{
  "data": {
    "a": {
      "slug": "coreweave",
      "name": "CoreWeave",
      "vendor": "CoreWeave, Inc.",
      "vendorUrl": "https://www.coreweave.com",
      "kind": "http-api",
      "category": "gpu-compute",
      "summary": "CoreWeave is a GPU cloud that rents NVIDIA GPU nodes through a managed Kubernetes service (CKS), with REST and gRPC platform APIs, a Terraform provider and a hosted MCP server for observability.",
      "url": "https://www.anchorterminal.com/tools/coreweave",
      "markdownUrl": "https://www.anchorterminal.com/tools/coreweave.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/coreweave.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/coreweave.json",
      "repo": "https://github.com/coreweave/terraform-provider-coreweave",
      "license": "Proprietary service under CoreWeave's Terms of Service. The Terraform provider on GitHub is MIT",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.coreweave.com",
      "packages": [],
      "auth": "pat",
      "authNotes": "Access starts with sales approval. CoreWeave's sales team approves an organisation and emails an activation link, then a user with the Access Token User role creates an API access token at console.coreweave.com/tokens with a name and an expiry. The token is user-scoped, shown once, revocable in the console and sent as `Authorization: Bearer` to api.coreweave.com, to a CKS cluster's Kubernetes API (through a kubeconfig) and to the Mission Control MCP server. What it can do follows the user's IAM roles, which include a Viewer and an Admin role per service. CKS workloads can also use OIDC workload identity federation. Serverless Inference takes a separate Forge API key.",
      "pricing": "usage",
      "pricingNotes": "Per instance-hour, published without a login. On demand in North America, HGX H100 (8 GPUs) $49.24, HGX H200 $50.44, HGX B200 $68.80, A100 $21.60, L40S $18.00, L40 $10.00, GB200 NVL72 (4 GPUs) $42.00 and GH200 (1 GPU) $6.50, with spot rates on most. GB300 NVL72 and HGX B300 on demand are quoted by sales. Reserved capacity is discounted by up to 60 per cent through sales. AI Object Storage is $0.06 a GB-month hot, $0.03 warm and $0.015 cold, distributed file storage $0.07, and egress, VPC and the CKS control plane are free. No free tier or self-serve trial was found, and the terms treat any trial as part of the sales-run ARENA programme (https://www.coreweave.com/pricing, https://docs.coreweave.com/policies/terms-of-service).",
      "priceSummary": "Pay per use",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the API references or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": 38,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.coreweave.com/",
      "llmsTxt": "https://docs.coreweave.com/llms.txt",
      "openapi": "https://docs.coreweave.com/products/cks/reference/cks-api",
      "capabilities": [
        "compute.gpu",
        "compute.containers",
        "compute.endpoints",
        "compute.batch"
      ],
      "tags": [
        "hosted",
        "usage-priced",
        "enterprise",
        "sales-led",
        "mcp",
        "openapi",
        "llms-txt",
        "terraform",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-10-02",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 61.5,
        "grade": "C",
        "agentReady": false,
        "rank": 323,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 5,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 58,
          "maintenance": 80,
          "payments": 20,
          "reliability": 50,
          "schema": 79,
          "security": 74,
          "transparency": 77
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "Per-hour prices for 8-GPU H100, H200 and B200 nodes are public, the docs ship as Markdown with llms.txt and embedded OpenAPI specs, and IAM has read-only roles per service. An organisation must be approved by CoreWeave's sales team before any token exists, and no request rate limits were found in the reviewed documentation.",
        "bestFor": "Teams that already run Kubernetes and need whole multi-GPU nodes or clusters for training and dedicated inference, with a contract and IAM.",
        "strengths": [
          "On-demand and spot prices per instance-hour are public, for example HGX H100 at $49.24 on demand and $19.71 spot for 8 GPUs",
          "Docs are served as Markdown with an llms.txt index, and OpenAPI 3.0 specs for CKS, VPC, storage and inference are embedded in the reference pages",
          "IAM has Viewer and Admin roles per service, API tokens carry an expiry, and Kubernetes audit logs can be forwarded with Telemetry Relay",
          "Terms carry a service level objective of 99.9 per cent across multiple regions and 99 per cent in one, with financial credits",
          "Dated changelog with 18 entries between 10 July and 2 October 2026, and a Terraform provider tagged v0.24.0 on 11 September 2026"
        ],
        "weaknesses": [
          "No self-serve route. CoreWeave's sales team approves an organisation and emails the activation link before a token can be created",
          "No request rate limits, 429 guidance or idempotency keys found for api.coreweave.com in the reviewed documentation",
          "The CKS API is versioned v1beta1 and the Node Pool resource and Dedicated Inference API v1alpha1",
          "Three incidents between 26 September and 6 October 2026, including a US-CENTRAL-09A network outage of over two hours on 5 October",
          "The MCP tool `coreweave_kubectl_apply` ignores its `dry_run` parameter and applies the manifest, per the tool reference"
        ],
        "agentNotes": [
          "Create an API access token at console.coreweave.com/tokens with an expiry and send it as `Authorization: Bearer` to https://api.coreweave.com",
          "Add GPUs by applying a NodePool resource (`compute.coreweave.com/v1alpha1`) to a CKS cluster with `instanceType` and `targetNodes`. `instanceType` can't be changed afterwards",
          "Set `targetNodes` to 0 or delete the Node Pool when a job ends. Nodes are whole 8-GPU machines billed by the hour",
          "Never pass `dry_run` to the MCP tool `coreweave_kubectl_apply` expecting a preview. The reference says the parameter is ignored and the manifest is applied",
          "Use a separate Forge API key and https://api.inference.wandb.ai/v1 for Serverless Inference. A CoreWeave API access token doesn't work there"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 61.5
          }
        ],
        "editorialScores": {
          "ergonomics": 58,
          "maintenance": 80,
          "payments": 20,
          "reliability": 50,
          "schema": 79,
          "security": 74,
          "transparency": 71
        },
        "provenanceScore": 83
      },
      "connect": {
        "http": "curl \"https://api.coreweave.com/v1beta1/cks/clusters\" -H \"Authorization: Bearer $COREWEAVE_API_TOKEN\"",
        "claudeCode": "claude mcp add --transport http mission-control https://mc.coreweave.com/mcp --header \"Authorization: Bearer [YOUR-COREWEAVE-API-TOKEN]\"",
        "config": {
          "mcpServers": {
            "mission-control": {
              "headers": {
                "Authorization": "Bearer [YOUR-COREWEAVE-API-TOKEN]"
              },
              "url": "https://mc.coreweave.com/mcp"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/compute.gpu",
        "tool": "https://letme.dev/coreweave"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "HGX H100 80 GB",
          "unit": "gpu-hour",
          "usd": 6.16,
          "note": "Published single-GPU rate. Sold as an 8-GPU node at $49.24 an hour on demand, $19.71 spot"
        },
        {
          "item": "HGX H200 141 GB",
          "unit": "gpu-hour",
          "usd": 6.31,
          "note": "8-GPU node at $50.44 an hour on demand, $20.93 spot"
        },
        {
          "item": "HGX B200 180 GB",
          "unit": "gpu-hour",
          "usd": 8.6,
          "note": "8-GPU node at $68.80 an hour on demand, $34.11 spot"
        },
        {
          "item": "GB200 NVL72 186 GB",
          "unit": "gpu-hour",
          "usd": 10.5,
          "note": "4-GPU instance at $42.00 an hour on demand"
        },
        {
          "item": "A100 80 GB",
          "unit": "gpu-hour",
          "usd": 2.7,
          "note": "8-GPU node at $21.60 an hour on demand, $9.65 spot"
        },
        {
          "item": "L40S 48 GB",
          "unit": "gpu-hour",
          "usd": 2.25,
          "note": "8-GPU node at $18.00 an hour on demand, $7.88 spot"
        },
        {
          "item": "AI Object Storage, hot tier",
          "unit": "gb-month",
          "usd": 0.06,
          "note": "Warm $0.03, cold $0.015. No egress fee"
        }
      ],
      "provenance": {
        "legalEntity": "CoreWeave, Inc.",
        "domain": "coreweave.com",
        "domainRegistered": "2019-04-01",
        "endpointOnVendorDomain": true,
        "terms": "https://docs.coreweave.com/policies/terms-of-service",
        "privacy": "https://docs.coreweave.com/policies/terms-of-service/privacy-policy",
        "statusPage": "https://status.coreweave.com",
        "changelog": "https://docs.coreweave.com/release-notes/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The Terms of Service on docs.coreweave.com govern the CoreWeave Cloud Platform and were last modified on 30 June 2022. They are under New York law. The separate Terms of Use page covers the websites only.",
          "The privacy policy names CoreWeave, Inc. and its affiliates and was last updated on 24 February 2026.",
          "www.coreweave.com/.well-known/security.txt and coreweave.com/.well-known/security.txt return 404. A vulnerability disclosure policy is published in the docs.",
          "The APIs run on api.coreweave.com and mc.coreweave.com. Serverless Inference runs on api.inference.wandb.ai.",
          "coreweave.com was registered on 2019-04-01 per Verisign RDAP."
        ],
        "score": 83
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/coreweave.json",
      "live": {
        "slug": "coreweave",
        "probe": {
          "target": "https://api.coreweave.com",
          "method": "get",
          "lastAt": "2026-10-08T19:08:44.196236462Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 146,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 139,
          "p95ms24h": 256,
          "samples24h": 19,
          "samples30d": 19,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 19,
              "ok": 19
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.coreweave.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-08T17:50:32.247487356Z"
        },
        "pages": [
          {
            "url": "https://docs.coreweave.com/release-notes/changelog",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:18:37.275927892Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "526831cd5f7a"
          },
          {
            "url": "https://www.coreweave.com/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-08T18:27:14.115245132Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "b92d2fed4434"
          },
          {
            "url": "https://docs.coreweave.com/policies/terms-of-service/privacy-policy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-08T18:18:35.381020121Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "92c4d55f1382"
          },
          {
            "url": "https://docs.coreweave.com/policies/terms-of-service",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:18:32.98309125Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "6f16ddc8984a"
          }
        ],
        "updatedAt": "2026-10-08T19:08:44.196236462Z"
      }
    },
    "answer": "CoreWeave scores 61.5 (C) on agent readiness against Koyeb's 46.5 (D), and leads in 5 of 7 scored categories. Koyeb leads on reliability.",
    "b": {
      "slug": "koyeb",
      "name": "Koyeb",
      "vendor": "Koyeb",
      "vendorUrl": "https://www.koyeb.com",
      "kind": "platform",
      "category": "gpu-compute",
      "summary": "Serverless platform for deploying applications and containers on CPU or GPU instances, with autoscaling and an API.",
      "url": "https://www.anchorterminal.com/tools/koyeb",
      "markdownUrl": "https://www.anchorterminal.com/tools/koyeb.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/koyeb.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/koyeb.json",
      "repo": "https://github.com/koyeb/koyeb-cli",
      "license": "Apache-2.0",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://app.koyeb.com/v1",
      "packages": [],
      "auth": "pat",
      "authNotes": "Personal access token created in the control panel (app.koyeb.com/user/settings/api) and sent as `Authorization: Bearer` to app.koyeb.com/v1. The CLI stores it from `koyeb login` and hides it in debug output. Organisation-scoped tokens can be created for teams.",
      "pricing": "freemium",
      "pricingNotes": "Pro is $29 a month with $10 of usage included, Scale $299 with $100, Enterprise custom. The Starter plan closed to new sign-ups after the Mistral AI agreement. Everything bills per second. GPUs an hour are RTX 4000 SFF Ada $0.50, L4 $0.70, RTX A6000 $0.75, L40S $1.20, A100 $1.60, A100 SXM $2.15, RTX PRO 6000 $2.20, H100 $2.50, H200 $3.00, 2x A100 $3.20, 2x H100 $5.00, 4x A100 $6.40, 8x H100 $20.00, 8x H200 $24.00. CPU services start at $0.000006 a second (https://www.koyeb.com/pricing, https://www.koyeb.com/blog/koyeb-is-joining-mistral-ai-to-build-the-future-of-ai-infrastructure).",
      "priceSummary": "$29 / mo",
      "where": "hosted",
      "x402": {
        "level": "no",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 72,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://www.koyeb.com/docs",
      "capabilities": [
        "compute.gpu",
        "compute.serverless",
        "compute.endpoints",
        "compute.containers"
      ],
      "tags": [
        "hosted",
        "freemium",
        "eu",
        "enterprise"
      ],
      "lastRelease": "2026-05-12",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 46.5,
        "grade": "D",
        "agentReady": false,
        "rank": 561,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 11,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 56,
          "maintenance": 23,
          "payments": 20,
          "reliability": 60,
          "schema": 41,
          "security": 50,
          "transparency": 63
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "H100 at $2.50 and H200 at $3.00 an hour, billed per second. Changelog silent since 27 February 2026 and no CLI release since 12 May 2026.",
        "bestFor": "Teams that want cheap H100 or H200 containers with scale to zero and an SLA, deployed from Git or an image without a vendor SDK.",
        "strengths": [
          "H100 at $2.50 and H200 at $3.00 an hour, billed per second",
          "Scale to zero after 5 idle minutes by default, configurable up to 12 hours on higher plans",
          "99.9 per cent uptime SLA published from the Pro plan",
          "List endpoints filter by name, type, status and region with `limit` and `offset`, and create and update take `dry_run`",
          "French company under French law with a published DPA"
        ],
        "weaknesses": [
          "Changelog silent since 27 February 2026 and no CLI release since 12 May 2026",
          "No free compute tier; Starter closed after the Mistral AI agreement",
          "No llms.txt, no downloadable OpenAPI file, no documented rate limits or error codes",
          "Audit logs and RBAC only on Enterprise, and tokens have no scopes",
          "Platform due to fold into Mistral Compute with no dated migration plan"
        ],
        "agentNotes": [
          "Pass `dry_run` on service create or update to validate the definition before anything deploys",
          "Page service lists with `limit` and `offset` and filter by `statuses` instead of fetching everything",
          "Expect the first request after deep sleep to take 1 to 5 seconds and retry once with a timeout",
          "Set `--min-scale 0` on GPU services so idle instances stop billing",
          "Re-check the Mistral transition before building anything long-lived on it"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 46.5
          }
        ],
        "editorialScores": {
          "ergonomics": 56,
          "maintenance": 23,
          "payments": 20,
          "reliability": 60,
          "schema": 41,
          "security": 50,
          "transparency": 50
        },
        "provenanceScore": 75
      },
      "connect": {
        "install": "brew install koyeb/tap/koyeb \u0026\u0026 koyeb login  # or go install github.com/koyeb/koyeb-cli/cmd/koyeb",
        "http": "curl \"https://app.koyeb.com/v1/services\" -H \"Authorization: Bearer $KOYEB_TOKEN\""
      },
      "letme": {
        "capability": "https://letme.dev/compute.gpu",
        "tool": "https://letme.dev/koyeb"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "H100 80 GB",
          "unit": "gpu-hour",
          "usd": 2.5
        },
        {
          "item": "H200 141 GB",
          "unit": "gpu-hour",
          "usd": 3
        },
        {
          "item": "A100 80 GB",
          "unit": "gpu-hour",
          "usd": 1.6
        },
        {
          "item": "RTX PRO 6000",
          "unit": "gpu-hour",
          "usd": 2.2
        },
        {
          "item": "L40S 48 GB",
          "unit": "gpu-hour",
          "usd": 1.2
        },
        {
          "item": "L4 24 GB",
          "unit": "gpu-hour",
          "usd": 0.7
        },
        {
          "item": "Pro plan",
          "unit": "month",
          "usd": 29,
          "note": "$10 of usage included"
        },
        {
          "item": "Scale plan",
          "unit": "month",
          "usd": 299,
          "note": "$100 of usage included"
        }
      ],
      "provenance": {
        "legalEntity": "Koyeb SAS",
        "domain": "koyeb.com",
        "domainRegistered": "2019-03-11",
        "endpointOnVendorDomain": true,
        "terms": "https://www.koyeb.com/docs/legal/terms",
        "privacy": "https://www.koyeb.com/docs/legal/data-processing-agreement",
        "statusPage": "https://status.koyeb.com",
        "changelog": "https://www.koyeb.com/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "The Master Services Agreement of 28 June 2024 names Koyeb, a simplified joint-stock company registered in Nanterre under 850 183 948, at 9 rue des Longs Prés, Boulogne-Billancourt, under French law.",
          "The site footer's privacy link points at the data processing agreement rather than a separate privacy policy.",
          "www.koyeb.com/.well-known/security.txt returns 404 and there's no llms.txt at www.koyeb.com or under /docs.",
          "Koyeb announced on 17 February 2026 that it is joining Mistral AI."
        ],
        "score": 75
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/koyeb.json",
      "live": {
        "slug": "koyeb",
        "probe": {
          "target": "https://app.koyeb.com/v1",
          "method": "get",
          "lastAt": "2026-10-08T19:08:50.781450165Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 169,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 72,
          "p95ms24h": 151,
          "samples24h": 272,
          "samples30d": 1933,
          "days": [
            {
              "date": "2026-10-01",
              "probes": 109,
              "ok": 109
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 217,
              "ok": 217
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.koyeb.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-08T17:50:48.615603505Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "koyeb/koyeb-cli",
            "version": "v5.12.0",
            "released": "2026-09-16",
            "seenAt": "2026-10-08T16:18:01.679616884Z"
          }
        ],
        "githubStars": 75,
        "securityTxt": {
          "url": "https://koyeb.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:38:33.165001961Z"
        },
        "domain": {
          "domain": "koyeb.com",
          "registered": "2019-03-11",
          "source": "https://rdap.verisign.com/com/v1/domain/koyeb.com",
          "checkedAt": "2026-10-04T13:09:21.713025238Z"
        },
        "pages": [
          {
            "url": "https://www.koyeb.com/changelog",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-08T18:28:38.583332732Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "7e4e89b36b63"
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            "url": "https://www.koyeb.com/pricing",
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            "fingerprint": "9d7cf517fa78"
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          {
            "url": "https://www.koyeb.com/docs/legal/data-processing-agreement",
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            "status": 304,
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            "fingerprint": "6e08cc6e8919"
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          {
            "url": "https://www.koyeb.com/docs/legal/terms",
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        "updatedAt": "2026-10-08T19:08:50.781450165Z"
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    "facts": [
      {
        "a": "HTTP API",
        "b": "Model platform",
        "name": "Kind"
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      {
        "a": "CoreWeave, Inc.",
        "b": "Koyeb",
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        "a": "Pay per use",
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        "a": "no",
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      {
        "a": "Proprietary service under CoreWeave's Terms of Service. The Terraform provider on GitHub is MIT",
        "b": "Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "38",
        "b": "none",
        "name": "Tools exposed"
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      {
        "a": "no",
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      {
        "a": "yes",
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      {
        "a": "2026-10-02",
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        "name": "Last release"
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        "a": "2022-06-30",
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      },
      {
        "a": "2026-02-24",
        "b": "no date given",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "none",
        "b": "72 stars",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3.5/5 (2)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "CoreWeave scores 61.5 (C) on agent readiness against Koyeb's 46.5 (D), and leads in 5 of 7 scored categories. Koyeb leads on reliability.",
        "question": "Which is better for AI agents, CoreWeave or Koyeb?"
      },
      {
        "answer": "Yes. CoreWeave has a hosted endpoint at https://api.coreweave.com and Koyeb at https://app.koyeb.com/v1.",
        "question": "Can an agent call CoreWeave and Koyeb without installing anything?"
      }
    ],
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          "Schema \u0026 documentation, 79 against 41",
          "Security \u0026 auth, 74 against 50",
          "Maintenance \u0026 community, 80 against 23",
          "Transparency \u0026 trust, 77 against 63"
        ],
        "also": null,
        "goodFor": "Teams that already run Kubernetes and need whole multi-GPU nodes or clusters for training and dedicated inference, with a contract and IAM.",
        "slug": "coreweave",
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          "Reliability, 60 against 50"
        ],
        "also": null,
        "goodFor": "Teams that want cheap H100 or H200 containers with scale to zero and an SLA, deployed from Git or an image without a vendor SDK.",
        "slug": "koyeb",
        "watchFor": "Changelog silent since 27 February 2026 and no CLI release since 12 May 2026"
      }
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      "name": "Compute gpu"
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    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/baseten-vs-coreweave.json",
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        "url": "https://www.anchorterminal.com/compare/baseten-vs-coreweave"
      },
      {
        "json": "https://www.anchorterminal.com/compare/baseten-vs-koyeb.json",
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      {
        "json": "https://www.anchorterminal.com/compare/beam-vs-coreweave.json",
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        "json": "https://www.anchorterminal.com/compare/beam-vs-koyeb.json",
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        "url": "https://www.anchorterminal.com/compare/beam-vs-koyeb"
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        "json": "https://www.anchorterminal.com/compare/cerebrium-vs-coreweave.json",
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      {
        "json": "https://www.anchorterminal.com/compare/cerebrium-vs-koyeb.json",
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        "coreweave": 50,
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        "key": "reliability",
        "koyeb": 60,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
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      {
        "by": 38,
        "coreweave": 79,
        "edge": "coreweave",
        "key": "schema",
        "koyeb": 41,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 2,
        "coreweave": 58,
        "edge": "coreweave",
        "key": "ergonomics",
        "koyeb": 56,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 24,
        "coreweave": 74,
        "edge": "coreweave",
        "key": "security",
        "koyeb": 50,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 0,
        "coreweave": 20,
        "edge": "",
        "key": "payments",
        "koyeb": 20,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
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      {
        "by": 57,
        "coreweave": 80,
        "edge": "coreweave",
        "key": "maintenance",
        "koyeb": 23,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 14,
        "coreweave": 77,
        "edge": "coreweave",
        "key": "transparency",
        "koyeb": 63,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "CoreWeave scores 61.5 (C) on agent readiness against Koyeb's 46.5 (D), and leads in 5 of 7 scored categories. Koyeb leads on reliability. Both do compute gpu.",
    "verdicts": {
      "coreweave": "Per-hour prices for 8-GPU H100, H200 and B200 nodes are public, the docs ship as Markdown with llms.txt and embedded OpenAPI specs, and IAM has read-only roles per service. An organisation must be approved by CoreWeave's sales team before any token exists, and no request rate limits were found in the reviewed documentation.",
      "koyeb": "H100 at $2.50 and H200 at $3.00 an hour, billed per second. Changelog silent since 27 February 2026 and no CLI release since 12 May 2026."
    }
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  "markdown": "CoreWeave scores 61.5 (C) on agent readiness against Koyeb's 46.5 (D), and leads in 5 of 7 scored categories. Koyeb leads on reliability. Both do compute gpu.\n\n- CoreWeave: grade C, 61.5/100, rank #323 of 629. Markdown https://www.anchorterminal.com/tools/coreweave.md · JSON https://www.anchorterminal.com/api/v1/tools/coreweave.json\n- Koyeb: grade D, 46.5/100, rank #561 of 629. Markdown https://www.anchorterminal.com/tools/koyeb.md · JSON https://www.anchorterminal.com/api/v1/tools/koyeb.json\n\n## Which one, for what\n\n### CoreWeave (C)\n\nGood for: Teams that already run Kubernetes and need whole multi-GPU nodes or clusters for training and dedicated inference, with a contract and IAM.\n\nAhead on:\n- Schema \u0026 documentation, 79 against 41\n- Security \u0026 auth, 74 against 50\n- Maintenance \u0026 community, 80 against 23\n- Transparency \u0026 trust, 77 against 63\n\nWatch for: No self-serve route. CoreWeave's sales team approves an organisation and emails the activation link before a token can be created\n\n### Koyeb (D)\n\nGood for: Teams that want cheap H100 or H200 containers with scale to zero and an SLA, deployed from Git or an image without a vendor SDK.\n\nAhead on:\n- Reliability, 60 against 50\n\nWatch for: Changelog silent since 27 February 2026 and no CLI release since 12 May 2026\n\n\n## Score by category\n\n| Category | Weight | CoreWeave | Koyeb | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 60 | Koyeb +10 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 79 | 41 | CoreWeave +38 |\n| Agent ergonomics | 13% (16.2 this run) | 58 | 56 | CoreWeave +2 |\n| Security \u0026 auth | 14% (17.5 this run) | 74 | 50 | CoreWeave +24 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 20 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 80 | 23 | CoreWeave +57 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 77 | 63 | CoreWeave +14 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **61.5 · C** | **46.5 · D** | |\n\n## Facts side by side\n\n| Fact | CoreWeave | Koyeb |\n| --- | --- | --- |\n| Kind | HTTP API | Model platform |\n| Vendor | CoreWeave, Inc. | Koyeb |\n| Hosted endpoint | `https://api.coreweave.com` | `https://app.koyeb.com/v1` |\n| Transports | HTTP | HTTP |\n| Auth | Token | Token |\n| Pricing | Pay per use | Freemium |\n| x402 | no | no |\n| Licence | Proprietary service under CoreWeave's Terms of Service. The Terraform provider on GitHub is MIT | Apache-2.0 |\n| Tools exposed | 38 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | no |\n| Last release | 2026-10-02 | 2026-05-12 |\n| Terms last updated | 2022-06-30 | no date given |\n| Privacy policy last updated | 2026-02-24 | no date given |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | yes |\n| Terms restrict benchmarking | not found in the text | not found in the text |\n| Terms or service can change without notice | yes | yes |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | none | 72 stars |\n| Agent reviews | none | 3.5/5 (2) |\n\n## Verdicts\n\n**CoreWeave.** Per-hour prices for 8-GPU H100, H200 and B200 nodes are public, the docs ship as Markdown with llms.txt and embedded OpenAPI specs, and IAM has read-only roles per service. An organisation must be approved by CoreWeave's sales team before any token exists, and no request rate limits were found in the reviewed documentation.\n\n**Koyeb.** H100 at $2.50 and H200 at $3.00 an hour, billed per second. Changelog silent since 27 February 2026 and no CLI release since 12 May 2026.\n\n## Before you call either\n\n### CoreWeave\n\n1. Create an API access token at console.coreweave.com/tokens with an expiry and send it as `Authorization: Bearer` to https://api.coreweave.com\n2. Add GPUs by applying a NodePool resource (`compute.coreweave.com/v1alpha1`) to a CKS cluster with `instanceType` and `targetNodes`. `instanceType` can't be changed afterwards\n3. Set `targetNodes` to 0 or delete the Node Pool when a job ends. Nodes are whole 8-GPU machines billed by the hour\n4. Never pass `dry_run` to the MCP tool `coreweave_kubectl_apply` expecting a preview. The reference says the parameter is ignored and the manifest is applied\n5. Use a separate Forge API key and https://api.inference.wandb.ai/v1 for Serverless Inference. A CoreWeave API access token doesn't work there\n\n### Koyeb\n\n1. Pass `dry_run` on service create or update to validate the definition before anything deploys\n2. Page service lists with `limit` and `offset` and filter by `statuses` instead of fetching everything\n3. Expect the first request after deep sleep to take 1 to 5 seconds and retry once with a timeout\n4. Set `--min-scale 0` on GPU services so idle instances stop billing\n5. Re-check the Mistral transition before building anything long-lived on it\n\n## Questions\n\n### Which is better for AI agents, CoreWeave or Koyeb?\n\nCoreWeave scores 61.5 (C) on agent readiness against Koyeb's 46.5 (D), and leads in 5 of 7 scored categories. Koyeb leads on reliability.\n\n### Can an agent call CoreWeave and Koyeb without installing anything?\n\nYes. CoreWeave has a hosted endpoint at https://api.coreweave.com and Koyeb at https://app.koyeb.com/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/coreweave-vs-koyeb.json, and with the fewest tokens: https://www.anchorterminal.com/compare/coreweave-vs-koyeb.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"coreweave\", \"b\": \"koyeb\"}`. From a terminal: `anchor compare coreweave koyeb`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/coreweave.json and https://www.anchorterminal.com/api/v1/tools/koyeb.json\n\n## Other comparisons with CoreWeave or Koyeb\n\n- [Baseten vs CoreWeave](https://www.anchorterminal.com/compare/baseten-vs-coreweave.md)\n- [Baseten vs Koyeb](https://www.anchorterminal.com/compare/baseten-vs-koyeb.md)\n- [Beam vs CoreWeave](https://www.anchorterminal.com/compare/beam-vs-coreweave.md)\n- [Beam vs Koyeb](https://www.anchorterminal.com/compare/beam-vs-koyeb.md)\n- [Cerebrium vs CoreWeave](https://www.anchorterminal.com/compare/cerebrium-vs-coreweave.md)\n- [Cerebrium vs Koyeb](https://www.anchorterminal.com/compare/cerebrium-vs-koyeb.md)\n- [CoreWeave vs Lambda Cloud](https://www.anchorterminal.com/compare/coreweave-vs-lambda.md)\n- [CoreWeave vs Modal](https://www.anchorterminal.com/compare/coreweave-vs-modal.md)\n- [CoreWeave vs Northflank](https://www.anchorterminal.com/compare/coreweave-vs-northflank.md)\n- [CoreWeave vs Replicate Deployments](https://www.anchorterminal.com/compare/coreweave-vs-replicate-deploy.md)\n- [CoreWeave vs Runpod](https://www.anchorterminal.com/compare/coreweave-vs-runpod.md)\n- [CoreWeave vs Vast.ai](https://www.anchorterminal.com/compare/coreweave-vs-vast-ai.md)\n- [Koyeb vs Lambda Cloud](https://www.anchorterminal.com/compare/koyeb-vs-lambda.md)\n- [Koyeb vs Modal](https://www.anchorterminal.com/compare/koyeb-vs-modal.md)\n- [Koyeb vs Northflank](https://www.anchorterminal.com/compare/koyeb-vs-northflank.md)\n- [Koyeb vs Replicate Deployments](https://www.anchorterminal.com/compare/koyeb-vs-replicate-deploy.md)\n- [Koyeb vs Runpod](https://www.anchorterminal.com/compare/koyeb-vs-runpod.md)\n- [Koyeb vs Vast.ai](https://www.anchorterminal.com/compare/koyeb-vs-vast-ai.md)\n",
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