{
 "meta": {
  "name": "Hundredth Run public GPU price and lead-time dataset",
  "schema": [
   "provider",
   "gpu",
   "variant",
   "gpus_per_unit",
   "price_usd_per_gpu_hr",
   "price_type",
   "term",
   "region",
   "billing_unit",
   "price_as_listed",
   "derivation",
   "availability_note",
   "lead_time_class",
   "source_url",
   "date_checked",
   "fetch_method",
   "confidence",
   "notes"
  ],
  "generated": "2026-11-02T08:07:27-08:00",
  "rows": 211,
  "provider_status": {
   "Lambda": {
    "status": "OK",
    "rows": 21,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://lambda.ai/pricing"
   },
   "CoreWeave": {
    "status": "OK",
    "rows": 8,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.coreweave.com/pricing"
   },
   "RunPod": {
    "status": "OK",
    "rows": 9,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.runpod.io/pricing"
   },
   "Nebius": {
    "status": "OK",
    "rows": 14,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.nebius.com/prices"
   },
   "Crusoe": {
    "status": "OK",
    "rows": 11,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.crusoe.ai/cloud/pricing"
   },
   "Hyperstack": {
    "status": "OK",
    "rows": 19,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.hyperstack.cloud/gpu-pricing"
   },
   "Together AI": {
    "status": "OK",
    "rows": 18,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.together.ai/pricing"
   },
   "DigitalOcean": {
    "status": "OK",
    "rows": 7,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.digitalocean.com/pricing/gpu-droplets"
   },
   "Verda": {
    "status": "OK",
    "rows": 16,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://verda.com/pricing"
   },
   "Modal": {
    "status": "OK",
    "rows": 7,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://modal.com/pricing"
   },
   "Thunder Compute": {
    "status": "OK",
    "rows": 2,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://thundercompute.com/pricing"
   },
   "Voltage Park": {
    "status": "OK",
    "rows": 2,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.voltagepark.com/pricing"
   },
   "Massed Compute": {
    "status": "OK",
    "rows": 7,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.massedcompute.com/pricing/"
   },
   "Civo": {
    "status": "OK",
    "rows": 27,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://www.civo.com/pricing"
   },
   "FlexiCloud (broker)": {
    "status": "OK",
    "rows": 4,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://flexicloud.co/"
   },
   "Microsoft Azure": {
    "status": "OK",
    "rows": 9,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://prices.azure.com/api/retail/prices"
   },
   "Oracle Cloud (OCI)": {
    "status": "OK",
    "rows": 10,
    "rejected_out_of_range": 0,
    "checked": "2026-11-02",
    "url": "https://apexapps.oracle.com/pls/apex/cetools/api/v1/products/?currencyCode=USD"
   },
   "Amazon Web Services": {
    "status": "OK",
    "rows": 9,
    "rejected_out_of_range": 0,
    "checked": "2026-11-01",
    "url": "https://pricing.us-east-1.amazonaws.com/offers/v1.0/aws/AmazonEC2/current/us-east-1/index.json"
   }
  },
  "notes": [
   "Prices are per GPU-hour in US dollars as listed publicly on the source page on date_checked.",
   "Empty price means the provider does not publish a number or it could not be read. Never estimated.",
   "Multi-GPU instance prices are divided by the GPU count shown in derivation.",
   "Not an offer, not investment advice. Check the source page before you buy."
  ],
  "license": "Free to use with attribution to Hundredth Run. Provider prices belong to the providers."
 },
 "data": [
  {
   "provider": "Latitude.sh",
   "gpu": "H100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.68",
   "price_type": "on_demand",
   "term": "none",
   "region": "not itemized",
   "billing_unit": "per hour, 1x H100 server",
   "price_as_listed": "Starting at $1.68/hr",
   "derivation": "",
   "availability_note": "Bare metal",
   "lead_time_class": "unknown",
   "source_url": "https://www.latitude.sh/pricing",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "medium",
   "notes": "'Starting at' price. Read by hand from the page on 2026-11-01. Region and plan dependent."
  },
  {
   "provider": "Voltage Park",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "starting at $1.99 per FAQ",
   "derivation": "",
   "availability_note": "Page: self-serve, up within 15 mins, no minimum terms",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.voltagepark.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "low",
   "notes": "Only a FAQ sentence gives a price ('starting at'). The pricing cards say Contact for pricing."
  },
  {
   "provider": "Hyperstack",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.50",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$2.50/hr",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Hyperstack",
   "gpu": "H100",
   "variant": "NVL",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.60",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$2.60/hr",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Massed Compute",
   "gpu": "H100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.73",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$2.73/hr for 1x",
   "derivation": "2.73 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.massedcompute.com/pricing/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Page does not state region or availability. Prices are for the instance shown."
  },
  {
   "provider": "RunPod",
   "gpu": "H100",
   "variant": "PCIe",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.89",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$2.89/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "Civo",
   "gpu": "H100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$2.99 per hour for 1x",
   "derivation": "2.99 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Massed Compute",
   "gpu": "H100",
   "variant": "SXM5 80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.14",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$3.14/hr for 1x",
   "derivation": "3.14 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.massedcompute.com/pricing/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Page does not state region or availability. Prices are for the instance shown."
  },
  {
   "provider": "RunPod",
   "gpu": "H100",
   "variant": "NVL",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.19",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$3.19/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "Hyperstack",
   "gpu": "H100",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.20",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$3.20/hr",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Thunder Compute",
   "gpu": "H100",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.20",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$3.20/hr",
   "derivation": "",
   "availability_note": "Page: persistent GPU machines, ready to SSH into in minutes",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://thundercompute.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "H100",
   "variant": "PCIe 80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.29",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.29 per GPU-hr (1x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Crusoe",
   "gpu": "H100",
   "variant": "80GB HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.90",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.90/GPU-hr",
   "derivation": "",
   "availability_note": "Page: contact sales to lock in guaranteed resources at lowest rates",
   "lead_time_class": "unknown",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Price column read by position (the page lists models and prices in separate blocks). Verify before relying on it."
  },
  {
   "provider": "Lambda",
   "gpu": "H100",
   "variant": "SXM 80GB",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "3.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.99 per GPU-hr (8x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "RunPod",
   "gpu": "H100",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$3.99/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "Together AI",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.99",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "GPU Clusters product. Page also shows a separate Dedicated Endpoints table with different prices."
  },
  {
   "provider": "Lambda",
   "gpu": "H100",
   "variant": "SXM 80GB",
   "gpus_per_unit": "4",
   "price_usd_per_gpu_hr": "4.09",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.09 per GPU-hr (4x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "H100",
   "variant": "SXM 80GB",
   "gpus_per_unit": "2",
   "price_usd_per_gpu_hr": "4.19",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.19 per GPU-hr (2x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "H100",
   "variant": "SXM 80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.29",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.29 per GPU-hr (1x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "DigitalOcean",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.41",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (on-demand billed per second, 5 minute minimum)",
   "price_as_listed": "$4.41/GPU/hour",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.digitalocean.com/pricing/gpu-droplets",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Nebius",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.50",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.50 per GPU-hr",
   "derivation": "",
   "availability_note": "Reserved and committed: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "H100",
   "variant": "SXM5 80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.841",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.841/h",
   "derivation": "",
   "availability_note": "Reserved: from 1 month, custom quote (talk to sales)",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "CoreWeave",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "6.155",
   "price_type": "on_demand",
   "term": "none",
   "region": "North America",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$49.24/hr per 8-GPU instance",
   "derivation": "49.24 / 8",
   "availability_note": "Reserved and committed capacity: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.coreweave.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "H100",
   "variant": "SXM 80GB, 8x",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "6.88",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$55.04/hr for p5.48xlarge (Linux, shared tenancy)",
   "derivation": "55.04 / 8",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "H100",
   "variant": "80GB, 1x",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.88",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$6.88/hr for p5.4xlarge (Linux, shared tenancy)",
   "derivation": "6.88 / 1",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "H100",
   "variant": "NVL 94GB, 1x VM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.98",
   "price_type": "on_demand",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$6.98/hr for Standard_NC40ads_H100_v5 (Linux)",
   "derivation": "6.98 / 1",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "10.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$10 GPU Per Hour (B98415)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: Oracle Cloud Infrastructure - Compute - GPU - H100. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "H100",
   "variant": "SXM 80GB, 8x VM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "12.29",
   "price_type": "on_demand",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$98.32/hr for Standard_ND96isr_H100_v5 (Linux)",
   "derivation": "98.32 / 8",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Modal",
   "gpu": "H100",
   "variant": "SXM5",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.9492",
   "price_type": "serverless_per_second",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per second, shown x 3600",
   "price_as_listed": "$0.001097/sec",
   "derivation": "0.001097 x 3600",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://modal.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Serverless billing, not a rented instance. Only pay while running."
  },
  {
   "provider": "Hyperstack",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.75",
   "price_type": "reserved",
   "term": "reservation, term not stated on page",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.75/hr (starting from)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Reserved price is 'starting from'. Term length is not shown."
  },
  {
   "provider": "Hyperstack",
   "gpu": "H100",
   "variant": "NVL",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.82",
   "price_type": "reserved",
   "term": "reservation, term not stated on page",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.82/hr (starting from)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Reserved price is 'starting from'. Term length is not shown."
  },
  {
   "provider": "Civo",
   "gpu": "H100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.49",
   "price_type": "reserved",
   "term": "36 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$2.49 per hour for 1x, 36 months commitment",
   "derivation": "2.49 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "H100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.59",
   "price_type": "reserved",
   "term": "24 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$2.59 per hour for 1x, 24 months commitment",
   "derivation": "2.59 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "H100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.69",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$2.69 per hour for 1x, 12 months commitment",
   "derivation": "2.69 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Hyperstack",
   "gpu": "H100",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.72",
   "price_type": "reserved",
   "term": "reservation, term not stated on page",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.72/hr (starting from)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Reserved price is 'starting from'. Term length is not shown."
  },
  {
   "provider": "Civo",
   "gpu": "H100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.79",
   "price_type": "reserved",
   "term": "6 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$2.79 per hour for 1x, 6 months commitment",
   "derivation": "2.79 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "FlexiCloud (broker)",
   "gpu": "H100",
   "variant": "HGX SXM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "2.95",
   "price_type": "reserved",
   "term": "12 months or longer, floor rate on the longest term",
   "region": "by quote",
   "billing_unit": "per GPU-hour, dedicated 8-GPU nodes, billed upfront for the term",
   "price_as_listed": "from $2.95 per GPU-hour",
   "derivation": "",
   "availability_note": "Page: available now; lead time per region is quoted in writing within about one working day; B300 allocation is the tightest",
   "lead_time_class": "contact_sales",
   "source_url": "https://flexicloud.co/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Broker quote floor, not an on-demand price. Minimum one 8-GPU node, one-year minimum. Actual rate depends on region, term and node count."
  },
  {
   "provider": "Together AI",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.19",
   "price_type": "reserved",
   "term": "91 to 180 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.19",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "DigitalOcean",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.26",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per GPU-hour (on-demand billed per second, 5 minute minimum)",
   "price_as_listed": "$3.26/GPU/hour",
   "derivation": "",
   "availability_note": "Page: new pricing effective August 1, 2026. Reserved: contact sales.",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.digitalocean.com/pricing/gpu-droplets",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.45",
   "price_type": "reserved",
   "term": "31 to 90 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.45",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.69",
   "price_type": "reserved",
   "term": "3 to 30 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.69",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "256",
   "price_usd_per_gpu_hr": "5.54",
   "price_type": "reserved",
   "term": "2 weeks to 1 year",
   "region": "",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$5.54 per GPU-hr at 256 GPUs, 2 weeks to 1 year",
   "derivation": "",
   "availability_note": "1-Click Cluster: talk to sales",
   "lead_time_class": "contact_sales",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Cluster price includes the cluster network. Count is the minimum cluster size for that price."
  },
  {
   "provider": "Lambda",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "64",
   "price_usd_per_gpu_hr": "5.85",
   "price_type": "reserved",
   "term": "2 weeks to 1 year",
   "region": "",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$5.85 per GPU-hr at 64 GPUs, 2 weeks to 1 year",
   "derivation": "",
   "availability_note": "1-Click Cluster: talk to sales",
   "lead_time_class": "contact_sales",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Cluster price includes the cluster network. Count is the minimum cluster size for that price."
  },
  {
   "provider": "Lambda",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "16",
   "price_usd_per_gpu_hr": "6.16",
   "price_type": "reserved",
   "term": "2 weeks to 1 year",
   "region": "",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6.16 per GPU-hr at 16 GPUs, 2 weeks to 1 year",
   "derivation": "",
   "availability_note": "1-Click Cluster: talk to sales",
   "lead_time_class": "contact_sales",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Cluster price includes the cluster network. Count is the minimum cluster size for that price."
  },
  {
   "provider": "Nebius",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.79",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "from $0.79 per GPU-hr (preemptible)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Dynamic spot-like price, 'from' is the lowest seen at fetch time."
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "H100",
   "variant": "NVL 94GB, 1x VM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.4183",
   "price_type": "spot",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$1.418336/hr for Standard_NC40ads_H100_v5 (Linux)",
   "derivation": "1.418336 / 1",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Together AI",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.99",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.99",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Hyperstack",
   "gpu": "H100",
   "variant": "PCIe",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.00",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.00/hr (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": ""
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "H100",
   "variant": "SXM 80GB, 8x VM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "2.2712",
   "price_type": "spot",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$18.169536/hr for Standard_ND96isr_H100_v5 (Linux)",
   "derivation": "18.169536 / 8",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Verda",
   "gpu": "H100",
   "variant": "SXM5 80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.421",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.421/h (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Fluidstack",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "No public pricing page found (/pricing returns 404)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.fluidstack.io/",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "medium",
   "notes": "Quote only, as far as public pages show."
  },
  {
   "provider": "Together AI",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "181+ days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "Contact us",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Voltage Park",
   "gpu": "H100",
   "variant": "HGX",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "6+ months",
   "region": "not stated",
   "billing_unit": "",
   "price_as_listed": "Contact for pricing",
   "derivation": "",
   "availability_note": "Page: Long-Term Reserve, 6+ month contracts, 32 to 8000+ H100 GPUs",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.voltagepark.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Google Cloud",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Pricing page is rendered by script; static fetch returns no rates",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "",
   "source_url": "https://cloud.google.com/compute/gpus-pricing",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "high",
   "notes": "The Cloud Billing Catalog API needs an API key, so the refresh script does not call it. Not recorded. Check the page or the pricing calculator."
  },
  {
   "provider": "Hyperbolic",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "On-demand, reserved and private cloud offered. No rate in the home page text",
   "derivation": "",
   "availability_note": "FAQ: launch an on-demand GPU instance in minutes. Reserved: shorter-term commitment, usually under one year",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://hyperbolic.xyz/",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "medium",
   "notes": "Rates are not in the fetched page text. Not recorded."
  },
  {
   "provider": "Paperspace (DigitalOcean)",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Page shows $3.09/hour on the H100 card and a footnote saying $5.95/hour on-demand promo for H100",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "",
   "source_url": "https://www.paperspace.com/pricing",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "low",
   "notes": "The two figures conflict on the same page, so neither is recorded. Check the page."
  },
  {
   "provider": "SF Compute",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Calculator on site, no static rate in page text",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "",
   "source_url": "https://sfcompute.com/",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "low",
   "notes": "Public price feed reported stopped in late September 2026 (research/bigger-plays-entity-2026-11-01.md). Not verified again here."
  },
  {
   "provider": "Vast.ai",
   "gpu": "H100",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "per second, market price",
   "price_as_listed": "Market-set. No static rate on the pricing page",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://vast.ai/pricing",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "high",
   "notes": "Page says prices are set by supply and demand and shown live in the console. Marketplace hosts vary in reliability and verification. No number is recorded here."
  },
  {
   "provider": "Civo",
   "gpu": "H200",
   "variant": "141GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.49",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$3.49 per hour for 1x",
   "derivation": "3.49 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Massed Compute",
   "gpu": "H200",
   "variant": "NVL 141GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.62",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$3.62/hr for 1x",
   "derivation": "3.62 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.massedcompute.com/pricing/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Page does not state region or availability. Prices are for the instance shown."
  },
  {
   "provider": "Hyperstack",
   "gpu": "H200",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$3.99/hr",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Crusoe",
   "gpu": "H200",
   "variant": "141GB HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.29",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.29/GPU-hr",
   "derivation": "",
   "availability_note": "Page: contact sales to lock in guaranteed resources at lowest rates",
   "lead_time_class": "unknown",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Price column read by position (the page lists models and prices in separate blocks). Verify before relying on it."
  },
  {
   "provider": "DigitalOcean",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.47",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (on-demand billed per second, 5 minute minimum)",
   "price_as_listed": "$4.47/GPU/hour",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.digitalocean.com/pricing/gpu-droplets",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "RunPod",
   "gpu": "H200",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "5.29",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$5.29/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "Nebius",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "5.40",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$5.40 per GPU-hr",
   "derivation": "",
   "availability_note": "Reserved and committed: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "5.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$5.99",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "GPU Clusters product. Page also shows a separate Dedicated Endpoints table with different prices."
  },
  {
   "provider": "CoreWeave",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "6.305",
   "price_type": "on_demand",
   "term": "none",
   "region": "North America",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$50.44/hr per 8-GPU instance",
   "derivation": "50.44 / 8",
   "availability_note": "Reserved and committed capacity: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.coreweave.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "H200",
   "variant": "SXM5 141GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.313",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6.313/h",
   "derivation": "",
   "availability_note": "Reserved: from 1 month, custom quote (talk to sales)",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "H200",
   "variant": "SXM 141GB, 8x",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "7.912",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$63.296/hr for p5en.48xlarge (Linux, shared tenancy)",
   "derivation": "63.296 / 8",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "H200",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "10.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$10 GPU Per Hour (B110519)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: OCI - Compute - GPU - H200. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Modal",
   "gpu": "H200",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.5396",
   "price_type": "serverless_per_second",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per second, shown x 3600",
   "price_as_listed": "$0.001261/sec",
   "derivation": "0.001261 x 3600",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://modal.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Serverless billing, not a rented instance. Only pay while running."
  },
  {
   "provider": "Hyperstack",
   "gpu": "H200",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.79",
   "price_type": "reserved",
   "term": "reservation, term not stated on page",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.79/hr (starting from)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Reserved price is 'starting from'. Term length is not shown."
  },
  {
   "provider": "Civo",
   "gpu": "H200",
   "variant": "141GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.99",
   "price_type": "reserved",
   "term": "36 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$2.99 per hour for 1x, 36 months commitment",
   "derivation": "2.99 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "H200",
   "variant": "141GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.09",
   "price_type": "reserved",
   "term": "24 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$3.09 per hour for 1x, 24 months commitment",
   "derivation": "3.09 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "H200",
   "variant": "141GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.19",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$3.19 per hour for 1x, 12 months commitment",
   "derivation": "3.19 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "H200",
   "variant": "141GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.29",
   "price_type": "reserved",
   "term": "6 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$3.29 per hour for 1x, 6 months commitment",
   "derivation": "3.29 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "FlexiCloud (broker)",
   "gpu": "H200",
   "variant": "HGX SXM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "3.35",
   "price_type": "reserved",
   "term": "12 months or longer, floor rate on the longest term",
   "region": "by quote",
   "billing_unit": "per GPU-hour, dedicated 8-GPU nodes, billed upfront for the term",
   "price_as_listed": "from $3.35 per GPU-hour",
   "derivation": "",
   "availability_note": "Page: available now; lead time per region is quoted in writing within about one working day; B300 allocation is the tightest",
   "lead_time_class": "contact_sales",
   "source_url": "https://flexicloud.co/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Broker quote floor, not an on-demand price. Minimum one 8-GPU node, one-year minimum. Actual rate depends on region, term and node count."
  },
  {
   "provider": "DigitalOcean",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.40",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per GPU-hour (on-demand billed per second, 5 minute minimum)",
   "price_as_listed": "$3.40/GPU/hour",
   "derivation": "",
   "availability_note": "Page: new pricing effective August 1, 2026. Reserved: contact sales.",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.digitalocean.com/pricing/gpu-droplets",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.99",
   "price_type": "reserved",
   "term": "91 to 180 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.99",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.15",
   "price_type": "reserved",
   "term": "31 to 90 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.15",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.99",
   "price_type": "reserved",
   "term": "3 to 30 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.99",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Nebius",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.79",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "from $0.79 per GPU-hr (preemptible)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Dynamic spot-like price, 'from' is the lowest seen at fetch time."
  },
  {
   "provider": "Together AI",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.99",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.99",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "H200",
   "variant": "SXM5 141GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.157",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.157/h (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "H200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "181+ days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "Contact us",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Hyperbolic",
   "gpu": "H200",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "No rate in the home page text",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://hyperbolic.xyz/",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "medium",
   "notes": "See H100 row."
  },
  {
   "provider": "Massed Compute",
   "gpu": "B200",
   "variant": "SXM6",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "5.4325",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$43.46/hr for 8x",
   "derivation": "43.46 / 8",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.massedcompute.com/pricing/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Page does not state region or availability. Prices are for the instance shown."
  },
  {
   "provider": "Hyperstack",
   "gpu": "B200",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$6.00/hr",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "B200",
   "variant": "SXM6 180GB",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "6.69",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6.69 per GPU-hr (8x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "B200",
   "variant": "SXM6 180GB",
   "gpus_per_unit": "4",
   "price_usd_per_gpu_hr": "6.79",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6.79 per GPU-hr (4x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "B200",
   "variant": "SXM6 180GB",
   "gpus_per_unit": "2",
   "price_usd_per_gpu_hr": "6.89",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6.89 per GPU-hr (2x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "B200",
   "variant": "SXM6 180GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6.99 per GPU-hr (1x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "RunPod",
   "gpu": "B200",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "7.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$7.99/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "Together AI",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "8.19",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$8.19",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "GPU Clusters product. Page also shows a separate Dedicated Endpoints table with different prices."
  },
  {
   "provider": "Nebius",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "8.50",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$8.50 per GPU-hr",
   "derivation": "",
   "availability_note": "Reserved and committed: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "CoreWeave",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "8.60",
   "price_type": "on_demand",
   "term": "none",
   "region": "North America",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$68.80/hr per 8-GPU instance",
   "derivation": "68.8 / 8",
   "availability_note": "Reserved and committed capacity: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.coreweave.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "B200",
   "variant": "SXM6 180GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "8.958",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$8.958/h",
   "derivation": "",
   "availability_note": "Reserved: from 1 month, custom quote (talk to sales)",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "B200",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "14.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$14 GPU Per Hour (B110978)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: OCI - Compute - GPU - B200. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "B200",
   "variant": "SXM 8x",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "14.2416",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$113.9328/hr for p6-b200.48xlarge (Linux, shared tenancy)",
   "derivation": "113.9328 / 8",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Modal",
   "gpu": "B200",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.2496",
   "price_type": "serverless_per_second",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per second, shown x 3600",
   "price_as_listed": "$0.001736/sec",
   "derivation": "0.001736 x 3600",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://modal.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Serverless billing, not a rented instance. Only pay while running."
  },
  {
   "provider": "FlexiCloud (broker)",
   "gpu": "B200",
   "variant": "HGX SXM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "3.75",
   "price_type": "reserved",
   "term": "12 months or longer, floor rate on the longest term",
   "region": "by quote",
   "billing_unit": "per GPU-hour, dedicated 8-GPU nodes, billed upfront for the term",
   "price_as_listed": "from $3.75 per GPU-hour",
   "derivation": "",
   "availability_note": "Page: available now; lead time per region is quoted in writing within about one working day; B300 allocation is the tightest",
   "lead_time_class": "contact_sales",
   "source_url": "https://flexicloud.co/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Broker quote floor, not an on-demand price. Minimum one 8-GPU node, one-year minimum. Actual rate depends on region, term and node count."
  },
  {
   "provider": "Civo",
   "gpu": "B200",
   "variant": "180GB",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "3.79",
   "price_type": "reserved",
   "term": "36 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$30.32 per hour for 8x, 36 months commitment",
   "derivation": "30.32 / 8",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "B200",
   "variant": "180GB",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "3.99",
   "price_type": "reserved",
   "term": "24 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$31.92 per hour for 8x, 24 months commitment",
   "derivation": "31.92 / 8",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "B200",
   "variant": "180GB",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "4.49",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$35.92 per hour for 8x, 12 months commitment",
   "derivation": "35.92 / 8",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Hyperstack",
   "gpu": "B200",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "5.10",
   "price_type": "reserved",
   "term": "reservation, term not stated on page",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$5.10/hr (starting from)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Reserved price is 'starting from'. Term length is not shown."
  },
  {
   "provider": "Together AI",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.79",
   "price_type": "reserved",
   "term": "91 to 180 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6.79",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "7.79",
   "price_type": "reserved",
   "term": "31 to 90 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$7.79",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "7.99",
   "price_type": "reserved",
   "term": "3 to 30 days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$7.99",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "256",
   "price_usd_per_gpu_hr": "8.87",
   "price_type": "reserved",
   "term": "2 weeks to 1 year",
   "region": "",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$8.87 per GPU-hr at 256+ GPUs, 2 weeks to 1 year",
   "derivation": "",
   "availability_note": "1-Click Cluster: talk to sales",
   "lead_time_class": "contact_sales",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Cluster price includes the cluster network. Count is the minimum cluster size for that price."
  },
  {
   "provider": "Lambda",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "64",
   "price_usd_per_gpu_hr": "9.36",
   "price_type": "reserved",
   "term": "2 weeks to 1 year",
   "region": "",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$9.36 per GPU-hr at 64 GPUs, 2 weeks to 1 year",
   "derivation": "",
   "availability_note": "1-Click Cluster: talk to sales",
   "lead_time_class": "contact_sales",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Cluster price includes the cluster network. Count is the minimum cluster size for that price."
  },
  {
   "provider": "Lambda",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "16",
   "price_usd_per_gpu_hr": "9.86",
   "price_type": "reserved",
   "term": "2 weeks to 1 year",
   "region": "",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$9.86 per GPU-hr at 16 GPUs, 2 weeks to 1 year",
   "derivation": "",
   "availability_note": "1-Click Cluster: talk to sales",
   "lead_time_class": "contact_sales",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Cluster price includes the cluster network. Count is the minimum cluster size for that price."
  },
  {
   "provider": "Nebius",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.99",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "from $0.99 per GPU-hr (preemptible)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Dynamic spot-like price, 'from' is the lowest seen at fetch time."
  },
  {
   "provider": "Together AI",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.09",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.09",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "B200",
   "variant": "SXM6 180GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.479",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4.479/h (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Crusoe",
   "gpu": "B200",
   "variant": "180GB HGX",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Contact sales",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Together AI",
   "gpu": "B200",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "181+ days",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "Contact us",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.together.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Google Cloud",
   "gpu": "B200",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Pricing page is rendered by script; static fetch returns no rates",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "",
   "source_url": "https://cloud.google.com/compute/gpus-pricing",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "high",
   "notes": "See H100 row."
  },
  {
   "provider": "Hyperbolic",
   "gpu": "B200",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "No rate in the home page text",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://hyperbolic.xyz/",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "medium",
   "notes": "See H100 row."
  },
  {
   "provider": "Vast.ai",
   "gpu": "B200",
   "variant": "",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "not_public",
   "term": "",
   "region": "",
   "billing_unit": "per second, market price",
   "price_as_listed": "Market-set. No static rate on the pricing page",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://vast.ai/pricing",
   "date_checked": "2026-11-01",
   "fetch_method": "manual",
   "confidence": "high",
   "notes": "Same as above."
  },
  {
   "provider": "Hyperstack",
   "gpu": "B300",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "7.40",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$7.40/hr",
   "derivation": "",
   "availability_note": "Page header: B300 on-demand in August, reserved private clusters in Q4 (banner text, may be out of date)",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Civo",
   "gpu": "B300",
   "variant": "",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "7.49",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$59.92 per hour for 8x",
   "derivation": "59.92 / 8",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Crusoe",
   "gpu": "B300",
   "variant": "288GB HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "8.96",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$8.96/GPU-hr",
   "derivation": "",
   "availability_note": "Page: contact sales to lock in guaranteed resources at lowest rates",
   "lead_time_class": "unknown",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Price column read by position (the page lists models and prices in separate blocks). Verify before relying on it."
  },
  {
   "provider": "RunPod",
   "gpu": "B300",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "8.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$8.99/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "Nebius",
   "gpu": "B300",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "9.50",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$9.50 per GPU-hr",
   "derivation": "",
   "availability_note": "Reserved and committed: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "B300",
   "variant": "SXM6 268GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "11.46",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$11.46/h",
   "derivation": "",
   "availability_note": "Reserved: from 1 month, custom quote (talk to sales)",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "B300",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "15.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$15 GPU Per Hour (B112237)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: Oracle Cloud Infrastructure - Compute - GPU - B300. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "B300",
   "variant": "SXM 8x",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "17.802",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$142.416/hr for p6-b300.48xlarge (Linux, shared tenancy)",
   "derivation": "142.416 / 8",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Modal",
   "gpu": "B300",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "7.0992",
   "price_type": "serverless_per_second",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per second, shown x 3600",
   "price_as_listed": "$0.001972/sec",
   "derivation": "0.001972 x 3600",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://modal.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Serverless billing, not a rented instance. Only pay while running."
  },
  {
   "provider": "FlexiCloud (broker)",
   "gpu": "B300",
   "variant": "HGX SXM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "4.50",
   "price_type": "reserved",
   "term": "12 months or longer, floor rate on the longest term",
   "region": "by quote",
   "billing_unit": "per GPU-hour, dedicated 8-GPU nodes, billed upfront for the term",
   "price_as_listed": "from $4.50 per GPU-hour",
   "derivation": "",
   "availability_note": "Page: available now; lead time per region is quoted in writing within about one working day; B300 allocation is the tightest",
   "lead_time_class": "contact_sales",
   "source_url": "https://flexicloud.co/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Broker quote floor, not an on-demand price. Minimum one 8-GPU node, one-year minimum. Actual rate depends on region, term and node count."
  },
  {
   "provider": "Civo",
   "gpu": "B300",
   "variant": "",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "5.49",
   "price_type": "reserved",
   "term": "36 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$43.92 per hour for 8x, 36 months commitment",
   "derivation": "43.92 / 8",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "B300",
   "variant": "",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "5.99",
   "price_type": "reserved",
   "term": "24 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$47.92 per hour for 8x, 24 months commitment",
   "derivation": "47.92 / 8",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "B300",
   "variant": "",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "6.49",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$51.92 per hour for 8x, 12 months commitment",
   "derivation": "51.92 / 8",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "DigitalOcean",
   "gpu": "B300",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "7.94",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per GPU-hour (on-demand billed per second, 5 minute minimum)",
   "price_as_listed": "$7.94/GPU/hour",
   "derivation": "",
   "availability_note": "Page: new pricing effective August 1, 2026. Reserved: contact sales.",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.digitalocean.com/pricing/gpu-droplets",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Nebius",
   "gpu": "B300",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.99",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "from $0.99 per GPU-hr (preemptible)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Dynamic spot-like price, 'from' is the lowest seen at fetch time."
  },
  {
   "provider": "Verda",
   "gpu": "B300",
   "variant": "SXM6 268GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "5.73",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$5.730/h (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "DigitalOcean",
   "gpu": "B300",
   "variant": "HGX",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.17",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (on-demand billed per second, 5 minute minimum)",
   "price_as_listed": "$6.17/GPU/hour",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.digitalocean.com/pricing/gpu-droplets",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "CoreWeave",
   "gpu": "B300",
   "variant": "HGX",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "North America",
   "billing_unit": "",
   "price_as_listed": "Contact sales",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.coreweave.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "CoreWeave",
   "gpu": "GB200",
   "variant": "NVL72",
   "gpus_per_unit": "4",
   "price_usd_per_gpu_hr": "10.50",
   "price_type": "on_demand",
   "term": "none",
   "region": "North America",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$42.00/hr per 4-GPU instance",
   "derivation": "42.0 / 4",
   "availability_note": "Reserved and committed capacity: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.coreweave.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "GB200",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "16.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$16 GPU Per Hour (B110979)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: OCI - Compute - GPU - GB200. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "GB200",
   "variant": "NVL72, 4x VM",
   "gpus_per_unit": "4",
   "price_usd_per_gpu_hr": "27.04",
   "price_type": "on_demand",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$108.16/hr for Standard_ND128isr_NDR_GB200_v6 (Linux)",
   "derivation": "108.16 / 4",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "medium",
   "notes": "GPU count per VM is from Azure VM size docs (ND GB200-v6 has 4 GPUs), not from the price API. Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Crusoe",
   "gpu": "GB200",
   "variant": "186GB NVL72",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Contact sales",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Nebius",
   "gpu": "GB200",
   "variant": "NVL72",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Contact us",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "GB300",
   "variant": "SXM6 288GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "13.18",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$13.18/h",
   "derivation": "",
   "availability_note": "Reserved: from 1 month, custom quote (talk to sales)",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "GB300",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "18.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$18 GPU Per Hour (B112140)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: OCI - Compute - GPU - GB300. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Verda",
   "gpu": "GB300",
   "variant": "SXM6 288GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.59",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6.590/h (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "CoreWeave",
   "gpu": "GB300",
   "variant": "NVL72",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "North America",
   "billing_unit": "",
   "price_as_listed": "Contact sales",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.coreweave.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Crusoe",
   "gpu": "GB300",
   "variant": "288GB NVL72",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Contact sales",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Nebius",
   "gpu": "GB300",
   "variant": "NVL72",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Contact us",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Civo",
   "gpu": "A100",
   "variant": "40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.09",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$1.09 per hour for 1x",
   "derivation": "1.09 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Thunder Compute",
   "gpu": "A100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.09",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$1.09/hr",
   "derivation": "",
   "availability_note": "Page: persistent GPU machines, ready to SSH into in minutes",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://thundercompute.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Hyperstack",
   "gpu": "A100",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.35",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$1.35/hr",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Massed Compute",
   "gpu": "A100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.35",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$1.35/hr for 1x",
   "derivation": "1.35 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.massedcompute.com/pricing/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Page does not state region or availability. Prices are for the instance shown."
  },
  {
   "provider": "Massed Compute",
   "gpu": "A100",
   "variant": "SXM4 80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.38",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$1.38/hr for 1x",
   "derivation": "1.38 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.massedcompute.com/pricing/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Page does not state region or availability. Prices are for the instance shown."
  },
  {
   "provider": "Hyperstack",
   "gpu": "A100",
   "variant": "NVL",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.40",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$1.40/hr",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Hyperstack",
   "gpu": "A100",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.60",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (billed per minute)",
   "price_as_listed": "$1.60/hr",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "A100",
   "variant": "SXM4 40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.625",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.625/h",
   "derivation": "",
   "availability_note": "Reserved: from 1 month, custom quote (talk to sales)",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "RunPod",
   "gpu": "A100",
   "variant": "PCIe",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.79",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$1.79/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "RunPod",
   "gpu": "A100",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.79",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$1.79/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "Lambda",
   "gpu": "A100",
   "variant": "SXM 40GB",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "1.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.99 per GPU-hr (8x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "A100",
   "variant": "PCIe 40GB",
   "gpus_per_unit": "4",
   "price_usd_per_gpu_hr": "1.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.99 per GPU-hr (4x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "A100",
   "variant": "PCIe 40GB",
   "gpus_per_unit": "2",
   "price_usd_per_gpu_hr": "1.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.99 per GPU-hr (2x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "A100",
   "variant": "SXM 40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.99 per GPU-hr (1x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Lambda",
   "gpu": "A100",
   "variant": "PCIe 40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.99",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.99 per GPU-hr (1x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Crusoe",
   "gpu": "A100",
   "variant": "80GB PCIe",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.00/GPU-hr",
   "derivation": "",
   "availability_note": "Page: contact sales to lock in guaranteed resources at lowest rates",
   "lead_time_class": "unknown",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Price column read by position (the page lists models and prices in separate blocks). Verify before relying on it."
  },
  {
   "provider": "Verda",
   "gpu": "A100",
   "variant": "SXM4 80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.27",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.270/h",
   "derivation": "",
   "availability_note": "Reserved: from 1 month, custom quote (talk to sales)",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Crusoe",
   "gpu": "A100",
   "variant": "80GB SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.30",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.30/GPU-hr",
   "derivation": "",
   "availability_note": "Page: contact sales to lock in guaranteed resources at lowest rates",
   "lead_time_class": "unknown",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Price column read by position (the page lists models and prices in separate blocks). Verify before relying on it."
  },
  {
   "provider": "CoreWeave",
   "gpu": "A100",
   "variant": "",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "2.70",
   "price_type": "on_demand",
   "term": "none",
   "region": "North America",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$21.60/hr per 8-GPU instance",
   "derivation": "21.6 / 8",
   "availability_note": "Reserved and committed capacity: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.coreweave.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "A100",
   "variant": "SXM 40GB, 8x",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "2.7447",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$21.957642/hr for p4d.24xlarge (Linux, shared tenancy)",
   "derivation": "21.957642 / 8",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Lambda",
   "gpu": "A100",
   "variant": "SXM 80GB",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "2.79",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$2.79 per GPU-hr (8x instance)",
   "derivation": "",
   "availability_note": "Instances: page says deploy in minutes, self-serve, first-come access. Reserved and clusters: contact sales.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://lambda.ai/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "A100",
   "variant": "SXM 40GB, 8x VM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "3.3996",
   "price_type": "on_demand",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$27.197/hr for Standard_ND96asr_v4 (Linux)",
   "derivation": "27.197 / 8",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "A100",
   "variant": "SXM 80GB, 8x",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "3.4309",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$27.44705/hr for p4de.24xlarge (Linux, shared tenancy)",
   "derivation": "27.44705 / 8",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "A100",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "4.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$4 GPU Per Hour (B95907)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: Compute - GPU - A100 - v2. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "A100",
   "variant": "SXM 80GB, 8x VM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "4.0963",
   "price_type": "on_demand",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$32.77/hr for Standard_ND96amsr_A100_v4 (Linux)",
   "derivation": "32.77 / 8",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Modal",
   "gpu": "A100",
   "variant": "40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.0988",
   "price_type": "serverless_per_second",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per second, shown x 3600",
   "price_as_listed": "$0.000583/sec",
   "derivation": "0.000583 x 3600",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://modal.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Serverless billing, not a rented instance. Only pay while running."
  },
  {
   "provider": "Modal",
   "gpu": "A100",
   "variant": "80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "2.4984",
   "price_type": "serverless_per_second",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per second, shown x 3600",
   "price_as_listed": "$0.000694/sec",
   "derivation": "0.000694 x 3600",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://modal.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Serverless billing, not a rented instance. Only pay while running."
  },
  {
   "provider": "Civo",
   "gpu": "A100",
   "variant": "40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.69",
   "price_type": "reserved",
   "term": "36 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$0.69 per hour for 1x, 36 months commitment",
   "derivation": "0.69 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "A100",
   "variant": "40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.79",
   "price_type": "reserved",
   "term": "24 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$0.79 per hour for 1x, 24 months commitment",
   "derivation": "0.79 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "A100",
   "variant": "40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.89",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$0.89 per hour for 1x, 12 months commitment",
   "derivation": "0.89 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Hyperstack",
   "gpu": "A100",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.95",
   "price_type": "reserved",
   "term": "reservation, term not stated on page",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$0.95/hr (starting from)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Reserved price is 'starting from'. Term length is not shown."
  },
  {
   "provider": "Hyperstack",
   "gpu": "A100",
   "variant": "NVL",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.98",
   "price_type": "reserved",
   "term": "reservation, term not stated on page",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$0.98/hr (starting from)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Reserved price is 'starting from'. Term length is not shown."
  },
  {
   "provider": "Civo",
   "gpu": "A100",
   "variant": "40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.99",
   "price_type": "reserved",
   "term": "6 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$0.99 per hour for 1x, 6 months commitment",
   "derivation": "0.99 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Hyperstack",
   "gpu": "A100",
   "variant": "SXM",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.36",
   "price_type": "reserved",
   "term": "reservation, term not stated on page",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.36/hr (starting from)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Reserved price is 'starting from'. Term length is not shown."
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "A100",
   "variant": "SXM 40GB, 8x VM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "0.7381",
   "price_type": "spot",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$5.904469/hr for Standard_ND96asr_v4 (Linux)",
   "derivation": "5.904469 / 8",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Verda",
   "gpu": "A100",
   "variant": "SXM4 40GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.8125",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$0.8125/h (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Microsoft Azure",
   "gpu": "A100",
   "variant": "SXM 80GB, 8x VM",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "1.0552",
   "price_type": "spot",
   "term": "none",
   "region": "eastus",
   "billing_unit": "per VM-hour, divided by GPUs",
   "price_as_listed": "$8.441552/hr for Standard_ND96amsr_A100_v4 (Linux)",
   "derivation": "8.441552 / 8",
   "availability_note": "Quota and capacity approval apply; not shown by the price API",
   "lead_time_class": "unknown",
   "source_url": "https://learn.microsoft.com/en-us/rest/api/cost-management/retail-prices/azure-retail-prices",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Retail list price, US dollars, Linux, pay as you go."
  },
  {
   "provider": "Hyperstack",
   "gpu": "A100",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.08",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.08/hr (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.hyperstack.cloud/gpu-pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": ""
  },
  {
   "provider": "Verda",
   "gpu": "A100",
   "variant": "SXM4 80GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.135",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.135/h (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Massed Compute",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.97",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$0.97/hr for 1x",
   "derivation": "0.97 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.massedcompute.com/pricing/",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Page does not state region or availability. Prices are for the instance shown."
  },
  {
   "provider": "RunPod",
   "gpu": "L40S",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.09",
   "price_type": "on_demand",
   "term": "none",
   "region": "30+ regions, not itemized",
   "billing_unit": "per GPU-hour (billed per second)",
   "price_as_listed": "$1.09/hr",
   "derivation": "",
   "availability_note": "Pods page lists Community Cloud and Secure Cloud tabs. The static page text does not say which tier the shown price is.",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.runpod.io/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Cloud tier of the displayed price is not stated in the page text. Reserved: contact enterprise sales."
  },
  {
   "provider": "Civo",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.29",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$1.29 per hour for 1x",
   "derivation": "1.29 / 1",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Crusoe",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.50",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.50/GPU-hr",
   "derivation": "",
   "availability_note": "Page: contact sales to lock in guaranteed resources at lowest rates",
   "lead_time_class": "unknown",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Price column read by position (the page lists models and prices in separate blocks). Verify before relying on it."
  },
  {
   "provider": "Nebius",
   "gpu": "L40S",
   "variant": "Intel CPU",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.55",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "from $1.55 per GPU-hr",
   "derivation": "",
   "availability_note": "Reserved and committed: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "'from' means the lowest configuration shown."
  },
  {
   "provider": "DigitalOcean",
   "gpu": "L40S",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.57",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour (on-demand billed per second, 5 minute minimum)",
   "price_as_listed": "$1.57/GPU/hour",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://www.digitalocean.com/pricing/gpu-droplets",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Nebius",
   "gpu": "L40S",
   "variant": "AMD CPU",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.82",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "from $1.82 per GPU-hr",
   "derivation": "",
   "availability_note": "Reserved and committed: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "'from' means the lowest configuration shown."
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "L40S",
   "variant": "48GB, 1x",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.861",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$1.861/hr for g6e.xlarge (Linux, shared tenancy)",
   "derivation": "1.861 / 1",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Verda",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.92",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$1.920/h",
   "derivation": "",
   "availability_note": "Reserved: from 1 month, custom quote (talk to sales)",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "CoreWeave",
   "gpu": "L40S",
   "variant": "",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "2.25",
   "price_type": "on_demand",
   "term": "none",
   "region": "North America",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$18.00/hr per 8-GPU instance",
   "derivation": "18.0 / 8",
   "availability_note": "Reserved and committed capacity: contact sales",
   "lead_time_class": "unknown",
   "source_url": "https://www.coreweave.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "L40S",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.50",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.5 GPU Per Hour (B109479)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: Compute - GPU - L40S. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Amazon Web Services",
   "gpu": "L40S",
   "variant": "48GB, 8x",
   "gpus_per_unit": "8",
   "price_usd_per_gpu_hr": "3.7664",
   "price_type": "on_demand",
   "term": "none",
   "region": "us-east-1",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$30.13118/hr for g6e.48xlarge (Linux, shared tenancy)",
   "derivation": "30.13118 / 8",
   "availability_note": "Capacity Blocks for ML and quota limits apply; not shown in the price list",
   "lead_time_class": "unknown",
   "source_url": "https://aws.amazon.com/ec2/pricing/on-demand/",
   "date_checked": "2026-11-01",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "AWS Price List bulk file for AmazonEC2 us-east-1."
  },
  {
   "provider": "Modal",
   "gpu": "L40S",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.9512",
   "price_type": "serverless_per_second",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per second, shown x 3600",
   "price_as_listed": "$0.000542/sec",
   "derivation": "0.000542 x 3600",
   "availability_note": "",
   "lead_time_class": "instant_self_serve",
   "source_url": "https://modal.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Serverless billing, not a rented instance. Only pay while running."
  },
  {
   "provider": "Civo",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.89",
   "price_type": "reserved",
   "term": "36 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$0.89 per hour for 1x, 36 months commitment",
   "derivation": "0.89 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.99",
   "price_type": "reserved",
   "term": "24 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$0.99 per hour for 1x, 24 months commitment",
   "derivation": "0.99 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.09",
   "price_type": "reserved",
   "term": "12 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$1.09 per hour for 1x, 12 months commitment",
   "derivation": "1.09 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Civo",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "1.19",
   "price_type": "reserved",
   "term": "6 months",
   "region": "not stated",
   "billing_unit": "per instance-hour, divided by GPUs",
   "price_as_listed": "$1.19 per hour for 1x, 6 months commitment",
   "derivation": "1.19 / 1",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.civo.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": "Small and Extra Large sizes only are read. N/A cells are skipped."
  },
  {
   "provider": "Nebius",
   "gpu": "L40S",
   "variant": "Intel CPU",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.74",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "from $0.74** per GPU-hr (preemptible)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Dynamic spot-like price, 'from' is the lowest seen at fetch time."
  },
  {
   "provider": "Nebius",
   "gpu": "L40S",
   "variant": "AMD CPU",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.90",
   "price_type": "preemptible",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "from $0.90** per GPU-hr (preemptible)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.nebius.com/prices",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Dynamic spot-like price, 'from' is the lowest seen at fetch time."
  },
  {
   "provider": "Verda",
   "gpu": "L40S",
   "variant": "48GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "0.96",
   "price_type": "spot",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$0.9600/h (spot)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://verda.com/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  },
  {
   "provider": "Crusoe",
   "gpu": "MI300X",
   "variant": "192GB",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "3.45",
   "price_type": "on_demand",
   "term": "none",
   "region": "not stated",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$3.45/GPU-hr",
   "derivation": "",
   "availability_note": "Page: contact sales to lock in guaranteed resources at lowest rates",
   "lead_time_class": "unknown",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "medium",
   "notes": "Price column read by position (the page lists models and prices in separate blocks). Verify before relying on it."
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "MI300X",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "6.00",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$6 GPU Per Hour (B109485)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: OCI - Compute - GPU - MI300X. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Oracle Cloud (OCI)",
   "gpu": "MI355X",
   "variant": "",
   "gpus_per_unit": "1",
   "price_usd_per_gpu_hr": "8.60",
   "price_type": "on_demand",
   "term": "none",
   "region": "global list price",
   "billing_unit": "per GPU-hour",
   "price_as_listed": "$8.6 GPU Per Hour (B111758)",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "unknown",
   "source_url": "https://www.oracle.com/cloud/price-list/",
   "date_checked": "2026-11-02",
   "fetch_method": "official_api",
   "confidence": "high",
   "notes": "Oracle Cloud Price List API, lastUpdated 2026-11-02T14:49:49.342Z. Part: OCI- Compute - GPU - MI355X. GPU memory size is not stated in the price list. Capacity must be requested; not shown by the price list."
  },
  {
   "provider": "Crusoe",
   "gpu": "MI355X",
   "variant": "288GB",
   "gpus_per_unit": "",
   "price_usd_per_gpu_hr": "",
   "price_type": "contact_sales",
   "term": "",
   "region": "",
   "billing_unit": "",
   "price_as_listed": "Contact sales",
   "derivation": "",
   "availability_note": "",
   "lead_time_class": "contact_sales",
   "source_url": "https://www.crusoe.ai/cloud/pricing",
   "date_checked": "2026-11-02",
   "fetch_method": "html_static",
   "confidence": "high",
   "notes": ""
  }
 ]
}