farmgpu",
      "name": "FarmGPU",
      "type": "specialist",
      "website": "https://farmgpu.com/",
      "pricing_page": "https://farmgpu.com/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 4,
      "current_quotes": 4,
      "summary": "Rents 8-GPU clusters on demand, billed per second, with local storage and standard networking included and no egress fee. Each card prints one hourly figure; the page's own comparison line gives the H100 figure \"Per GPU/hr\", so every card is read per GPU.",
      "notes": "on-demand 8-GPU clusters; card figure read per GPU-hour, cross-checked against the page's \"H100 SXM Per GPU/hr\" line; long-term terms quoted per cluster, not read",
      "page": "https://gpueconomy.com/providers/farmgpu",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "vagon",
      "name": "Vagon",
      "type": "specialist",
      "website": "https://vagon.io/",
      "pricing_page": "https://vagon.io/cloud-computer/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 2,
      "current_quotes": 2,
      "summary": "Rents cloud computers - a Windows workstation streamed to the browser - billed by the minute from a prepaid balance. The figure is the whole computer, with its cores and RAM; for each card the option with the lowest price per GPU is listed. A storage plan, from $7.99 a month, keeps the computer's disk and is charged beside the hourly rate. The page prices in US dollars, says prices can vary by region without naming the region of the figures, and says nothing about VAT.",
      "notes": "Static HTML (Framer, no charset; read as UTF-8): \"Pay per Use\" cloud computer options, A10G (Spark/Flame/Blaze 1x, Lava 4x 24 GB) and T4 (Planet/Star 1x, Galaxy 4x 16 GB), \"$X/hour\", billed by the minute. One quote per card: the lowest price per GPU (Spark, Planet). Scope instance, instance the option name, region null (the page says pricing can vary by region; region table not read). CPU-only options and the storage plan not read. No word on VAT",
      "page": "https://gpueconomy.com/providers/vagon",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "airgpu",
      "name": "airgpu",
      "type": "specialist",
      "website": "https://airgpu.com/",
      "pricing_page": "https://airgpu.com/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 7,
      "summary": "Rents cloud PCs - a Windows machine streamed to your device - for gaming, rendering and other GPU work, paid from bought credit with no subscription. Its data-centre cards (T4, L4, A10G, L40S) are priced \"from\" a figure across data centres worldwide, without saying which machine or place it applies to; its RTX cards are one fixed machine each, available in North America. Rates are in US dollars excluding VAT, as the page prints them; storage is charged beside them.",
      "notes": "Static HTML, the home page's #pricing section: Datacenter Series (Tesla T4, L4, A10G, L40S) \"from N vCPUs from N GB RAM from $ X per hour\" -> advertised_from, region null; RTX Series (Quadro RTX 4000, RTX A4000, RTX A5000) one fixed machine each, \"available in North America\" -> instance, region North America. \"similar to Nvidia GeForce ...\" is a comparison, not read. per_gpu, one GPU, instance null. Storage ($3.50/mo per 50 GB) not read. USD excluding VAT, as printed",
      "page": "https://gpueconomy.com/providers/airgpu",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "nebulablock",
      "name": "Nebula Block",
      "type": "specialist",
      "website": "https://www.nebulablock.com/",
      "pricing_page": "https://www.nebulablock.com/pricing/gpu-instances",
      "source_kind": "js_rendered",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 7,
      "summary": "A GPU cloud that runs its own data centres in Canada. Its pricing page lists one rate per instance by the hour; instances whose name ends in \"spot\" are read as spot rates, the others as on-demand, and instances marked out of stock are not listed. Rates are in US dollars as printed, with no word on tax.",
      "notes": "Rendered Next.js page, the \"On-Demand GPU Instances\" table (GPU | vCPU | RAM | PRICE/hr). 1x rows per_gpu, the 8x row per_node gpu_count=8. Market from the instance name: \"-spot\" -> spot, else on_demand. \"Out of stock\" rows skipped. Not mapped: H100-NVLink-spot, H200-NVLink-spot (SXM or NVL not stated, no memory printed). Scope instance, instance = row name without the count, region null. The \"Reserve Now ... Starts from\" strip, CPU instances and object storage not read. USD as printed, no word on tax",
      "page": "https://gpueconomy.com/providers/nebulablock",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "lightning",
      "name": "Lightning AI",
      "type": "specialist",
      "website": "https://lightning.ai/",
      "pricing_page": "https://lightning.ai/pricing/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 7,
      "current_quotes": 7,
      "summary": "Rents cloud development machines (\"Studios\") billed by the second, paid in its own credits at one dollar each. The rates listed are for machines with a single GPU, which its free tier rents without a subscription; machines with more GPUs need a paid monthly plan and are not listed, and interruptible machines are priced as a range and are not listed either. The page says prices vary; they are read as printed each hour.",
      "notes": "Static HTML, the \"1 GPU\" tab of \"Compute costs\" (default; the free tier rents single GPUs, multi-GPU Studios need the Pro plan). Column \"Cost/GPU/hr*\" (non-interruptible); the interruptible column prints a range and is not read. Cards by name and VRAM: T4, L4, L40S, A100 40/80 GB, H100 80 GB -> h100 (form not stated), H200 141 GB; RTXP 6000 96 GB not mapped (Blackwell or Max-Q). per_gpu, one GPU, scope instance, instance null, region null. USD ($1 = 1 credit); \"Prices vary\", read as printed",
      "page": "https://gpueconomy.com/providers/lightning",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "runware",
      "name": "Runware",
      "type": "specialist",
      "website": "https://runware.ai/",
      "pricing_page": "https://runware.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 6,
      "current_quotes": 6,
      "summary": "Serverless GPUs for your own models and containers, billed by the second of runtime and shown here as an hour, per GPU. The reserved rates it advertises as \"as low as\" name no term and are not listed.",
      "notes": "Static HTML, table \"Serverless and reserved GPU rates\" under the model rate sheet: Per hour column, per GPU, read only where Per second x 3600 agrees within a cent. Reserved (\"as low as\", no term), GB300 NVL72 (Contact) and CPU not read. L40s 48 GB, RTX PRO 6000 96 GB, H100 80 GB HBM3 -> h100 (form not stated), H200 141 GB, B200 180 GB, B300 280 GB. Market serverless, scope instance, region null",
      "page": "https://gpueconomy.com/providers/runware",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "cato",
      "name": "Cato Digital",
      "type": "specialist",
      "website": "https://cato.digital/",
      "pricing_page": "https://cato.digital/product/gpu/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 3,
      "summary": "Rents whole bare-metal servers by the hour, eight GPUs each, priced per server; shown here per GPU. The monthly prices beside them assume a year paid in advance and are not listed. Its servers are \"fail in place\": a failed server is replaced, its storage is not.",
      "notes": "Static HTML (no charset, read as UTF-8), \"GPU Servers\" table: Hourly row per server, per_node with gpu_count from the GPU row; one quote per card, the smallest server (g2.xlarge 16x V100 32GB not read). Monthly row = annual prepayment, not read. 8x V100 32GB -> v100-32, 8x V100 16GB -> v100, 8x A100 80GB -> a100-80 (form not stated). On-demand, scope instance, region null",
      "page": "https://gpueconomy.com/providers/cato",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "airon",
      "name": "Airon",
      "type": "specialist",
      "website": "https://www.airon.ai/",
      "pricing_page": "https://www.airon.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 5,
      "current_quotes": 5,
      "summary": "Rents bare-metal GPU servers by the hour and prints each server's price as a \"from\" figure; shown here per GPU, from the smallest server of each card. The headline \"from\" prices at the top of its page are not listed: they do not name the server they apply to.",
      "notes": "Static HTML (Webflow CMS), table \"Bare metal GPU resource\": one row per server, \"From $ X /h\" per node, gpu_count from \"Nx\" (1x = per_gpu); hidden \"TBA\" cells (w-condition-invisible) skipped. One quote per card, the smallest server. 1x H100 80GB PCIe -> h100-pcie, 8x HGX H200 141GB SXM -> h200, 2x L40S -> l40s, 1x RTX A6000 -> rtx-a6000, 1x RTX A5000 -> rtx-a5000. Held: 8x HGX H100 80GB SXM5 (tile calls the same $1.88/GPU \"H100 NVL PCI-E\"), 8x HGX B200 288GB (memory not a B200's). Card tiles not read. On-demand, scope advertised_from, region null",
      "page": "https://gpueconomy.com/providers/airon",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "helios",
      "name": "Helios Cloud",
      "type": "specialist",
      "website": "https://www.helios.co/",
      "pricing_page": "https://www.helios.co/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 3,
      "current_quotes": 6,
      "summary": "Sold as reserved capacity only, on terms of one to five years; no on-demand rate is published. The figure is the rate per GPU-hour for the term shown; the page names no CPU, memory or storage with it and no minimum quantity - Helios confirms the configuration, minimum reservation and availability on request. The 2-, 4- and 5-year rates are not listed here.",
      "notes": "reserved only: one table, USD per GPU-hour, a column per term (1-5 years); 1-year and 3-year columns read as reserved_1y / reserved_3y, per GPU, gpu_only; 2/4/5-year columns not read (no market); the calculator under the table is not read",
      "page": "https://gpueconomy.com/providers/helios",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "octa",
      "name": "Octa.space",
      "type": "marketplace",
      "website": "https://octa.space/",
      "pricing_page": "https://cube.octa.computer/marketplace/compute",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 10,
      "current_quotes": 11,
      "summary": "A marketplace where hosts set their own price per machine. Each figure is a floor - the median of the five cheapest asks on machines whose Stability and 30-Day Machine Uptime, as Octa.space prints them, are both 95% or more and which have at least one successful rental - withheld when too few qualify. Octa.space prints no verified badge; the thresholds are ours. The price is the machine's Total Cost as its card shows it, including the default 100 GB disk; traffic is billed per GB on top. Machines rented whole are a separate row; machines mixing two GPU models are not read.",
      "notes": "marketplace, server-rendered machine cards on cube.octa.computer/marketplace/compute, read sorted by total_price_usd asc, 100 a page, every page \"Showing N nodes\" calls for; trimmed floor of the 5 cheapest verified asks, withheld when the window cannot carry a floor (fewer than 3, or a median over 3x the cheapest); verified = Stability >= 95% and 30-Day Machine Uptime >= 95% and Success Rentals >= 1 (owner's rule of 2026-10-17); price = Total Cost (base + default 100 GB disk); single-GPU book = machines with one GPU line of 1x; multi-GPU book = one GPU line of 2+, per node; mixed machines not read; RTX 4000 (20 GB) not mapped (Ada or SFF Ada); links the sorted page the floor's machine stands on",
      "page": "https://gpueconomy.com/providers/octa",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "yottalabs",
      "name": "Yotta Labs",
      "type": "specialist",
      "website": "https://www.yottalabs.ai/",
      "pricing_page": "https://www.yottalabs.ai/pricing",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 10,
      "current_quotes": 18,
      "summary": "Rents GPU pods by the second through its own orchestration across data centres, at one hourly list price per card. The Spot column is read where it prints a rate below the same row's on-demand rate; a spot figure above it is left out. Not the Indian Yotta Data Services.",
      "notes": "GPU pods at one list price per card (On-demand, Spot columns); read as a rate card, per GPU; a spot cell at or above its own on-demand rate is not read; bare H100 -> h100",
      "page": "https://gpueconomy.com/providers/yottalabs",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "mws",
      "name": "MWS Cloud Platform",
      "type": "specialist",
      "website": "https://mws.ru/",
      "pricing_page": "https://mws.ru/docs/cloud-platform/about/general/mws-cloud-platform-pricing.html",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "Russian public cloud of MTS (MTS Web Services). Its tariff page bills a GPU virtual machine as separate lines - the graphics card, each vCPU and each gigabyte of memory - so the figure here is the card's line alone, and the processor and memory a machine needs are added on top. Prices are in roubles and include 22% VAT, as the table states; GPU machines are offered in the ru-central1 region only. The dollar figure uses the Bank of Russia's official rate of the day.",
      "notes": "Static tariff page (docs); table Compute / Виртуальные машины; rows \"Видеокарта (GPU) <card> в регионе <region>\" only, gpu_only scope (vCPU and RAM for GPU VMs are separate lines); hourly column \"₽/час с НДС 22%\" (the monthly column is a 720-hour reference); RUB with VAT as printed; a row whose footnote or region start date is after today is skipped; NVIDIA A100 80GB = a100-80; instance = row label without the footnote mark; region = the row's own label (ru-central1)",
      "page": "https://gpueconomy.com/providers/mws",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "tensorcloud",
      "name": "TensorCloud",
      "type": "specialist",
      "website": "https://tensordata.com/",
      "pricing_page": "https://tensordata.com/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 1,
      "current_quotes": 1,
      "summary": "Indian GPU cloud (Tensordata Global Private Limited) selling GPU notebooks, virtual machines and model deployments, with data kept in India. Its home page prints an hourly rupee price per GPU card; a card the page marks sold out is not listed here. The page does not say whether GST is included or added; the figure is shown as printed. The dollar figure uses the European Central Bank's reference rate of the day.",
      "notes": "Static home page, section #pricing (\"Enterprise GPU Instances\"): one card per GPU - heading, availability badge, form badge, \"₹N /hr\", memory; a card marked \"Sold Out\" is skipped; key (heading, form, memory GB): NVIDIA A100 SXM4 80 = a100-80; per_gpu, instance scope, instance = heading + form; INR as printed (GST not stated); region null",
      "page": "https://gpueconomy.com/providers/tensorcloud",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "openrelay",
      "name": "OpenRelay",
      "type": "specialist",
      "website": "https://openrelay.inc/",
      "pricing_page": "https://openrelay.inc/gpus",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 9,
      "current_quotes": 9,
      "summary": "US GPU cloud (OpenRelay, formerly VectorLay) running GPU virtual machines and inference on a distributed network of hardware that others contribute. OpenRelay sets one hourly list rate per GPU and bills it by the second, with no commitment; a multi-GPU machine is that rate times its GPUs. The page names no location, no tax and no egress fee.",
      "notes": "Static catalog page /gpus (Next.js, server-rendered): one card per GPU - h2 heading, \"<N>GB <memory> · <architecture>\", \"$X/hr\", \"billed per second\"; key (heading, memory GB) -> id; per_gpu, gpu_count 1, instance scope, instance = heading; on_demand; USD; region null. vectorlay.com redirects here; llms.txt prints the same list rates.",
      "page": "https://gpueconomy.com/providers/openrelay",
      "referral_url": null,
      "fees": []
    },
    {
      "id": "sesterce",
      "name": "Sesterce",
      "type": "specialist",
      "website": "https://www.sesterce.com/",
      "pricing_page": "https://www.sesterce.com/",
      "source_kind": "html",
      "regions": null,
      "scraped": true,
      "models_tracked": 23,
      "current_quotes": 23,
      "summary": "Advertised starting rates (\"from\") per GPU-hour, on-demand; the rate you are quoted can be higher.",
      "notes": "Home page offer table (static HTML) - \"From / GPU / hr\" on-demand rates, recorded as advertised_from. H100 and A100 rows fold SXM and PCIe into one model and are not mapped.",
      "page": "https://gpueconomy.com/providers/sesterce",
      "referral_url": null,
      "fees": []
    }
  ],
  "not_listed": [
    {
      "subject": "Genesis Cloud",
      "provider_id": "genesis",
      "reason": "inactive",
      "detail": "Reported to be in liquidation, and its site does not load: the origin server is unreachable.",
      "checked_at": "2026-09-15"
    },
    {
      "subject": "Runcrate",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A broker across other clouds: each GPU is shown at the lowest of several offers from different providers and regions (its own API gives the minimum and maximum), so the figure is another operator's price, not a rate card of its own.",
      "checked_at": "2026-09-16"
    },
    {
      "subject": "Exoscale",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Its price file lists the same figures under EUR, CHF and USD, and the page switches the currency label without changing them, so we cannot tell which currency a GPU rate is in.",
      "checked_at": "2026-09-17"
    },
    {
      "subject": "BreezeHost",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "One card (RTX 5090), out of stock; the on-demand rate appears only in the page title, the body prints a spot \"from\" price.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "1Legion",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Reserved-only 8-GPU servers, and the page prints two different 12-month rates for the same card (RTX 5090 from $1.00 in the table, $0.59 in the comparison; H100 SXM $2.40 vs $1.99).",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "HyperAI",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "GPU hours come with a paid membership (the free plan has a GPU quota of 0 hours), so the hourly rate on the page is not the whole price of an hour.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "SpotGPUs",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Prices far below every other source (A100 80GB $0.29, GH200 $0.79 on demand) and payment in crypto; not taken until the offering can be verified as a rentable machine at that rate.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "compute.cheap",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Prices set against a \"Market\" column - a reseller of other clouds' capacity, not an operator's own rate card.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Impossible Cloud",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Long-term cluster listings for future delivery (GB300 NVL72 \"2027 Q1\", 36-month terms, \"Request this cluster\") - capacity sold ahead, not an hourly rate.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Hinode",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Machines priced by VRAM and RAM \"from\" (L4 24 GB from $1.75/hr), the cheapest being fractions of a GPU; no whole-GPU rate to compare.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "OmegaGradient",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Open marketplace catalogue with one to four offers per card - below the three verified offers a marketplace floor needs.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "GPUhub",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Rendered page and its own open API disagree about tenfold (RTX PRO 6000 $1.16/hr on the page, $11.02 per GPU-hour in the API); which is the price cannot be told.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Cleura",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Its public price list (the JSON its pricing page loads) carries VMs and storage but no GPU; no GPU rate found after rendering.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "GPUOutlet",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Rendered, the page is a \"Reserved GPU Capacity Marketplace\" - resale of reserved capacity, not an hourly rate card of its own.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Cyfuture AI",
      "provider_id": "cyfuture",
      "reason": "unreadable",
      "detail": "Its static price page reads from a desk, but answers 403 Forbidden to every hourly read from our GitHub Actions runners (2026-09-28, 20:37 and 21:37 UTC), so no quote was ever stored. A refusal is not worked around; the parser module was withdrawn and is re-added only if a re-probe from the runners is answered.",
      "checked_at": "2026-09-29"
    },
    {
      "subject": "AtmosCompute",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Per-card pages list shifting configurations that look like resold marketplace offers (0 vCPU rows, 45 GB A40, 20 GB RTX 3090); what machine a row is cannot be verified on the page. The page read on 2026-09-26, atmoscompute.com/prices/gpu/a40, answers 404 since (checked 2026-10-03), so the link is the site itself.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "TensorDock",
      "provider_id": "tensordock",
      "reason": "unreadable",
      "detail": "Its marketplace API, where machines and their prices were listed, returns an empty host list since TensorDock was acquired by Voltage Park.",
      "checked_at": "2026-09-06"
    },
    {
      "subject": "Novita AI",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "GPU instance prices are drawn in the browser from a keyed API; none are in the page HTML.",
      "checked_at": "2026-09-15"
    },
    {
      "subject": "Theta EdgeCloud",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "The pricing path renders \"Page not found\"; no GPU rate on the rendered site.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Qubrid",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "GPU prices sit behind a \"GPU Compute\" tab that takes a click; rendering shows only per-token model prices, and clicking is not reading.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "QuickPod",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Rendered home page carries no GPU-hour price; offers appear only inside the signed-in app.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Ekasunucu",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Rendered GPU server page names H100 and A100 with no hourly price (monthly servers, TRY by default).",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "IBM Cloud",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Rendered GPU product and pricing pages name A100, L40S, MI300X and B300 with no published hourly rate.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "AIEEV",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Rendered pricing page (Wix) shows no GPU-hour price.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Alibaba Cloud",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Rendered ECS price list shows no GPU instance rate without choosing region and family by hand.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Akash Network",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Prices are \"derived from recent provider bids ... weighted by GPU count\" - an average, which the marketplace rule excludes (a real ask, never an average).",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "SF Compute",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "The pricing path redirects to a login; the home page is a spot and reserved market with no rate card.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "io.net",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "No pricing page (/pricing 404); the hardware price API answers 401 without authentication.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "NeevCloud",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Its price page answers 403 to a plain request from our own user agent; bot protection is never worked around, so the page cannot be read.",
      "checked_at": "2026-09-27"
    },
    {
      "subject": "Spheron",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Its own pricing page calls the figures \"live rates across 5+ providers\" and \"the cheapest live on-demand rate per GPU on the Spheron marketplace\", with a \"Supplier Matchmaking\" service that sources from a partner network - a broker of other operators' offers, and a single cheapest ask rather than a floor over a window.",
      "checked_at": "2026-09-27"
    },
    {
      "subject": "Nscale",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its sitemap has no pricing page at all; the priced paths are per-card pages (/gpu-nodes/nvidia-h100, -h200, -gb200, -gb300-nvl72), and all four are served as static HTML with no figure on them - the call to action is \"Reserve GPUs\" and \"Get in touch\". The page even carries a schema.org Offer whose priceSpecification names the currency (USD) and the unit (1 GPU node) and leaves the price out.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "FluidStack",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its sitemap lists only the home page, jobs, news and legal pages - no priced path exists to probe - and the home page it serves carries no rate, no \"per hour\" and no pricing section of any kind. Capacity is arranged by talking to the company.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "Nebul",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its GPU page names B300, L40S and L4 and prints no price, rendered as a visitor's browser draws it (314 KB of rendered HTML, not one currency figure); the page offers \"Talk to us\" instead. The served HTML had already shown no figure on 2026-09-27.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "ConoHa (GMO)",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Cloudflare answers its robots.txt itself with an interactive challenge (\"Just a moment...\", HTTP 403) to a plain client, so not even the crawling rules can be read, let alone a price page. A challenge is a refusal: it was asked once and not retried, and no browser user agent was tried.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "GreenNode",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Its pricing page prices GPU instances per 30 days in Vietnamese dong, and prints hourly figures only for platform products (\"Starting at 2,356 VND/hour\"), never for a named card. Not a GPU-hour. The dong is also a rate our fx_rate column cannot carry to six decimals (about 0.000038 USD), so a dong source waits for that column to widen. Re-probed 2026-09-28.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "Cloudzy",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "GPU VPS priced by the month: RTX PRO 6000 $845/mo, RTX 5090 $649.35/mo. No hourly rate anywhere.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Wafer",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "An inference API, not GPU rental: no pricing page (/pricing 404), and MI350X is named only as hardware the service runs on. There is no machine to rent by the hour.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "HiAPI",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Sells model API credits, not GPU time: the pricing page carries no GPU-hour figure.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Standard Compute",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A flat LLM subscription (a $39 plan); no GPU rental and no GPU-hour rate on the site.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Ori",
      "provider_id": null,
      "reason": "inactive",
      "detail": "The pricing page redirects to radiant.co/ori, which states \"Ori has merged with Brookfield-backed Radiant\". No price page survives the merge.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Fly.io",
      "provider_id": null,
      "reason": "inactive",
      "detail": "The pricing page answers 200 and no longer lists any GPU: the GPU product it had is not on it.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "CloudFerro",
      "provider_id": null,
      "reason": "inactive",
      "detail": "No GPU price page can be found: /pricing/, /en/pricing/ and /pricing-list/ all answer 404, and robots.txt answers 403 HTML.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "3NV",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "An Estonian VM host, not a GPU cloud: its pricing page sells vCPU, RAM and NVMe by the month in euro (3.49 EUR per vCPU, 2.99 EUR per GB of RAM) and the word \"GPU\" does not appear on it at all. The aggregator that listed it names GPUs only in its own \"alternatives\" sidebar.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "Ravion",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Not a GPU cloud: it is the successor to Flightcontrol, a deployment platform priced per module (compute stays in the customer's own cloud account). Its pricing page mentions GPUs zero times.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "Thalassa Cloud",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A European Kubernetes and VM platform priced in euro per vCPU, per GB and per volume-hour; its pricing page names no GPU.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "Elastx",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "A Swedish OpenStack and Kubernetes operator. Its pricing page carries no figure at all - it describes hourly billing and asks the reader to get in touch for a price.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "GPUaaS",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its cluster pages name the cards it offers (B300, B200, H200, H100, A100, RTX 5090, RTX 4090, RTX 6000) and print no rate for any of them; the pages lead to a checkout rather than a published price.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "UpCloud",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "robots.txt is served and open, but the pricing page answers a plain client with HTTP 403, so the rates cannot be read. Asked once, not retried, and no browser user agent was tried.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "WhiteFiber",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its real priced path (/gpu-pricing, found in its own sitemap after a guessed /pricing returned 404) is static HTML carrying exactly one sentence about price - \"Contact us to discuss pricing based on your specifications\" - and not a single figure.",
      "checked_at": "2026-09-27"
    },
    {
      "subject": "Cherry Servers",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its GPU offer lives at /dedicated-gpu-servers (found in sitemap-2.xml). The hourly figures printed there are for servers without a GPU: each card reads \"GPU Optional up to 1 GPU\" beside a rate such as 0.318 USD/hr, while the GPU itself - A2, A16, A100, T4, Quadro K2200/K4200 are named - is \"Configure Server\" or \"Chat with an Expert\" with no rate of its own.",
      "checked_at": "2026-09-27"
    },
    {
      "subject": "ionstream",
      "provider_id": "ionstream",
      "reason": "on_hold",
      "detail": "Its solutions page prints one \"from\" rate per GPU-hour for each card (B200, B300), with no term. The company told us in writing that these rates assume about a quarter of the server paid up front and that the B200 is no longer available. Until the page states the terms a rate is sold on, it cannot be listed as an hourly rental price.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "Timeweb Cloud",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its GPU page names the cards it rents (H200, H100, A100, A5000, A4000, A2000, A30, A2, T4) with benchmark scores, and prints no hourly rate for any of them in the served HTML: the only rouble figures are a minimum advance payment and grant sums. Re-probed 2026-09-28, when the currency stopped being a reason.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "Green AI Cloud",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "No pricing page (/pricing 404). A banner reads \"B200 ... rates starting at 3,75 USD/GPU/H\" and then sends the reader to \"Contact us\" - a starting-from banner, no rate card and no other card priced.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "zCLOUD (Zettabyte)",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Behind a \"Get Early Access\" form. The only figures are \"from $2.51 / GPU-hour\" on demand and \"from $2.20\" reserved, with no card named at all, so no figure can be attached to a GPU.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Zenlayer",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "No price path answers: /pricing/ 404 and the GPU product page 404. The home page carries no rate.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "LeaderGPU",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Rents by the period, not the hour: RTX 3090 \"from EUR 125 / from EUR 249\", 8x A40 EUR 238 / EUR 1,900, RTX 4090 EUR 329 a month. The bar is the term, not the currency - any currency has been read since 2026-09-28 - and no hourly figure is published to divide down from.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "GPUCloudHQ",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Monthly rates only: H100 SXM $1,249/mo, H200 $1,690/mo, B300 $3,790/mo. No hourly figure and no stated term to divide a monthly price by.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Sakura Internet",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its GPU line-up prices services, not named cards: the container product DOK at \"0.016 yen/second (57.6 yen/hour) and up\" and the VM product VRT at \"481 yen/hour and up\", tax included, each for a service whose card is one of V100 or H100; the bare-metal product PHY is \"please contact us\". Floors for a service are not a rate for a card. Re-probed 2026-09-28; yen is no longer a reason.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "IREN (IREN Cloud)",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "iren.com/solutions/gpu-cloud/ai-cloud answers 200 and lists five cards - H100, H200, B200, B300 and GB300 NVL72 - each with its specs and the words \"Contact sales\" where a rate would be; the page offers \"exclusive pricing\" when you \"deal directly with IREN\". Its sitemap carries no pricing path at all. Nothing to read until a rate is printed.",
      "checked_at": "2026-09-29"
    },
    {
      "subject": "Leaseweb",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "GPU servers are dedicated servers billed by the month, not by the hour. The pricing page is an Angular shell, but the shop backend it names itself (shop-api.leaseweb.com, SAP Commerce OCC) answers our user agent with no key: 787 GPU offers, e.g. a Dell R750 (16SFF+8NVMe) GPU 2x Xeon 4314 with an L4 in Amsterdam at EUR 395.30. The product's own sapUnit is {\"code\":\"MON\",\"name\":\"Months\"} and delivery is quoted at five days. Readable, but not an hourly rate - out of scope the way LeaderGPU is.",
      "checked_at": "2026-09-29"
    },
    {
      "subject": "Hexabyte",
      "provider_id": null,
      "reason": "inactive",
      "detail": "Swedish host (Umea) with four NVIDIA L4 plans priced by the hour in kronor - l4.gpu1 3.91, l4.gpu2 4.28, l4.gpu3 4.82, l4.dual-gpu 10.69 for two cards, ex VAT - but the service cannot be bought. The table is headed \"Prisexempel\" (price examples) and the only call to action under every plan, and in the page's hero, is \"Ga med i vantelistan\": join the waiting list. The figures are drawn by a script; a headless render under our own user agent showed them, so this is not a reading problem. Publishing them would put an hourly rate on the site that nobody can order.",
      "checked_at": "2026-09-29"
    },
    {
      "subject": "Database Mart",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Prices GPU servers by the month only - \"Advanced GPU VPS - RTX Pro 5000 $359.00/mo\", the term selector starting at 3 months - and the page carries no hourly rate for any card. The site sells hourly nothing, so this is scope, not a layout we could read better.",
      "checked_at": "2026-09-30"
    },
    {
      "subject": "CR8DL",
      "provider_id": null,
      "reason": "inactive",
      "detail": "The domain does not resolve at all: no A record for cr8dl.ai from this container and ENOTFOUND on a second, independent path. There is no page to read at any address, and the name reached us through an aggregator CSV that has evidently gone stale.",
      "checked_at": "2026-09-30"
    },
    {
      "subject": "GPUonCLOUD",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A broker of other operators' machines. Its pricing page, rendered, carries seven rates (L4 $0.03 an hour up to H100 80GB $2.50) under its own note that prices \"may vary based on availability, region, and host provider\", beside a link to \"500+ GPUs in the marketplace with real-time pricing\": indicative starting prices for machines other people own, not a rate card for a named machine - Runcrate's shape. The L4 at $0.03 is some twenty times under the median of every L4 this site reads, which is what an indicative floor looks like.",
      "checked_at": "2026-09-30"
    },
    {
      "subject": "Contabo",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Its GPU server page answers our own user agent 403 (the en/ path redirects to en-us/ and refuses there). A server's refusal is a refusal we accept: not retried, not worked around.",
      "checked_at": "2026-09-30"
    },
    {
      "subject": "Runyour AI",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "No rate on any public page. The marketing site names the H100 and the A100 and prints no figure in any currency; its console page for GPU Cloud, rendered under our own user agent, shows a shell whose only offers are \"Quote Inquiry\" and an invitation to rent out your own computer. The machine book, and any price in it, is behind a sign-in.",
      "checked_at": "2026-09-30"
    },
    {
      "subject": "Cirrascale",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Prices by the month, not by the hour, and says so: \"All pricing shown for servers are per server per month\". Every instance is offered on 1, 3, 6 and 12 month terms - 8x AMD MI300X at $22,499 monthly down to $17,999 annual, 4x MI250 at $4,679 monthly. The \"$3.85/GPUhr Equivalent\" beside each is Cirrascale's own division of a monthly price, not an hourly rate anyone can order. Readable and static; out of scope the way GreenNode and LeaderGPU are.",
      "checked_at": "2026-09-30"
    },
    {
      "subject": "Qudata AI",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A comparison site rather than an operator: its GPU pages count other providers' listings (\"A100: 127 offers, 39 providers with A100\"; \"H100: 62 offers, 30 providers\") and sell themselves as \"Compare offers in one place, rather than checking dozens of provider websites\". Not one currency figure appears on the catalogue page - every rate belongs to somebody else, and taking one would be copying a source we either read directly or have refused. The reason Runcrate and GPUonCLOUD are out.",
      "checked_at": "2026-09-30"
    },
    {
      "subject": "GPULab",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A JupyterLab notebook service rather than an hourly GPU cloud, and one card only: gpulab.io/pricing answers 200 with three plans for a dedicated NVIDIA K80 (12 GB) - $4.95 a day, $14.95 a week, $39.95 a month - and no hourly rate anywhere on the page. The plans are a flat fee for an immutable container, the enterprise option is \"Contact us\" for \"advanced GPUs\", and the footer is dated 2021. Priced by the day is not priced by the hour (the LeaderGPU and Database Mart reason), and the K80 is a card this site does not hold.",
      "checked_at": "2026-10-01"
    },
    {
      "subject": "Cloudalize",
      "provider_id": null,
      "reason": "inactive",
      "detail": "The brand no longer exists to price. cloudalize.com answers 200 but redirects to www.radianarc.com, whose page is titled \"Radian Arc | Sovereign AI infrastructure & GPU platform\" and names Cloudalize nowhere in its 135 KB; there is no pricing path and no hourly figure on it. The www host is worse than that - it answers a plain TLS client with a handshake failure - so there is nothing to read under this name at any path. Radian Arc itself is a separate candidate and is noted in the queue, not here.",
      "checked_at": "2026-10-01"
    },
    {
      "subject": "Radian Arc",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "No published rate and no priced path. The company sells \"Sovereign AI infrastructure & GPU platform\" and its apex page carries 135 KB with two dollar figures, neither of them a price for compute; robots.txt is served empty and names no sitemap, and sitemap.xml answers 404, so there is no index of pages to find a rate card in. This is the company the aggregators still list as Cloudalize, whose domain now redirects here.",
      "checked_at": "2026-10-01"
    },
    {
      "subject": "Corvex",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "The scout's address www.corvex.io redirects to www.corvex.ai, whose sitemap of 61 URLs names no pricing page. Its per-card pages answer 200 and print their only money figure in the meta description - /product-h200 \"starting at $2.15/hour\", /product-b200 \"starting at $3.19/hr\" - while the body a reader sees says \"Get a custom quote to reserve your NVIDIA H200s\" and the FAQ answers what pricing plans exist with no number at all. A figure in a meta tag is not one the linked page shows, so there is no rate to publish. llms.txt is 404.",
      "checked_at": "2026-10-03"
    },
    {
      "subject": "Aquanode",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A static table of rates (RTX 3090 $0.500, A40 $0.490, L40 $0.772, RTX A4500 $0.250, RTX 4000 Ada $0.280) that the page itself calls the \"cheapest current data-center offer ... aggregated across every data-center provider\" - an aggregate of other operators' asks, not this seller's own price.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "VoltageGPU",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Static rates (RTX 4080 $0.35/GPU/h, L40 $0.89/GPU/h, A100 $2.02) that the page says are \"live from the Targon /inventory endpoint\" across a \"distributed provider network\" - other operators' machines relayed, not its own rate card.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "PowerGPU",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Prices one card (H100 SXM $2.16 struck through to $1.512) under its own sentence \"We buy capacity where the marketplaces do - then sell it\": resale of marketplace capacity.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Shadeform",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A marketplace that states it has no rates of its own: \"You pay the same as going direct to the clouds\" in its marketplace. Nothing to read that is not already another provider's price.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Prime Intellect",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "The home page lists the same card from several operators at once (H200 x1 at $1.99/HR, $1.80/HR and $1.23/HR) - a broker's offer list, not one seller's rate. No pricing page of its own (/pricing 404); the book is in the console at app.primeintellect.ai.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Fluence",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Sells \"GPU capacity ... across providers\". The one figure on the page (H200 $2.80/hr) stands only inside a comparison against CoreWeave and AWS, not as a rate for a machine it sells.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Utho",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Cloudflare answers both robots.txt and the pricing page with 403 and a \"Just a moment...\" bot check. A server refusal, so the page is not read and the check is never passed.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "CambridgeNexus",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "No pricing page (/pricing 404). The home page names \"GB300 NVL72 Racks\" and asks the reader to \"Request Enterprise Access\" - no rate anywhere.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Beyond.pl",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its GPUaaS table says \"Contact sales\" in every cell but one: a DGX B200 8-GPU weekly rate marked \"$5.10/h/GPU*\" with the asterisk's own conditions. GB300 is named with no figure. One starred weekly cell is not a published hourly rate card.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "Yotta Data Services (Shakti Cloud)",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Its static price list carries 209 figures in rupees and exactly one is per GPU per hour: \"Shakti Cloud Azure ML studio - Azure ML Studio running on Shakti Cloud with H100 GPUs. 264 rupees / GPU / Hr\", in a column headed \"Price (Starting from)\" under \"Yotta - Microsoft AI Services\". That is a bundled managed Azure service, not a GPU instance rate. Shakti's own GPU products are priced otherwise: \"AI Lab-H100-10GB ... 10 GB slice of Nvidia H100 ... 30,000 rupees\" is a fractional slice at a period rate. The rest is per core, per month or per million tokens.",
      "checked_at": "2026-10-05"
    },
    {
      "subject": "Sharon AI",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "An Australian neocloud with announced capacity contracts in the billions and not one money figure on its own site: 594 KB served and 205,131 characters of rendered text, with zero numbers standing beside a currency symbol or an hour unit in either. It sells capacity on take-or-pay contracts, and the page's own calls to action ask for contact rather than naming a rate. Nothing to read, nothing to publish.",
      "checked_at": "2026-10-05"
    },
    {
      "subject": "Micron21 (mCloud)",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Named by the scout on 2026-10-04 and without a verdict for five runs: /enterprise/mcloud answers 200 with 168 KB and no number beside a currency, so it needed a render, and the render timed out waiting for the page to go idle in four runs. On the fifth the load completed and the renderer refused it - what came back matched its bot-check markers, which are never bypassed. The confirming load timed out again, so the marker was not captured; four timeouts fit a challenge page that never goes idle, but that is a correlation, not a cause.",
      "checked_at": "2026-10-05"
    },
    {
      "subject": "PoolCompute",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A front over somebody else's marketplace, by its own words. Its home page carries one GPU-hour figure, \"Deploy NVIDIA H100s at just $0.02/hr\", under \"Backed by The World's largest GPU Marketplace\" and beside \"connecting to largest pool\" of underused GPUs - about 170x under our live H100 median of $3.47, an indicative floor for other machines, not a rate card. /gpu answers 200 with four card write-ups and no number beside a currency or an hour unit, before or after a render. Every \"CHECK PRICES\" link goes to marketplace.poolcompute.com, whose TLS handshake fails for requests and curl alike.",
      "checked_at": "2026-10-07"
    },
    {
      "subject": "CloudPe",
      "provider_id": "cloudpe",
      "reason": "unreadable",
      "detail": "Its static price page (an hourly rupee rate per GPU machine) reads from a desk, but answered 403 Forbidden to the first hourly read from our GitHub Actions runners (2026-10-07, 16:37 UTC), so no quote was ever stored. A refusal is not worked around; the parser module was withdrawn and is re-added only if a re-probe from the runners is answered.",
      "checked_at": "2026-10-07"
    },
    {
      "subject": "HighReso (GPUSOROBAN)",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Its per-card rates are not text a reader or parser can verify. /price answers 200 and, served and rendered alike, carries one figure in words, \"1時間50円から\" (from 50 yen an hour), plus links to /compute and /multinode-cluster; the price tables are images (price_compute, price_aispacon, price_remowa). /compute, probed and rendered on 2026-10-08 10 UTC, printed the same \"from\" sentence only.",
      "checked_at": "2026-10-08"
    },
    {
      "subject": "AceCloud",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Prices GPUs by the month only, with no stated hours-per-month divisor. The INR card page for the L40S (Noida) answers 200 with a table whose Hourly column reads \"---\" in every row; the figures are Monthly, 6-month and 12-month (N.L40S.64 1x GPU, 16 vCPU, 64 GB: ₹83,000 a month). The USD page (Atlanta, read 2026-10-08) is the same: Hourly \"---\", $1,365 a month. No hourly rate can be published.",
      "checked_at": "2026-10-09"
    },
    {
      "subject": "Mithril",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "The pricing page answers 200 and prints one column, \"Spot (7-day avg)\", per instance (H100 SXM5 x1 $1.51, x8 $21.00; H200 SXM5 x1 $3.93 and $2.15): \"Mithril's omnicloud platform sets compute prices algorithmically based on supply and demand. Prices shown here are updated weekly and represent an average of the last 7 days.\" An average of past auction prices is not an ask a reader can pay, and there is no on-demand or reserved rate on the page.",
      "checked_at": "2026-10-09"
    },
    {
      "subject": "Reg.ru (Cloud GPU)",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "The GPU cloud page answers 200 with a 13 KB stub instead of the page: a script computes a value, sets it as the cookie __jhash_ together with the browser's user agent, and reloads (location.reload()). That is a bot check, so it was not passed: a headless render of the page did not settle either (the page kept navigating). No price was seen.",
      "checked_at": "2026-10-10"
    },
    {
      "subject": "Aruba Cloud",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "The GPU on Demand pricing page answers 200 and prices two dedicated GPU servers by the month only: \"Nvidia GeFORCE RTX 4080 Super ... € 529.90 + VAT / month\" and \"Nvidia L40S ... € 1979.90 + VAT / month\", with \"Free setup if you order for 6 months\". No hourly figure and no stated hours-per-month divisor anywhere on the page, so there is no hourly rate to publish.",
      "checked_at": "2026-10-10"
    },
    {
      "subject": "Saturn Cloud",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A platform over other operators' instances. Its Hosted plan page answers 200 and splits every rate into \"Saturn Cloud\" $0.00 and \"Hosting\" - \"the charge for the underlying instances\" - under the headings \"Nebius Pricing\" and \"AWS Pricing\": 1xH100 On-demand $2.95 (Nebius), T4-XLarge g4dn.xlarge $0.53, A10G-G5XLarge g5.xlarge $1.00 (AWS instance types named). Every figure is another cloud's price passed through, and Nebius and AWS are read directly.",
      "checked_at": "2026-10-11"
    },
    {
      "subject": "Anyscale",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Its pricing page answers 200 and prices compute in Anyscale Credits, not a currency: \"NVIDIA T4 AC 0.5682 /hr\", \"NVIDIA L4 AC 0.9542 /hr\", \"NVIDIA A10G AC 1.3635 /hr\", \"NVIDIA A100 AC 4.9591 /hr\" (the A100's memory not named), H/B/GB \"Contact Us\", under a Hosted / BYOC switch that does not say which deployment the figures are for. The page nowhere states what one credit costs in dollars, so no rate can be published.",
      "checked_at": "2026-10-11"
    },
    {
      "subject": "Voltage Park",
      "provider_id": "voltage-park",
      "reason": "quote_only",
      "detail": "The pricing page gives only a “starts at” figure for H100s, and its on-demand block reads “Contact for pricing”; the rate card itself sits in the logged-in dashboard.",
      "checked_at": "2026-09-15"
    },
    {
      "subject": "Latitude.sh",
      "provider_id": "latitude",
      "reason": "on_hold",
      "detail": "Every GPU plan is priced “Starting At”, the cheapest location. Our decision: not listed until plans are priced per location, so that a floor never enters the Price Index as a rate.",
      "checked_at": "2026-09-15"
    },
    {
      "subject": "Oblivus",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Its pricing page answers our reader with a 520 error and then refuses every request from the same address for about a minute; reading it would mean getting around that protection, which we do not do.",
      "checked_at": "2026-09-16"
    },
    {
      "subject": "Lade",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "No GPU product. Its pricing page sells compute credits and CPU instances (from 0.0017 USD/hour, 1.25 USD/month upward) and names no GPU at all.",
      "checked_at": "2026-09-28"
    },
    {
      "subject": "Lepton AI",
      "provider_id": null,
      "reason": "inactive",
      "detail": "The brand no longer has a site of its own: lepton.ai answers 200 and redirects to www.nvidia.com/en-us/data-center/dgx-cloud-lepton/, which prints no price of any kind - no dollar figure and no hourly rate in 315 KB - and has no pricing path. The www host does not resolve. The page it lands on is NVIDIA's marketplace of other providers' GPU capacity, so a rate there would be another operator's quote rather than its own.",
      "checked_at": "2026-10-02"
    },
    {
      "subject": "Hydra Host",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A procurement broker - \"Wholesale pricing, enterprise procurement\" - whose catalogue page carries no rate in the HTML and whose /pricing answers 404.",
      "checked_at": "2026-09-26"
    },
    {
      "subject": "NEOXIS",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "One dedicated server rented whole for a term, not an hourly rate card. Its pricing page answers 200 and prices a single 8x RTX PRO 6000 machine: \"One fixed monthly price for the whole server\", \"about $9,930 a month for all 8 GPUs, excl. VAT\", with a \"Request a quote\" button; the \"from $1.70 per GPU-hour\" beside it is that monthly figure divided down (\"fixed for the term\"), and the page sets it against per-hour offers that \"change with demand\". Nothing is billed by the hour.",
      "checked_at": "2026-10-13"
    },
    {
      "subject": "FireVM",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "GPU bare-metal servers rented by the month with days of setup, not by the hour. The page answers 200 and prices each server monthly with an hourly equivalent beside it - \"Tesla T4 ... $349/month ($0.48/hour)\", \"H100 NVL ... $1999/month ($2.74/hour)\", \"H200 NVL ... $2499/month ($3.42/hour)\" - each row \"Within 5 business days\" and \"Order now\". The hourly figure is the month over 730 hours; no server can be taken for an hour. Out of scope the way Leaseweb and LeaderGPU are.",
      "checked_at": "2026-10-13"
    },
    {
      "subject": "ZenoCloud",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "An Indian managed-GPU host that prices by the month only. Its GPU hosting page answers 200 and prints every figure per card per month plus taxes - \"NVIDIA L40S 48GB ... Rs 55,000 a month + taxes\", RTX PRO 6000 Rs 1,10,000, H200 Rs 2,20,000; L4, A100, H100 and B200 \"From\" a monthly figure \"On request\" - beside managed-service fees per node per month. No hourly rate anywhere on the page.",
      "checked_at": "2026-10-13"
    },
    {
      "subject": "CloudSigma",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "No list price to read. The pricing page (www.cloudsigma.com/pages/pricing, the home page's link) answers 200 and, served and rendered alike, carries no number beside a currency and no GPU at all: it describes a revenue-share model in which \"partners set their own customer pricing\" - \"Revenue-share, not fixed wholesale list prices\". The rate a buyer pays is set by a reseller, not printed by CloudSigma.",
      "checked_at": "2026-10-13"
    },
    {
      "subject": "HOSTKEY",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "GPU servers priced by the month. Its GPU dedicated servers page answers 200 and lists 51 configurations, each with a monthly figure in euros and dollars (\"GPU 1xRTX 4090 24GB EUR 339 /mo\", \"1x6000 PRO 96GB EUR 2190 /mo\"); the page says servers are available on hourly and monthly plans, but the embedded product data marks every one \"hourly_prices\": false and no hourly rate is printed except a banner for an AMD R9700 server (a card with no id here). No hourly figure to read, and a month over an unstated divisor is not one - the case of LeaderGPU and Leaseweb.",
      "checked_at": "2026-10-13"
    },
    {
      "subject": "puzl.cloud",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "An Estonian cloud whose pricing page (puzl.cloud/pricing/, the home page's link) answers 200 and prices only CPU, memory and storage per utilized second (\"EUR0.00002 per utilized vCPU-second\"); GPUs carry no figure: \"If you require resources for a regular usage or a specific hardware configuration, including GPU or TPU, we are happy to offer you an individual long-term contract\" via sales. No GPU rate to read.",
      "checked_at": "2026-10-13"
    },
    {
      "subject": "GPUnex",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "No GPU-hour rate to read. The rent page (www.gpunex.com/rent/, the home page's link) answers 200 and, served and rendered alike, names H100, A100, L40S and L4 with no number beside a currency: access is by application (\"Apply for GPU Access\", \"applications are typically reviewed within 24-48 hours\"). The only dollar figures on the site are the GPU \"packages\" it sells to investors with daily payouts, which are not a rental price.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "Hostrunway",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "GPU servers priced by the month. Its GPU cloud server page answers 200 and prints every plan per month (\"Quadro RTX A4000 ... $268 /mo\", Quadro K620 $38 /mo); no hourly figure is printed, and a month over an unstated divisor is not one - the case of HOSTKEY and LeaderGPU.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "Cloudoye",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "GPU cloud servers priced by the month in rupees (\"64 GB RAM - 16 vCore - 8 GPU Core From Rs 19,995.00 /mo\"), with the card not named per plan. The one hourly figure is prose in an FAQ (\"as low as Rs 40/hour for a devoted NVIDIA T4-based cloud GPU Instance\"), a \"from\" sentence, not a rate card.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "SimplePod",
      "provider_id": null,
      "reason": "on_hold",
      "detail": "Two pages of its own print different hourly figures for the same card, and the lower one is not what a buyer can pay. The pricing page (simplepod.ai/pricing, static) lists \"GeForce RTX 4090 24 GB $0.30/hour\", RTX 5090 $0.45, RTX 6000 Blackwell $0.99; the home page's live table of host offers says RTX 4090 \"Docker: from 0.41$/hour\", RTX 5090 \"from 0.542$\". A list price below the cheapest live offer is stale or promotional; the live table is a marketplace \"from\" (one cheapest host), which we do not publish as a floor.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "hosted.ai",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A software vendor, not a GPU cloud: www.hosted.ai answers 200 with \"Your GPU Commerce Platform - hosted.ai turns GPUs into AI cloud revenue for fleet owners, neoclouds, telcos and CSPs\", selling GPUaaS software to operators (\"Book a Demo\"). No GPU is rented to a reader and no number stands beside a currency or an hour anywhere on the page. An aggregator lists it among GPU clouds.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "Telnyx",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A telecom API company whose GPUs serve its own inference product, not a GPU rental: telnyx.com answers 200, and its sitemap of 1,511 URLs carries 19 pricing pages (voice, messaging, numbers, storage, inference-api billed per token...) and none for a GPU instance. GPU-hour figures appear only in its blog articles about other providers' rates (an aggregator found it through \"nvidia-b300-pricing\"), which are not a price it charges.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "ThinkDiffusion",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Hosted Stable Diffusion / ComfyUI machines at an hourly rate, but the machines are named by memory alone: thinkdiffusion.com/pricing answers 200 with \"QUICK 16GB VRAM $0.99/hr, TURBO 24GB VRAM $1.75/hr, ULTRA 48GB VRAM $2.50/hr\" (and 20%-discount rows) and names no GPU model anywhere on the page. A rate we cannot tie to one card is not a quote this site can list.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "RunDiffusion",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Hosted image-generation apps sold by monthly subscription and tokens, not GPU time by the hour: rundiffusion.com/pricing answers 200 with plans \"Runnit Hobby $8.79/mo\", \"Runnit Pro $23.99/mo\", \"Team $179.99/mo\" and a reward balance, and no hourly figure or GPU model anywhere on the page.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "ComfyDeploy",
      "provider_id": null,
      "reason": "inactive",
      "detail": "Closed to new customers: app.comfydeploy.com/pricing (a 708-byte shell, prices drawn by script) rendered shows a per-GPU-hour list (T4 $0.6480, L40S $2.1456, H100 $8.4168, B200 $9.3744 and others) under the banner \"We are no longer taking new customers. Existing customers: service and support remain unchanged.\" A rate a new reader cannot buy is not listed.",
      "checked_at": "2026-10-14"
    },
    {
      "subject": "Parasail",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "No GPU-hour rate to read. www.parasail.io/pricing (the home page's link) answers 200 and prices inference per token; its dedicated hardware table names B300, B200, H200, H100 SXM, RTX PRO 6000 and RTX 5090 with \"Get a quote\" in every row and the line \"Hourly rates available on request · volume discounts available\". Reserved capacity is \"negotiated\". A quote on request is not a published price.",
      "checked_at": "2026-10-15"
    },
    {
      "subject": "Tencent Cloud",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Its site answers our reader with a bot check instead of a page. www.tencentcloud.com and its GPU billing page (document/product/560/8025, which served 29 KB of text on 2026-10-11) both answer 200 with a 987-byte script that sets an \"EO_Bot_Ssid\" cookie and reloads - a challenge we do not pass. Even before, that page printed no GPU-hour figure.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "Arkane Cloud",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "Its pricing page answers the GitHub runners the hourly scrape reads from with HTTP 403 (a 5,397-byte refusal page, 2026-10-24 10:09 UTC), while it served the routine's container 200 with a static table of per-GPU hourly rates. A server refusal to the reader that would read it every hour, so the page is not read; asked once from the runner, not retried.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "Clomd",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its pricing page prints one figure for compute, \"H100 GPU pricing starts at $2.39/hour\", and says \"All pricing is custom based on your minimum spend commitment\" with \"Get Custom Quote\" - a floor for a quote, not a rate a renter is billed.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "OneInfer",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A broker of other clouds by its own words: its pricing page is a \"Live catalog: 244+ models, 231+ GPU SKUs and 30+ providers\", priced \"per GPU-hour, with each provider's price side by side\", and each GPU row reads \"from $\" - the lowest of other operators' offers, not a rate card of its own.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "Global Scale",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its GPU infrastructure page prints only ranges under \"Indicative Pricing - Market rates updated weekly. Prices vary by term length and volume\" (e.g. H100 SXM5 \"$1.40 - $1.75\" per GPU-hour) beside \"Get a firm quote\"; no single rate a renter is billed.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "KDDI GPU Cloud",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Rents by the month, not the hour: its GPU cloud page prices the GB200 bare-metal server at \"4,950,000円/月\" (tax included) on the standard plan, and the 1- and 3-year plans read \"お問い合わせ\" (contact us). No hourly figure is published to read.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "NTT (GPUaaS)",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "The home page www.ntt.com answers a plain client with HTTP 403, so not even the link to its GPU-as-a-service page can be read. Asked once, not retried, and no browser user agent was tried.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "NoctHost",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A reseller of other clouds, not an operator: its home page says it deploys \"on the infrastructure you already trust\" - Vultr, DigitalOcean, Hetzner and Linode - from one prepaid balance, and \"Exact pricing is shown at deploy time\". Its GPU page sells A16 slices and A40 cards, so the rates are another provider's offer at a markup.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "Wokey",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Sells model API tokens, not GPU time: the home page lists per-1M-token input and output prices for hosted chat models beside their vendors' list prices, and no GPU, instance or hourly rate.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "FlexStack",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A deployment platform on the customer's own AWS account, not a GPU cloud: its pricing page charges $0, $19 and $29 a month \"+ AWS usage\" and estimates CPU, memory and storage per hour; no GPU appears on it.",
      "checked_at": "2026-10-24"
    },
    {
      "subject": "Scan Cloud (Scan Computers)",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Rents cloud workstations by the week, not the hour: the cloud solutions page (linked from scan.co.uk) lists products such as \"1 Week - 32GB NVIDIA RTX 5090 ... £79.98\" and ranges \"From: £75.00\", with no hourly figure anywhere on the page; the DGX Spark offer is per month with annual access.",
      "checked_at": "2026-10-25"
    },
    {
      "subject": "Hosthink",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Dedicated GPU servers by the month only: the GPU servers page lists each machine with one monthly price (1x RTX 4090 from $495/mo, 1x H100 80GB $1845/mo) and no hourly figure or stated hours-per-month divisor.",
      "checked_at": "2026-10-25"
    },
    {
      "subject": "Aethir",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "A decentralised GPU network selling enterprise capacity through a Google Form: the home page prints no rate and links no pricing page, and its sitemap lists only blog posts and product pages, none with a GPU-hour figure.",
      "checked_at": "2026-10-25"
    },
    {
      "subject": "VALDI",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Its GPU list (linked from valdi.ai) carries only capacity offers from third-party data centres with a minimum order in nodes and weeks - \"8x H100 Tier 3 DC Des Moines, Iowa $2.18/GPU-hr ... Min. order: 8 nodes for 52 weeks\", the shortest \"1 node for 4 weeks\" - no on-demand rate and no term we list; the on-demand page (/compute) prints no figure, even rendered.",
      "checked_at": "2026-10-25"
    },
    {
      "subject": "ComfyICU",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Its pricing page prices GPU seconds in credits (L4 24GB $0.0009/s, L40S 48GB $0.0016/s, H100 80GB $0.0032/s), but \"credits come with a monthly plan and don't roll over\" - plans from $10 to $240 a month, each card available only from a given plan up. No GPU time is sold without a subscription, so no figure is the price of the hour alone.",
      "checked_at": "2026-10-25"
    },
    {
      "subject": "Segmind",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Its pricing page prints dedicated-endpoint GPU rates (H100 $9.00/hour, A100 $4.32/hour, L40 $2.66/hour, A40 $1.73/hour, A5000 $0.68/hour, A6000 $1.73/hour, or per second auto-scaling), but its plan table marks \"Dedicated GPUs\" unavailable on pay-as-you-go and included from the Pro plan ($39/mo) up; pay-as-you-go is priced per model call. No GPU hour is sold without a subscription.",
      "checked_at": "2026-10-25"
    },
    {
      "subject": "Intel Tiber AI Cloud",
      "provider_id": null,
      "reason": "unreadable",
      "detail": "ai.cloud.intel.com, the address aggregators give for its Gaudi 2 rates, does not resolve (GitHub runner, 2026-10-26 04:08 UTC: name not known). cloud.intel.com answers 200 with \"Intel Cloud Services - Pre-release Hardware\", a sign-in app: rendered, it prints no GPU or accelerator price and links no pricing page. Prices, if any, are only inside the signed-in console.",
      "checked_at": "2026-10-26"
    },
    {
      "subject": "WebNX",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Dedicated GPU servers by the month only: webnx.com/gpu-servers (linked from the home page) lists \"NVIDIA RTX 5090 32GB ... $599 /mo\", \"4x NVIDIA V100 ... $899 /mo\", \"4x NVIDIA RTX PRO 6000 Blackwell 96GB ... $12,999 /mo\" and no hourly rate anywhere on the page.",
      "checked_at": "2026-10-26"
    },
    {
      "subject": "FDC Servers",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Dedicated GPU servers by the month with a set-up fee: fdcservers.net/product/gpu-servers (linked from the home page) prints \"NVIDIA L4/L40s/H100 ... From: $1,500 /month Set-up: $1,000\" and \"2/4/8 x NVIDIA L4/L40s/H100 ... From: $4,200 /month\"; no hourly rate.",
      "checked_at": "2026-10-26"
    },
    {
      "subject": "HorizonIQ",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Dedicated GPU servers by the month only: horizoniq.com/services/compute/gpu-dedicated-server/ (linked from the home page) prints three figures, \"$1800* /month\", \"$1500* /month\" and \"$500* /month\", and no hourly rate.",
      "checked_at": "2026-10-26"
    },
    {
      "subject": "DataPacket",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Dedicated GPU servers by the month only: datapacket.com/dedicated-gpu-servers (linked from the home page) prints \"Starting at $431 /mo\" through \"Starting at $17,202 /mo\" per server (RTX PRO 6000, H200 NVL, HGX B300); no hourly rate.",
      "checked_at": "2026-10-26"
    },
    {
      "subject": "Valebyte",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Dedicated servers by the month only: valebyte.com/en/gpu-servers/ (linked from the home page) says \"Tesla T4 starts from EUR 90/month, while RTX 4090 starts from EUR 1200/month\" and \"Dedicated Servers - from $155/mo\"; no hourly rate.",
      "checked_at": "2026-10-26"
    },
    {
      "subject": "Digital Frontier",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Whose GPUs the rates are is not stated: digitalfrontier.cloud/pricing prints two GPU rates (\"NVIDIA T4 Tesla T4 $0.59 /hr\", \"NVIDIA A100 A100 40GB $4.05 /hr\") under a compute table of three tiers - its own edge (Portugal, Finland, Bulgaria), \"Hyperscaler GCP\" (\"runs on GCP data centers\") and \"Akash DePIN\" reverse auctions - and the GPU rows name no tier; every other card is \"priced live in the console via the Akash marketplace\", i.e. other operators' offers. A reseller of GCP and Akash capacity is out of scope until a rate names its own hardware.",
      "checked_at": "2026-10-26"
    },
    {
      "subject": "Synteq",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Monthly only: synteq.com/gpu/cloud (the home page's link) answers 200 with a \"Configure Your GPU Server\" picker (Arc Pro A40, RTX PRO 4000, 5000, 6000, B300) whose one printed price is per month - \"RTX PRO 6000 ... VRAM 96GB ... $ 885 /mo\" - and no hourly figure anywhere in the page or its scripts. A dedicated server rented by the month is not an hourly GPU rate, and the month is never divided down by us.",
      "checked_at": "2026-10-27"
    },
    {
      "subject": "KINX IXcloud",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its service price page (linked from the home page) prints hourly and monthly rates in KRW for CPU instances, but the \"GPU instance\" row (4-16 vCore, 16-62 GB, NVIDIA Tesla series options) reads \"To be negotiated separately\" - \"The GPU instance service fee is set individually ... please submit your inquiry\". No GPU rate is published.",
      "checked_at": "2026-10-28"
    },
    {
      "subject": "Scaleway",
      "provider_id": "scaleway",
      "reason": "unreadable",
      "detail": "Its GPU price page, read hourly since September, answers our reader 403 with a Bunny Shield bot check (\"Establishing a secure connection\") instead of the page since 2026-10-27, 10:24 UTC - from GitHub's runners and from our own container alike. A challenge is a refusal and is not passed; the hourly run stops asking, the module stays for a re-probe, and its last rates keep their read time.",
      "checked_at": "2026-10-28"
    },
    {
      "subject": "KAGOYA",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Monthly only: kagoya.jp/cloudplatform/hpc/gpu/ (the home page's GPU link) answers 200 with four dedicated GPU servers priced in JPY as a setup fee and a monthly fee - \"初期費用 902,000 円\", \"月額料金 858,000 円\" down to \"月額料金 97,900 円\" - with \"最低利用期間：2カ月\" (minimum term two months). No hourly figure anywhere on the page; a server rented by the month is not an hourly GPU rate, and the month is never divided down by us.",
      "checked_at": "2026-10-28"
    },
    {
      "subject": "AIME",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Shortest term a week: aime.info/en/gpucloud/ (the home page's link) answers 200 with nine plans (RTX 3090, RTX 4090, RTX 6000 Ada / L40S, A100 40/80GB, RTX PRO 5000/6000 Blackwell, H100 NVL, H200 NVL) priced weekly, monthly, half-yearly and yearly - \"weekly 79,00 € corresponds to 0,47 € per hour\". Every per-hour figure is the plan price divided by its hours, not an hourly rate a reader can rent; no plan is billed by the hour.",
      "checked_at": "2026-10-28"
    },
    {
      "subject": "ip-projects",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Monthly only: ip-projects.de/en/dedicated-server/performance/gpu (the home page's GPU link) answers 200 with four dedicated GPU servers - \"GPU Server S G2 €370.33 per month\" to \"GPU Server XL G2 €1522.44 per month\" - and setup fees by minimum term (1, 6, 12, 24 months). No hourly figure; a server rented by the month is not an hourly GPU rate.",
      "checked_at": "2026-10-28"
    },
    {
      "subject": "Aircloud",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "Its home page sells private B300/B200 clusters of 32-128 nodes and NVL72 racks \"reserved for 48 or 60 months\"; the rate table (\"Reserved rates per GPU-hour on a 60-month term, by platform\") prints only starting figures - \"HGX B300 ... from US$4.25 / GPU-hr\", \"B200 from US$4.00\" - and says \"The rate is quoted per deal. Longer terms and more prepayment lower it.\" No on-demand rate and no fixed rate for a term we publish.",
      "checked_at": "2026-10-28"
    },
    {
      "subject": "PowerPod",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A front over a marketplace it does not run, by its own words: \"the hosts belong to a marketplace and can go offline\", and each \"From, per hour\" figure is the cheapest host of that card at the moment (H100 SXM 80 GB USD 2.78 /h, 2 hosts; RTX 4090 24 GB USD 0.65 /h). The table prints the cards and memory the way another marketplace lists them (L40S 45 GB, RTX 4070S Ti, Q RTX 8000), at about 1.5x the floors we read there (RTX 4090 0.65 vs 0.43, L40S 0.97 vs 0.60). A resold book, not a rate card of its own.",
      "checked_at": "2026-10-28"
    },
    {
      "subject": "ITGLOBAL",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "The GPU cloud server page (linked from the apex) prints no figure at all, served or rendered: it lists cards and options and ends \"To receive a custom quote for cloud server with GPU price, please fill out the form below\". The price depends on VMs, configuration and rental period; no hourly rate per card is published.",
      "checked_at": "2026-10-29"
    },
    {
      "subject": "ESDS",
      "provider_id": null,
      "reason": "quote_only",
      "detail": "The GPU as a Service page (linked from the apex) names L40S, H200, B200, B300 and GB200 with specs and prints no rate: \"A solutions architect responds within 24 working hours - scoped to your stack, priced in INR\". The only dollar figure on the page is a market size ($4.8 trillion).",
      "checked_at": "2026-10-29"
    },
    {
      "subject": "FirstVDS",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "Not hourly: the GPU VDS page (linked from the apex) prices servers per day and only as \"from\" - \"Nvidia L4, RTX 4090, RTX 5090 or L40S from 1 150 RUB/day\" for a dedicated GPU, \"from 299 RUB/day\" for a vGPU slice of an L40S - with no rate per named card and no hourly figure anywhere on it.",
      "checked_at": "2026-10-29"
    },
    {
      "subject": "Kawkav",
      "provider_id": null,
      "reason": "inactive",
      "detail": "The apex links its GPU service (\"GPU On-Demand ... Open\") at gpu.kawkav.com, and that address answered 504 Gateway Timeout on three reads days apart (2026-10-25, 2026-10-26, 2026-10-30), one read each, not retried. The apex itself prints one figure, \"from EUR 0.39 /hr\" for \"A4000 to A100/H100 by the minute\", tied to no card.",
      "checked_at": "2026-10-30"
    },
    {
      "subject": "Deepnote",
      "provider_id": null,
      "reason": "out_of_scope",
      "detail": "A notebook product, not a GPU rate card: the pricing page offers \"$50 worth of GPU every month\" inside the Team plan, and the hardware docs (rendered) list \"GPU (T4): 8 vCPU, 32 GB memory, 16 GB VRAM\" and \"GPU (L4)\" machines with no price beside them and \"contact us\" for more. No hourly rate per card is published anywhere.",
      "checked_at": "2026-10-30"
    }
  ]
}