{
 "preset": "gpu",
 "name": "GPU eval jobs",
 "summary": "26 of 366 providers fit",
 "workload": {
  "vcpu": 8,
  "ram": 32,
  "disk": 100,
  "os": "linux",
  "arch": "any",
  "internet": "pkg",
  "gpu": "H100",
  "gpuCount": 1,
  "sessions": 500,
  "sessionMin": 30,
  "concurrency": 10,
  "alwaysOn": 0,
  "cpuUtil": 0.5,
  "ramUtil": 0.6,
  "idleShare": 0.05,
  "cpuPeakUtil": 0.8,
  "ramPeakUtil": 0.78,
  "snapshotGiB": 0,
  "egress": 50,
  "ipv4": 0,
  "seats": 1,
  "persistentDisk": false,
  "pooled": false,
  "classes": [
   "gpu-instance",
   "gpu-node",
   "sandbox-api",
   "vm"
  ],
  "showZero": false
 },
 "options": {
  "required": [],
  "sizing": "min",
  "maxAccess": 2
 },
 "rows": [
  {
   "rank": 1,
   "id": "beam",
   "name": "Beam",
   "regime": "On-demand GPU machine, 1x H100 PCIe (26 vCPU / 200 GiB bundled)",
   "monthly_usd": 446,
   "per_hour": "$1.78/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 2,
   "id": "hyperstack",
   "name": "Hyperstack",
   "regime": "H100 PCIe 80GB (n3-H100x1) on-demand",
   "monthly_usd": 625,
   "per_hour": "$2.50/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 3,
   "id": "koyeb",
   "name": "Koyeb Sandboxes",
   "regime": "GPU instances (bundled vCPU/RAM/disk per GPU)",
   "monthly_usd": 628,
   "per_hour": "$2.51/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 4,
   "id": "northflank",
   "name": "Northflank Sandboxes",
   "regime": "Managed cloud GPU sandbox (gVisor), combined GPU rate",
   "monthly_usd": 693,
   "per_hour": "$2.77/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 5,
   "id": "ovh-gpu",
   "name": "OVHcloud GPU instances",
   "regime": "h100-380, on-demand (×1)",
   "monthly_usd": 748,
   "per_hour": "$2.99/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 6,
   "id": "hyperbolic",
   "name": "Hyperbolic",
   "regime": "H100 SXM · on-demand (marketplace floor)",
   "monthly_usd": 798,
   "per_hour": "$3.19/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 7,
   "id": "thunder-compute",
   "name": "Thunder Compute",
   "regime": "GPU instances (on-demand, per GPU incl. base vCPU/RAM)",
   "monthly_usd": 800,
   "per_hour": "$3.20/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 8,
   "id": "lambda",
   "name": "Lambda",
   "regime": "H100 PCIe, on-demand (×1)",
   "monthly_usd": 823,
   "per_hour": "$3.29/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 9,
   "id": "jarvislabs",
   "name": "Jarvislabs",
   "regime": "H100 SXM on-demand",
   "monthly_usd": 876,
   "per_hour": "$3.50/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 10,
   "id": "runpod",
   "name": "Runpod",
   "regime": "GPU Pod, Secure Cloud on-demand (per GPU, vCPU/RAM bundled)",
   "monthly_usd": 876,
   "per_hour": "$3.50/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 11,
   "id": "verda",
   "name": "Verda (formerly DataCrunch)",
   "regime": "1x H100 SXM5 80GB on-demand",
   "monthly_usd": 897,
   "per_hour": "$3.59/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 12,
   "id": "upcloud",
   "name": "UpCloud",
   "regime": "GPU Server (on-demand, Helsinki)",
   "monthly_usd": 952,
   "per_hour": "$3.81/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 13,
   "id": "nebius",
   "name": "Nebius",
   "regime": "H100, on-demand",
   "monthly_usd": 965,
   "per_hour": "$3.86/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 14,
   "id": "thunder-compute",
   "name": "Thunder Compute",
   "regime": "GPU sandbox (Firecracker, per second, TTL)",
   "monthly_usd": 968,
   "per_hour": "$3.87/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 15,
   "id": "voltage-park",
   "name": "Voltage Park",
   "regime": "HGX H100 on-demand (Ethernet), from $1.99/GPU-h",
   "monthly_usd": 995,
   "per_hour": "$3.98/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 16,
   "id": "lambda",
   "name": "Lambda",
   "regime": "H100 SXM, on-demand (×1)",
   "monthly_usd": 1073,
   "per_hour": "$4.29/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 17,
   "id": "fal",
   "name": "fal",
   "regime": "H100, serverless (×1)",
   "monthly_usd": 1097,
   "per_hour": "$4.39/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 18,
   "id": "digitalocean-gpu",
   "name": "DigitalOcean GPU Droplets",
   "regime": "H100, on-demand (×1)",
   "monthly_usd": 1103,
   "per_hour": "$4.41/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 19,
   "id": "modal",
   "name": "Modal",
   "regime": "Sandbox, minimal request + burst (billed ~ on usage; burst capacity not guaranteed)",
   "monthly_usd": 1187,
   "per_hour": "$4.75/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 20,
   "id": "daytona",
   "name": "Daytona",
   "regime": "GPU sandbox, on-demand",
   "monthly_usd": 1190,
   "per_hour": "$4.76/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 21,
   "id": "runpod",
   "name": "Runpod",
   "regime": "Serverless flex worker (GPU, scale to zero)",
   "monthly_usd": 1321,
   "per_hour": "$5.28/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 22,
   "id": "replicate",
   "name": "Replicate",
   "regime": "H100, serverless (×1)",
   "monthly_usd": 1338,
   "per_hour": "$5.35/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 23,
   "id": "modal",
   "name": "Modal",
   "regime": "Sandbox (gVisor), request = size, any region",
   "monthly_usd": 1397,
   "per_hour": "$5.59/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 24,
   "id": "baseten",
   "name": "Baseten",
   "regime": "H100, serverless (×1)",
   "monthly_usd": 1625,
   "per_hour": "$6.50/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 25,
   "id": "aws-ec2",
   "name": "AWS EC2 (reference VMs)",
   "regime": "GPU p5.4xlarge (1x NVIDIA H100 SXM, us-east-1)",
   "monthly_usd": 1723,
   "per_hour": "$6.89/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 26,
   "id": "azure-gpu",
   "name": "Microsoft Azure GPU VMs",
   "regime": "Standard_NC40ads_H100_v5, on-demand (1x H100 NVL, eastus)",
   "monthly_usd": 1748,
   "per_hour": "$6.99/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 27,
   "id": "cerebrium",
   "name": "Cerebrium",
   "regime": "H100, serverless (non-interruptible, 2x)",
   "monthly_usd": 1975,
   "per_hour": "$7.90/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 28,
   "id": "azure-gpu",
   "name": "Microsoft Azure GPU VMs",
   "regime": "Standard_NC40ads_H100_v5, on-demand (1x H100 NVL, northeurope, cheapest EU checked)",
   "monthly_usd": 2097,
   "per_hour": "$8.39/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 29,
   "id": "paperspace",
   "name": "Paperspace",
   "regime": "H100 80GB / on-demand (1 GPU, 20 vCPU / 250 GB)",
   "monthly_usd": 2982,
   "per_hour": "$11.93/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 30,
   "id": "ibm-cloud-vpc",
   "name": "IBM Cloud VPC",
   "regime": "GPU VSIs (gx3/gx3d), US-South list",
   "monthly_usd": 3080,
   "per_hour": "$12.32/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 31,
   "id": "stackit",
   "name": "STACKIT Compute Engine",
   "regime": "GPU Server (eu01)",
   "monthly_usd": 5571,
   "per_hour": "$22.29/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 32,
   "id": "jarvislabs",
   "name": "Jarvislabs",
   "regime": "Reserved 1 year",
   "monthly_usd": 18131,
   "per_hour": "$72.52/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 33,
   "id": "jarvislabs",
   "name": "Jarvislabs",
   "regime": "Reserved 1 month",
   "monthly_usd": 19372,
   "per_hour": "$77.49/h",
   "match": "full",
   "compromises": []
  },
  {
   "rank": 34,
   "id": "tensordock",
   "name": "TensorDock",
   "regime": "H100 SXM5 on-demand (marketplace floor)",
   "monthly_usd": 586,
   "per_hour": "$2.34/h",
   "match": "compromise",
   "compromises": [
    "stock-limited: marketplace: $2.25 is the lowest currently available host; availability and price vary by host"
   ]
  },
  {
   "rank": 35,
   "id": "gcore",
   "name": "Gcore Cloud / Functions / GPU",
   "regime": "GPU instance",
   "monthly_usd": 671,
   "per_hour": "$2.69/h",
   "match": "compromise",
   "compromises": [
    "smallest size offered is 24 vCPU / 232 GiB"
   ]
  },
  {
   "rank": 36,
   "id": "runpod",
   "name": "Runpod",
   "regime": "GPU Pod, Community Cloud on-demand (peer-to-peer hosts, variable reliability)",
   "monthly_usd": 676,
   "per_hour": "$2.70/h",
   "match": "compromise",
   "compromises": [
    "stock-limited: Community Cloud is shrinking (no new hosts); on 2026-09-29 only 8 GPU types had Community stock, all Low; H100/B200/B300/RTX 4090/5090 had none."
   ]
  },
  {
   "rank": 37,
   "id": "hyperstack",
   "name": "Hyperstack",
   "regime": "Reserved GPUs (contract)",
   "monthly_usd": 680,
   "per_hour": "$2.72/h",
   "match": "compromise",
   "compromises": [
    "negotiated / enterprise price",
    "term commitment"
   ]
  },
  {
   "rank": 38,
   "id": "vast-ai",
   "name": "Vast.ai",
   "regime": "H100 SXM, on-demand marketplace (x1, from $3.09/h)",
   "monthly_usd": 794,
   "per_hour": "$3.18/h",
   "match": "compromise",
   "compromises": [
    "stock-limited: marketplace offer snapshot 2026-09-28 (4 verified 1-GPU offers, cheapest used); offers come and go"
   ]
  },
  {
   "rank": 39,
   "id": "novita",
   "name": "Novita AI Agent Sandbox",
   "regime": "GPU Instance on-demand (H100 SXM 80GB, L40S, RTX 4090, RTX 5090, RTX 6000 Ada)",
   "monthly_usd": 826,
   "per_hour": "$3.31/h",
   "match": "compromise",
   "compromises": [
    "stock-limited: 2026-09-29 console: only H100 SXM in stock ('Low', 4 GPUs available via API); RTX 4090, RTX 6000 Ada, RTX 5090 and L40S shown 'Unavailable' (inventoryState none)."
   ]
  },
  {
   "rank": 40,
   "id": "sfcompute",
   "name": "SF Compute (GPU market + Autoresearch sandboxes)",
   "regime": "Autoresearch interactive H100 node, on demand (h100-1 = 1 GPU $3.96/h; h100-8 = 8 GPUs)",
   "monthly_usd": 990,
   "per_hour": "$3.96/h",
   "match": "compromise",
   "compromises": [
    "stock-limited: queued provisioning: create_node joins a queue and quotes an ETA; not an instant-capacity guarantee"
   ]
  },
  {
   "rank": 41,
   "id": "gcp-compute-gpu",
   "name": "Google Compute Engine GPU VMs",
   "regime": "a3-highgpu-1g, DWS Flex-start (x1 H100)",
   "monthly_usd": 1198,
   "per_hour": "$4.79/h",
   "match": "compromise",
   "compromises": [
    "stock-limited: DWS Flex-start: capacity is granted when available (request may wait); VMs run for at most 7 days"
   ]
  },
  {
   "rank": 42,
   "id": "latitude-sh",
   "name": "Latitude.sh",
   "regime": "Metal GPU g3.h100.small (1x H100 80GB), hourly",
   "monthly_usd": 1685,
   "per_hour": "$6.74/h",
   "match": "compromise",
   "compromises": [
    "different kind of product: dedicated server",
    "smallest size offered is 32 vCPU / 192 GiB",
    "stock-limited: pricing-page plan data lists g3.h100.small stockLevel \"unavailable\" in all US locations"
   ]
  },
  {
   "rank": 43,
   "id": "paperspace",
   "name": "Paperspace",
   "regime": "H100 3-year commitment (sales)",
   "monthly_usd": 16452,
   "per_hour": "$65.81/h",
   "match": "compromise",
   "compromises": [
    "negotiated / enterprise price",
    "3-year commitment"
   ]
  },
  {
   "rank": 44,
   "id": "azure-gpu",
   "name": "Microsoft Azure GPU VMs",
   "regime": "Standard_NC40ads_H100_v5, 3-year reserved (eastus)",
   "monthly_usd": 28100,
   "per_hour": "$112.40/h",
   "match": "compromise",
   "compromises": [
    "3-year commitment"
   ]
  },
  {
   "rank": 45,
   "id": "northflank",
   "name": "Northflank Sandboxes",
   "regime": "BYOC fee only (+ your cloud bill for VMs/GPUs, disk, egress)",
   "monthly_usd": 103,
   "per_hour": "$0.410/h",
   "match": "compromise",
   "compromises": [
    "adjacent product, not a like-for-like sandbox",
    "different kind of product: bring-your-own-cloud fee"
   ]
  },
  {
   "rank": 46,
   "id": "verda",
   "name": "Verda (formerly DataCrunch)",
   "regime": "1x RTX PRO 6000 96GB spot",
   "monthly_usd": 252,
   "per_hour": "$1.01/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "no H100: priced with RTX-PRO-6000"
   ]
  },
  {
   "rank": 47,
   "id": "beam",
   "name": "Beam",
   "regime": "On-demand GPU machine, 1x RTX PRO 6000 (16 vCPU / 128 GiB bundled)",
   "monthly_usd": 266,
   "per_hour": "$1.06/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with RTX-PRO-6000"
   ]
  },
  {
   "rank": 48,
   "id": "vast-ai",
   "name": "Vast.ai",
   "regime": "RTX PRO 6000 S, on-demand marketplace (x1, from $1.40/h)",
   "monthly_usd": 361,
   "per_hour": "$1.44/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with RTX-PRO-6000",
    "stock-limited: marketplace offer snapshot 2026-09-28 (11 verified 1-GPU offers, cheapest used); offers come and go"
   ]
  },
  {
   "rank": 49,
   "id": "hyperstack",
   "name": "Hyperstack",
   "regime": "RTX-PRO-6000 spot VM",
   "monthly_usd": 370,
   "per_hour": "$1.48/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "no H100: priced with RTX-PRO-6000"
   ]
  },
  {
   "rank": 50,
   "id": "novita",
   "name": "Novita AI Agent Sandbox",
   "regime": "GPU Instance spot (H100 SXM 80GB, RTX 4090, RTX 6000 Ada)",
   "monthly_usd": 414,
   "per_hour": "$1.66/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "stock-limited: 2026-09-29: spot listing API shows inventoryState none for all spot SKUs (incl. H100); console shows RTX 4090 and RTX 6000 Ada Unavailable."
   ]
  },
  {
   "rank": 51,
   "id": "verda",
   "name": "Verda (formerly DataCrunch)",
   "regime": "1x H100 SXM5 80GB spot",
   "monthly_usd": 452,
   "per_hour": "$1.81/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)"
   ]
  },
  {
   "rank": 52,
   "id": "nebius",
   "name": "Nebius",
   "regime": "RTX-PRO-6000, on-demand",
   "monthly_usd": 452,
   "per_hour": "$1.81/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with RTX-PRO-6000"
   ]
  },
  {
   "rank": 53,
   "id": "google-cloud-run",
   "name": "Google Cloud Run",
   "regime": "Services, instance-based billing (\"CPU always allocated\"), Tier 1",
   "monthly_usd": 506,
   "per_hour": "$2.03/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with RTX-PRO-6000",
    "needs email support: fleet of 10 needs a quota increase: new accounts get 3 GPUs; support ticket"
   ]
  },
  {
   "rank": 54,
   "id": "beam",
   "name": "Beam",
   "regime": "On-demand GPU machine, 1x H200 (24 vCPU / 192 GiB bundled)",
   "monthly_usd": 509,
   "per_hour": "$2.04/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with H200"
   ]
  },
  {
   "rank": 55,
   "id": "huggingface-jobs",
   "name": "Hugging Face Jobs (hf-sandbox backend)",
   "regime": "GPU: Nvidia RTX PRO 6000",
   "monthly_usd": 688,
   "per_hour": "$2.75/h",
   "match": "compromise",
   "compromises": [
    "adjacent product, not a like-for-like sandbox",
    "no H100: priced with RTX-PRO-6000",
    "different kind of product: app platform",
    "smallest size offered is 23 vCPU / 256 GiB"
   ]
  },
  {
   "rank": 56,
   "id": "tama",
   "name": "tama",
   "regime": "RTX-PRO-6000 live bundle",
   "monthly_usd": 721,
   "per_hour": "$2.88/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with RTX-PRO-6000"
   ]
  },
  {
   "rank": 57,
   "id": "sfcompute",
   "name": "SF Compute (GPU market + Autoresearch sandboxes)",
   "regime": "Autoresearch batch jobs on H100 (queued, preemptible)",
   "monthly_usd": 743,
   "per_hour": "$2.97/h",
   "match": "compromise",
   "compromises": [
    "adjacent product, not a like-for-like sandbox",
    "interruptible (spot)",
    "different kind of product: batch / job platform"
   ]
  },
  {
   "rank": 58,
   "id": "digitalocean-gpu",
   "name": "DigitalOcean GPU Droplets",
   "regime": "MI355X, spot",
   "monthly_usd": 743,
   "per_hour": "$2.97/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "no H100: priced with MI355X",
    "beta / preview pricing: may change"
   ]
  },
  {
   "rank": 59,
   "id": "ibm-cloud-vpc",
   "name": "IBM Cloud VPC",
   "regime": "GPU VSIs (gx3/gx3d) Spot, US-South list",
   "monthly_usd": 776,
   "per_hour": "$3.10/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)"
   ]
  },
  {
   "rank": 60,
   "id": "daytona",
   "name": "Daytona",
   "regime": "GPU sandbox, spot / preemptible",
   "monthly_usd": 780,
   "per_hour": "$3.12/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)"
   ]
  },
  {
   "rank": 61,
   "id": "cerebrium",
   "name": "Cerebrium",
   "regime": "RTX-PRO-6000, serverless",
   "monthly_usd": 819,
   "per_hour": "$3.28/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "no H100: priced with RTX-PRO-6000"
   ]
  },
  {
   "rank": 62,
   "id": "scaleway-gpu",
   "name": "Scaleway GPU instances",
   "regime": "H100-1-80G H100-PCIe, on-demand (×1) (zones fr-par-2, pl-waw-2)",
   "monthly_usd": 819,
   "per_hour": "$3.28/h",
   "match": "compromise",
   "compromises": [
    "needs email support: fleet of 10 needs a quota increase: new accounts get 0 machines / 0 GPUs; support ticket, Validated payment method plus identity verification; higher-end/multi-GPU shapes require support.",
    "stock-limited: Scaleway availability API 2026-09-29: H100-1-80G: fr-par-2 shortage, pl-waw-2 shortage"
   ]
  },
  {
   "rank": 63,
   "id": "prime-intellect",
   "name": "Prime Intellect Sandboxes",
   "regime": "GPU Pod marketplace, H100 80GB PCIe on-demand (cheapest live offer 2026-09-29: Lambda, 26 vCPU / 200 GB)",
   "monthly_usd": 828,
   "per_hour": "$3.31/h",
   "match": "compromise",
   "compromises": [
    "needs email support: fleet of 10 needs a quota increase: new accounts get 0 GPUs; support ticket, Prime API key with sandbox permission and funded wallet for paid usage; further identity screening not published. GPU sandbox access needs explicit provider grant.",
    "stock-limited: marketplace: price and availability vary by provider"
   ]
  },
  {
   "rank": 64,
   "id": "upcloud",
   "name": "UpCloud",
   "regime": "GPU Server (spot, Helsinki)",
   "monthly_usd": 947,
   "per_hour": "$3.79/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)"
   ]
  },
  {
   "rank": 65,
   "id": "fal",
   "name": "fal",
   "regime": "RTX-PRO-6000, serverless (×1)",
   "monthly_usd": 972,
   "per_hour": "$3.89/h",
   "match": "compromise",
   "compromises": [
    "capped at 6 vCPU / 32 GiB",
    "no H100: priced with RTX-PRO-6000"
   ]
  },
  {
   "rank": 66,
   "id": "hyperbolic",
   "name": "Hyperbolic",
   "regime": "H200 · on-demand (marketplace floor)",
   "monthly_usd": 998,
   "per_hour": "$3.99/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with H200"
   ]
  },
  {
   "rank": 67,
   "id": "baseten",
   "name": "Baseten",
   "regime": "RTX-PRO-6000, serverless (×1)",
   "monthly_usd": 1000,
   "per_hour": "$4.00/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with RTX-PRO-6000"
   ]
  },
  {
   "rank": 68,
   "id": "cerebrium",
   "name": "Cerebrium",
   "regime": "H100, serverless",
   "monthly_usd": 1038,
   "per_hour": "$4.15/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)"
   ]
  },
  {
   "rank": 69,
   "id": "vast-ai",
   "name": "Vast.ai",
   "regime": "H200, on-demand marketplace (x1, from $4.80/h)",
   "monthly_usd": 1080,
   "per_hour": "$4.32/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with H200",
    "stock-limited: marketplace offer snapshot 2026-09-28 (2 verified 1-GPU offers, cheapest used); offers come and go"
   ]
  },
  {
   "rank": 70,
   "id": "fal",
   "name": "fal",
   "regime": "H200, serverless (×1)",
   "monthly_usd": 1097,
   "per_hour": "$4.39/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with H200"
   ]
  },
  {
   "rank": 71,
   "id": "lightning-ai",
   "name": "Lightning AI",
   "regime": "GPU Studio, interruptible (midpoint of live band)",
   "monthly_usd": 1117,
   "per_hour": "$4.47/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "no H100: priced with H200",
    "different kind of product: dev environment"
   ]
  },
  {
   "rank": 72,
   "id": "digitalocean-gpu",
   "name": "DigitalOcean GPU Droplets",
   "regime": "H200, on-demand (×1)",
   "monthly_usd": 1118,
   "per_hour": "$4.47/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with H200"
   ]
  },
  {
   "rank": 73,
   "id": "nebius",
   "name": "Nebius",
   "regime": "H200, on-demand",
   "monthly_usd": 1127,
   "per_hour": "$4.51/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with H200"
   ]
  },
  {
   "rank": 74,
   "id": "lightning-ai",
   "name": "Lightning AI",
   "regime": "GPU Studio, on-demand (1-GPU rates)",
   "monthly_usd": 1234,
   "per_hour": "$4.94/h",
   "match": "compromise",
   "compromises": [
    "different kind of product: dev environment"
   ]
  },
  {
   "rank": 75,
   "id": "huggingface-jobs",
   "name": "Hugging Face Jobs (hf-sandbox backend)",
   "regime": "GPU: Nvidia H200",
   "monthly_usd": 1250,
   "per_hour": "$5.00/h",
   "match": "compromise",
   "compromises": [
    "adjacent product, not a like-for-like sandbox",
    "no H100: priced with H200",
    "different kind of product: app platform",
    "smallest size offered is 23 vCPU / 256 GiB"
   ]
  },
  {
   "rank": 76,
   "id": "hyperbolic",
   "name": "Hyperbolic",
   "regime": "B200 · on-demand (marketplace floor)",
   "monthly_usd": 1498,
   "per_hour": "$5.99/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with B200"
   ]
  },
  {
   "rank": 77,
   "id": "linode",
   "name": "Akamai Cloud / Linode",
   "regime": "GPU RTX PRO 6000 Blackwell (limited availability, request access)",
   "monthly_usd": 1500,
   "per_hour": "$6.00/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with RTX-PRO-6000",
    "beta / preview pricing: may change"
   ]
  },
  {
   "rank": 78,
   "id": "scaleway-gpu",
   "name": "Scaleway GPU instances",
   "regime": "H100-2-80G H100-PCIe, on-demand (×2 node)",
   "monthly_usd": 1634,
   "per_hour": "$6.54/h",
   "match": "compromise",
   "compromises": [
    "needs email support: fleet of 10 needs a quota increase: new accounts get 0 machines / 0 GPUs; support ticket, Validated payment method plus identity verification; higher-end/multi-GPU shapes require support.",
    "stock-limited: Scaleway availability API 2026-09-29: H100-2-80G: fr-par-2 shortage, pl-waw-2 shortage",
    "2-GPU nodes only"
   ]
  },
  {
   "rank": 79,
   "id": "gcp-compute-gpu",
   "name": "Google Compute Engine GPU VMs",
   "regime": "a3-highgpu-1g, spot (x1 H100)",
   "monthly_usd": 1655,
   "per_hour": "$6.62/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)"
   ]
  },
  {
   "rank": 80,
   "id": "lambda",
   "name": "Lambda",
   "regime": "B200 SXM6, on-demand (×1)",
   "monthly_usd": 1748,
   "per_hour": "$6.99/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with B200"
   ]
  },
  {
   "rank": 81,
   "id": "baseten",
   "name": "Baseten",
   "regime": "H200, serverless (×1)",
   "monthly_usd": 1875,
   "per_hour": "$7.50/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with H200"
   ]
  },
  {
   "rank": 82,
   "id": "scaleway-gpu",
   "name": "Scaleway GPU instances",
   "regime": "H100-SXM-2-80G H100-SXM, on-demand (×2 node)",
   "monthly_usd": 1887,
   "per_hour": "$7.55/h",
   "match": "compromise",
   "compromises": [
    "needs email support: fleet of 10 needs a quota increase: new accounts get 0 machines / 0 GPUs; support ticket, Validated payment method plus identity verification; higher-end/multi-GPU shapes require support.",
    "stock-limited: Scaleway availability API 2026-09-29: H100-SXM-2-80G: fr-par-2 shortage",
    "2-GPU nodes only"
   ]
  },
  {
   "rank": 83,
   "id": "hostinger-vps",
   "name": "Hostinger VPS",
   "regime": "Hostinger GPU instance (hourly credits, \"from\" price)",
   "monthly_usd": 2250,
   "per_hour": "$9.00/h",
   "match": "compromise",
   "compromises": [
    "no H100: priced with B200",
    "beta / preview pricing: may change"
   ]
  },
  {
   "rank": 84,
   "id": "sakura-cloud",
   "name": "Sakura Internet Cloud",
   "regime": "高火力 VRT GPU VM (Ishikari 1 only)",
   "monthly_usd": 2876,
   "per_hour": "$11.50/h",
   "match": "compromise",
   "compromises": [
    "machine size not published"
   ]
  },
  {
   "rank": 85,
   "id": "crusoe",
   "name": "Crusoe",
   "regime": "H100 SXM, on-demand (×8 node)",
   "monthly_usd": 7803,
   "per_hour": "$31.21/h",
   "match": "compromise",
   "compromises": [
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 86,
   "id": "crusoe",
   "name": "Crusoe",
   "regime": "H200 SXM, on-demand (×8 node)",
   "monthly_usd": 8583,
   "per_hour": "$34.33/h",
   "match": "compromise",
   "compromises": [
    "sold as 8-GPU nodes only; no H100: priced with H200",
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 87,
   "id": "gcp-compute-gpu",
   "name": "Google Compute Engine GPU VMs",
   "regime": "a4-highgpu-8g, spot (×8 node)",
   "monthly_usd": 9908,
   "per_hour": "$39.63/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "sold as 8-GPU nodes only; no H100: priced with B200",
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 88,
   "id": "vultr-gpu",
   "name": "Vultr Cloud GPU",
   "regime": "vcg-h100-216c-1914gb-640vram (8x HGX H100), on-demand (×8)",
   "monthly_usd": 11960,
   "per_hour": "$47.84/h",
   "match": "compromise",
   "compromises": [
    "stock-limited: Vultr API lists no deployable locations for this plan on 2026-09-28 (sold out / not launchable)",
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 89,
   "id": "together-gpu",
   "name": "Together AI",
   "regime": "H100 GPU cluster, on-demand (8-GPU nodes, per GPU-hour)",
   "monthly_usd": 15971,
   "per_hour": "$63.88/h",
   "match": "compromise",
   "compromises": [
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 90,
   "id": "together-gpu",
   "name": "Together AI",
   "regime": "H100, reserved (×8 node)",
   "monthly_usd": 186,
   "per_hour": "$745.82/h",
   "match": "compromise",
   "compromises": [
    "term commitment",
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 91,
   "id": "together-gpu",
   "name": "Together AI",
   "regime": "H100, reserved (×8 node)",
   "monthly_usd": 202,
   "per_hour": "$806.56/h",
   "match": "compromise",
   "compromises": [
    "term commitment",
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 92,
   "id": "ubicloud",
   "name": "Ubicloud",
   "regime": "GPU VMs (access on request)",
   "monthly_usd": 795,
   "per_hour": "$3.18/h",
   "match": "compromise",
   "compromises": [
    "negotiated / enterprise price",
    "no H100: priced with B200",
    "needs talk to sales: regime sold through sales"
   ]
  },
  {
   "rank": 93,
   "id": "replicate",
   "name": "Replicate",
   "regime": "Multi-GPU / H200 (committed spend)",
   "monthly_usd": 1338,
   "per_hour": "$5.35/h",
   "match": "compromise",
   "compromises": [
    "negotiated / enterprise price",
    "needs talk to sales: regime sold through sales"
   ]
  },
  {
   "rank": 94,
   "id": "coreweave",
   "name": "CoreWeave",
   "regime": "RTX-PRO-6000 Standard Memory, spot (×8 node, North America)",
   "monthly_usd": 2390,
   "per_hour": "$9.56/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "interruptible (spot)",
    "sold as 8-GPU nodes only; no H100: priced with RTX-PRO-6000",
    "needs talk to sales: plan \"On-demand list (via sales onboarding)\" is negotiated with sales",
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 95,
   "id": "coreweave",
   "name": "CoreWeave",
   "regime": "RTX-PRO-6000 High Memory, spot (×8 node, Europe)",
   "monthly_usd": 2753,
   "per_hour": "$11.01/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "interruptible (spot)",
    "sold as 8-GPU nodes only; no H100: priced with RTX-PRO-6000",
    "needs talk to sales: plan \"On-demand list (via sales onboarding)\" is negotiated with sales",
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 96,
   "id": "coreweave",
   "name": "CoreWeave",
   "regime": "H100, spot (×8 node, Europe)",
   "monthly_usd": 4878,
   "per_hour": "$19.51/h",
   "match": "compromise",
   "compromises": [
    "interruptible (spot)",
    "interruptible (spot)",
    "needs talk to sales: plan \"On-demand list (via sales onboarding)\" is negotiated with sales",
    "8-GPU nodes only"
   ]
  },
  {
   "rank": 97,
   "id": "tinfoil",
   "name": "Tinfoil",
   "regime": "Confidential GPU enclave (monthly contract)",
   "monthly_usd": 25862,
   "per_hour": "$103.45/h",
   "match": "compromise",
   "compromises": [
    "adjacent product, not a like-for-like sandbox",
    "negotiated / enterprise price",
    "no H100: priced with H200",
    "different kind of product: app platform",
    "needs talk to sales: regime sold through sales"
   ]
  }
 ]
}