{
  "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": 421,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 8,
        "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": "2026-10-09T10:14:12.041849046Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 129,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 123,
          "p95ms24h": 181,
          "samples24h": 179,
          "samples30d": 179,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 70,
              "ok": 70
            },
            {
              "date": "2026-10-09",
              "probes": 109,
              "ok": 109
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.coreweave.com",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-09T07:57:46.397856514Z"
        },
        "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": "2026-10-09T10:14:12.041849046Z"
      }
    },
    "answer": "CoreWeave scores 61.5 (C) on agent readiness against Hyperbolic's 48 (D), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "hyperbolic",
      "name": "Hyperbolic",
      "vendor": "Hyperbolic Labs, Inc.",
      "vendorUrl": "https://www.hyperbolic.ai",
      "kind": "http-api",
      "category": "gpu-compute",
      "summary": "Hyperbolic is a GPU cloud from Hyperbolic Labs that rents H100, H200 and B200 virtual machines and bare-metal nodes by the hour, with reserved terms and private clusters. Agents use its REST API with an API key.",
      "url": "https://www.anchorterminal.com/tools/hyperbolic",
      "markdownUrl": "https://www.anchorterminal.com/tools/hyperbolic.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/hyperbolic.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/hyperbolic.json",
      "license": "Proprietary service under Hyperbolic's Terms of Service. The unmaintained hyperbolic-mcp repository on GitHub is MIT",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.hyperbolic.ai",
      "packages": [],
      "auth": "api-key",
      "authNotes": "Self-serve. A signed-in user creates an API key in the console's settings, and the secret is shown once. Requests send it as `Authorization: Bearer \u003capi-key\u003e`. An account can hold any number of keys and revoke any of them. Keys created inside an Organisation belong to it and are attributed to the member who made them. Members revoke their own keys and admins revoke any. No scopes, read-only keys or expiry were found in the reviewed documentation. `GET /v2/openapi.json`, `GET /v2/on-demand/rental-options` and `GET /v2/on-demand/reserve-options` need no key.",
      "pricing": "usage",
      "pricingNotes": "Prepaid credits, minimum purchase $5 through Stripe, 1 to 1 with dollars and with no expiry. A new account is on the free tier and cannot rent GPUs or storage until it has deposited $5 once. No trial was found, apart from credit codes handed out at events. On-demand rentals bill hourly from the moment an instance is ready, and the balance must cover one hour of all running instances. On 8 October 2026 the open price list showed one H100 virtual machine at $3.19 an hour. Reserved terms of 7, 14 and 30 days take 1, 3 and 5 per cent off and are paid up front. Private Cloud is by contract (https://www.hyperbolic.ai/docs/on-demand/pricing).",
      "priceSummary": "Pay per use",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs corpus or the OpenAPI document for the GPU API. The archived HyperbolicLabs/hyperbolic-x402 repository covered chat completions on a separate host, not GPU rentals (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://www.hyperbolic.ai/docs/overview/overview",
      "llmsTxt": "https://www.hyperbolic.ai/docs/llms.txt",
      "openapi": "https://api.hyperbolic.ai/v2/openapi.json",
      "capabilities": [
        "compute.gpu"
      ],
      "tags": [
        "hosted",
        "usage-priced",
        "openapi",
        "llms-txt",
        "api-key",
        "bare-metal",
        "status-page",
        "prepaid"
      ],
      "lastRelease": "2026-10-05",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 48,
        "grade": "D",
        "agentReady": false,
        "rank": 730,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 15,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 55,
          "maintenance": 42,
          "payments": 15,
          "reliability": 52,
          "schema": 77,
          "security": 47,
          "transparency": 61
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": -3,
        "negativeNotes": [
          "2026-10-05, removing the `roles` list from the `GET /v2/users/me` response and changing timestamps to RFC 3339 on the v2 API. Both are recorded in the changelog entry for the week they shipped, and no advance notice was found. Documented, so 3 points (https://www.hyperbolic.ai/docs/changelog)."
        ],
        "verdict": "The API serves its own OpenAPI 3.1 document without a key, lists GPU prices on an open endpoint and dates the removal of legacy paths at 1 March 2027. API keys carry no scopes and can delete the account, rental creation has no idempotency key, and renting needs a browser signup and a $5 deposit.",
        "bestFor": "Agents that rent whole H100, H200 or B200 machines or multi-node clusters for training and batch work and that have a funded account.",
        "strengths": [
          "OpenAPI 3.1 document with 65 operations and 53 schemas, served by the API at `GET /v2/openapi.json` with no key",
          "`GET /v2/on-demand/rental-options` returns live GPU configurations and hourly prices in cents with no key",
          "Deprecated paths answer with a `Sunset` header and a stated end date of 1 March 2027, and each names its replacement",
          "Docs index at `/docs/llms.txt`, every page as Markdown and the whole corpus in `llms-full.txt` (188 KB)",
          "Billing starts only when an instance is ready, and instances that fail to provision within about 3 hours are not charged, per the pricing docs"
        ],
        "weaknesses": [
          "API keys carry no scopes or expiry in the reviewed documentation, and the same key can call `DELETE /v2/users/me`",
          "`POST /v2/on-demand/rentals` has no idempotency key, so a retried call can start a second billed rental",
          "No 429 response, `Retry-After` header or backoff guidance was found in the spec or the docs",
          "A free-tier account cannot rent GPUs or storage. Renting needs a one-time deposit of at least $5 through Stripe",
          "The Terms of Service describe a marketplace in which uptime is between buyer and supplier, while the docs state a 99.5 per cent uptime SLA",
          "No official SDK or CLI for the v2 API was found. The vendor's MCP repository last changed in May 2025 and calls the legacy v1 marketplace paths"
        ],
        "agentNotes": [
          "Read `GET /v2/on-demand/rental-options` first. It needs no key and lists what can be rented now, with `costPerHourCents` per GPU configuration.",
          "Send `rentalType` and `gpuCount` to `POST /v2/on-demand/rentals`. Region defaults to `us-central-1` and GPU type to `h100`, so set both from the options list.",
          "List active rentals before retrying a failed create call. There is no idempotency key and every ready rental bills hourly.",
          "Save an SSH public key with `POST /v2/ssh-keys` before renting. Without `sshPublicKeyIds` the newest saved key is attached.",
          "Do not create reserved rentals unless asked. They are paid in full up front and cannot be terminated early."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "D",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 48
          }
        ],
        "editorialScores": {
          "ergonomics": 55,
          "maintenance": 42,
          "payments": 15,
          "reliability": 52,
          "schema": 77,
          "security": 47,
          "transparency": 45
        },
        "provenanceScore": 76
      },
      "connect": {
        "http": "curl -X POST https://api.hyperbolic.ai/v2/ssh-keys -H \"Authorization: Bearer $HYPERBOLIC_API_KEY\" -H \"Content-Type: application/json\" -d \"{\\\"publicKey\\\": \\\"$(cat ~/.ssh/id_ed25519.pub)\\\", \\\"name\\\": \\\"Work laptop\\\"}\""
      },
      "letme": {
        "capability": "https://letme.dev/compute.gpu",
        "tool": "https://letme.dev/hyperbolic"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "H100 SXM5 80 GB virtual machine, on-demand",
          "unit": "gpu-hour",
          "usd": 3.19,
          "note": "The one configuration on the open price list on 8 October 2026 (us-east-1). Reserved terms take 1 to 5 per cent off"
        }
      ],
      "provenance": {
        "legalEntity": "Hyperbolic Labs, Inc.",
        "domain": "hyperbolic.ai",
        "domainRegistered": "2021-10-11",
        "endpointOnVendorDomain": true,
        "terms": "https://www.hyperbolic.ai/terms",
        "privacy": "https://www.hyperbolic.ai/privacy",
        "statusPage": "https://status.hyperbolic.ai",
        "changelog": "https://www.hyperbolic.ai/docs/changelog",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The Terms of Service, last updated 24 March 2025, name Hyperbolic Labs, Inc. as owner and operator of the platform, apply California law and set AAA arbitration. They cover the website and all services, and no separate API or cloud agreement was found.",
          "The Privacy Policy is effective 3 June 2024 and names Hyperbolic Labs, Inc. One clause on business transfers names Babylon three times where the company's own name would be expected.",
          "The API answers at api.hyperbolic.ai, a subdomain of the vendor domain, and on the legacy host api.hyperbolic.xyz.",
          "https://www.hyperbolic.ai/.well-known/security.txt answered 404. The docs ask for vulnerability reports by email to support@hyperbolic.ai.",
          "RDAP for hyperbolic.ai gives a registration date of 2021-10-11."
        ],
        "score": 76
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/hyperbolic.json",
      "live": {
        "slug": "hyperbolic",
        "probe": {
          "target": "https://api.hyperbolic.ai",
          "method": "get",
          "lastAt": "2026-10-09T10:14:17.158516367Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 756,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 663,
          "p95ms24h": 738,
          "samples24h": 28,
          "samples30d": 28,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 28,
              "ok": 28
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.hyperbolic.ai",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
          "checkedAt": "2026-10-09T07:58:04.049851546Z"
        },
        "updatedAt": "2026-10-09T10:14:17.158516367Z"
      }
    },
    "facts": [
      {
        "a": "HTTP API",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "CoreWeave, Inc.",
        "b": "Hyperbolic Labs, Inc.",
        "name": "Vendor"
      },
      {
        "a": "https://api.coreweave.com",
        "b": "https://api.hyperbolic.ai",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "Token",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary service under CoreWeave's Terms of Service. The Terraform provider on GitHub is MIT",
        "b": "Proprietary service under Hyperbolic's Terms of Service. The unmaintained hyperbolic-mcp repository on GitHub is MIT",
        "name": "Licence"
      },
      {
        "a": "38",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-02",
        "b": "2026-10-05",
        "name": "Last release"
      },
      {
        "a": "2022-06-30",
        "b": "2025-03-24",
        "name": "Terms last updated"
      },
      {
        "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": "yes",
        "name": "Arbitration or class-action waiver"
      }
    ],
    "faq": [
      {
        "answer": "CoreWeave scores 61.5 (C) on agent readiness against Hyperbolic's 48 (D), and leads in 6 of 7 scored categories.",
        "question": "Which is better for AI agents, CoreWeave or Hyperbolic?"
      },
      {
        "answer": "CoreWeave needs an access token. Hyperbolic needs an API key.",
        "question": "Do CoreWeave and Hyperbolic need an API key?"
      },
      {
        "answer": "Yes. CoreWeave has a hosted endpoint at https://api.coreweave.com and Hyperbolic at https://api.hyperbolic.ai.",
        "question": "Can an agent call CoreWeave and Hyperbolic without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Security \u0026 auth, 74 against 47",
          "Payments \u0026 pricing, 20 against 15",
          "Maintenance \u0026 community, 80 against 42",
          "Transparency \u0026 trust, 77 against 61"
        ],
        "also": [
          "No incidents deducted, where Hyperbolic loses 3 points for them"
        ],
        "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",
        "watchFor": "No self-serve route. CoreWeave's sales team approves an organisation and emails the activation link before a token can be created"
      },
      {
        "aheadOn": null,
        "also": null,
        "goodFor": "Agents that rent whole H100, H200 or B200 machines or multi-node clusters for training and batch work and that have a funded account.",
        "slug": "hyperbolic",
        "watchFor": "API keys carry no scopes or expiry in the reviewed documentation, and the same key can call `DELETE /v2/users/me`"
      }
    ],
    "job": {
      "capability": "compute.gpu",
      "name": "Compute gpu"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/baseten-vs-coreweave.json",
        "title": "Baseten vs CoreWeave",
        "url": "https://www.anchorterminal.com/compare/baseten-vs-coreweave"
      },
      {
        "json": "https://www.anchorterminal.com/compare/baseten-vs-hyperbolic.json",
        "title": "Baseten vs Hyperbolic",
        "url": "https://www.anchorterminal.com/compare/baseten-vs-hyperbolic"
      },
      {
        "json": "https://www.anchorterminal.com/compare/beam-vs-coreweave.json",
        "title": "Beam vs CoreWeave",
        "url": "https://www.anchorterminal.com/compare/beam-vs-coreweave"
      },
      {
        "json": "https://www.anchorterminal.com/compare/beam-vs-hyperbolic.json",
        "title": "Beam vs Hyperbolic",
        "url": "https://www.anchorterminal.com/compare/beam-vs-hyperbolic"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cerebrium-vs-coreweave.json",
        "title": "Cerebrium vs CoreWeave",
        "url": "https://www.anchorterminal.com/compare/cerebrium-vs-coreweave"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cerebrium-vs-hyperbolic.json",
        "title": "Cerebrium vs Hyperbolic",
        "url": "https://www.anchorterminal.com/compare/cerebrium-vs-hyperbolic"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-hugging-face-inference-endpoints.json",
        "title": "CoreWeave vs Hugging Face Inference Endpoints",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-hugging-face-inference-endpoints"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-koyeb.json",
        "title": "CoreWeave vs Koyeb",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-koyeb"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-lambda.json",
        "title": "CoreWeave vs Lambda Cloud",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-lambda"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-modal.json",
        "title": "CoreWeave vs Modal",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-modal"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-nebius-ai-cloud.json",
        "title": "CoreWeave vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-northflank.json",
        "title": "CoreWeave vs Northflank",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-replicate-deploy.json",
        "title": "CoreWeave vs Replicate Deployments",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-replicate-deploy"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-runpod.json",
        "title": "CoreWeave vs Runpod",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-runpod"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-thunder-compute.json",
        "title": "CoreWeave vs Thunder Compute",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-thunder-compute"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-vast-ai.json",
        "title": "CoreWeave vs Vast.ai",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-vast-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/coreweave-vs-verda.json",
        "title": "CoreWeave vs Verda",
        "url": "https://www.anchorterminal.com/compare/coreweave-vs-verda"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-hyperbolic.json",
        "title": "Hugging Face Inference Endpoints vs Hyperbolic",
        "url": "https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-hyperbolic"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-koyeb.json",
        "title": "Hyperbolic vs Koyeb",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-koyeb"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-lambda.json",
        "title": "Hyperbolic vs Lambda Cloud",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-lambda"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-modal.json",
        "title": "Hyperbolic vs Modal",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-modal"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-nebius-ai-cloud.json",
        "title": "Hyperbolic vs Nebius AI Cloud",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-nebius-ai-cloud"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-northflank.json",
        "title": "Hyperbolic vs Northflank",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-northflank"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-replicate-deploy.json",
        "title": "Hyperbolic vs Replicate Deployments",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-replicate-deploy"
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      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-runpod.json",
        "title": "Hyperbolic vs Runpod",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-runpod"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-thunder-compute.json",
        "title": "Hyperbolic vs Thunder Compute",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-thunder-compute"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-vast-ai.json",
        "title": "Hyperbolic vs Vast.ai",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-vast-ai"
      },
      {
        "json": "https://www.anchorterminal.com/compare/hyperbolic-vs-verda.json",
        "title": "Hyperbolic vs Verda",
        "url": "https://www.anchorterminal.com/compare/hyperbolic-vs-verda"
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    ],
    "scores": [
      {
        "by": 2,
        "coreweave": 50,
        "edge": "hyperbolic",
        "hyperbolic": 52,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 2,
        "coreweave": 79,
        "edge": "coreweave",
        "hyperbolic": 77,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 3,
        "coreweave": 58,
        "edge": "coreweave",
        "hyperbolic": 55,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 27,
        "coreweave": 74,
        "edge": "coreweave",
        "hyperbolic": 47,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 5,
        "coreweave": 20,
        "edge": "coreweave",
        "hyperbolic": 15,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 38,
        "coreweave": 80,
        "edge": "coreweave",
        "hyperbolic": 42,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 16,
        "coreweave": 77,
        "edge": "coreweave",
        "hyperbolic": 61,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "CoreWeave scores 61.5 (C) on agent readiness against Hyperbolic's 48 (D), and leads in 6 of 7 scored categories. 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.",
      "hyperbolic": "The API serves its own OpenAPI 3.1 document without a key, lists GPU prices on an open endpoint and dates the removal of legacy paths at 1 March 2027. API keys carry no scopes and can delete the account, rental creation has no idempotency key, and renting needs a browser signup and a $5 deposit."
    }
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    "llms": "https://www.anchorterminal.com/llms.txt",
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  "markdown": "CoreWeave scores 61.5 (C) on agent readiness against Hyperbolic's 48 (D), and leads in 6 of 7 scored categories. Both do compute gpu.\n\n- CoreWeave: grade C, 61.5/100, rank #421 of 842. Markdown https://www.anchorterminal.com/tools/coreweave.md · JSON https://www.anchorterminal.com/api/v1/tools/coreweave.json\n- Hyperbolic: grade D, 48/100, rank #730 of 842. Markdown https://www.anchorterminal.com/tools/hyperbolic.md · JSON https://www.anchorterminal.com/api/v1/tools/hyperbolic.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- Security \u0026 auth, 74 against 47\n- Payments \u0026 pricing, 20 against 15\n- Maintenance \u0026 community, 80 against 42\n- Transparency \u0026 trust, 77 against 61\n\nAlso in its favour:\n- No incidents deducted, where Hyperbolic loses 3 points for them\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### Hyperbolic (D)\n\nGood for: Agents that rent whole H100, H200 or B200 machines or multi-node clusters for training and batch work and that have a funded account.\n\nWatch for: API keys carry no scopes or expiry in the reviewed documentation, and the same key can call `DELETE /v2/users/me`\n\n\n## Score by category\n\n| Category | Weight | CoreWeave | Hyperbolic | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 50 | 52 | Hyperbolic +2 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 79 | 77 | CoreWeave +2 |\n| Agent ergonomics | 13% (16.2 this run) | 58 | 55 | CoreWeave +3 |\n| Security \u0026 auth | 14% (17.5 this run) | 74 | 47 | CoreWeave +27 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 20 | 15 | CoreWeave +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 80 | 42 | CoreWeave +38 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 77 | 61 | CoreWeave +16 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **61.5 · C** | **48 · D** | |\n\n## Facts side by side\n\n| Fact | CoreWeave | Hyperbolic |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | CoreWeave, Inc. | Hyperbolic Labs, Inc. |\n| Hosted endpoint | `https://api.coreweave.com` | `https://api.hyperbolic.ai` |\n| Transports | HTTP | HTTP |\n| Auth | Token | API key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary service under CoreWeave's Terms of Service. The Terraform provider on GitHub is MIT | Proprietary service under Hyperbolic's Terms of Service. The unmaintained hyperbolic-mcp repository on GitHub is MIT |\n| Tools exposed | 38 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-02 | 2026-10-05 |\n| Terms last updated | 2022-06-30 | 2025-03-24 |\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 | yes |\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**Hyperbolic.** The API serves its own OpenAPI 3.1 document without a key, lists GPU prices on an open endpoint and dates the removal of legacy paths at 1 March 2027. API keys carry no scopes and can delete the account, rental creation has no idempotency key, and renting needs a browser signup and a $5 deposit.\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### Hyperbolic\n\n1. Read `GET /v2/on-demand/rental-options` first. It needs no key and lists what can be rented now, with `costPerHourCents` per GPU configuration.\n2. Send `rentalType` and `gpuCount` to `POST /v2/on-demand/rentals`. Region defaults to `us-central-1` and GPU type to `h100`, so set both from the options list.\n3. List active rentals before retrying a failed create call. There is no idempotency key and every ready rental bills hourly.\n4. Save an SSH public key with `POST /v2/ssh-keys` before renting. Without `sshPublicKeyIds` the newest saved key is attached.\n5. Do not create reserved rentals unless asked. They are paid in full up front and cannot be terminated early.\n\n## Questions\n\n### Which is better for AI agents, CoreWeave or Hyperbolic?\n\nCoreWeave scores 61.5 (C) on agent readiness against Hyperbolic's 48 (D), and leads in 6 of 7 scored categories.\n\n### Do CoreWeave and Hyperbolic need an API key?\n\nCoreWeave needs an access token. Hyperbolic needs an API key.\n\n### Can an agent call CoreWeave and Hyperbolic without installing anything?\n\nYes. CoreWeave has a hosted endpoint at https://api.coreweave.com and Hyperbolic at https://api.hyperbolic.ai.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/coreweave-vs-hyperbolic.json, and with the fewest tokens: https://www.anchorterminal.com/compare/coreweave-vs-hyperbolic.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"coreweave\", \"b\": \"hyperbolic\"}`. From a terminal: `anchor compare coreweave hyperbolic`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/coreweave.json and https://www.anchorterminal.com/api/v1/tools/hyperbolic.json\n\n## Other comparisons with CoreWeave or Hyperbolic\n\n- [Baseten vs CoreWeave](https://www.anchorterminal.com/compare/baseten-vs-coreweave.md)\n- [Baseten vs Hyperbolic](https://www.anchorterminal.com/compare/baseten-vs-hyperbolic.md)\n- [Beam vs CoreWeave](https://www.anchorterminal.com/compare/beam-vs-coreweave.md)\n- [Beam vs Hyperbolic](https://www.anchorterminal.com/compare/beam-vs-hyperbolic.md)\n- [Cerebrium vs CoreWeave](https://www.anchorterminal.com/compare/cerebrium-vs-coreweave.md)\n- [Cerebrium vs Hyperbolic](https://www.anchorterminal.com/compare/cerebrium-vs-hyperbolic.md)\n- [CoreWeave vs Hugging Face Inference Endpoints](https://www.anchorterminal.com/compare/coreweave-vs-hugging-face-inference-endpoints.md)\n- [CoreWeave vs Koyeb](https://www.anchorterminal.com/compare/coreweave-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 Nebius AI Cloud](https://www.anchorterminal.com/compare/coreweave-vs-nebius-ai-cloud.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 Thunder Compute](https://www.anchorterminal.com/compare/coreweave-vs-thunder-compute.md)\n- [CoreWeave vs Vast.ai](https://www.anchorterminal.com/compare/coreweave-vs-vast-ai.md)\n- [CoreWeave vs Verda](https://www.anchorterminal.com/compare/coreweave-vs-verda.md)\n- [Hugging Face Inference Endpoints vs Hyperbolic](https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-hyperbolic.md)\n- [Hyperbolic vs Koyeb](https://www.anchorterminal.com/compare/hyperbolic-vs-koyeb.md)\n- [Hyperbolic vs Lambda Cloud](https://www.anchorterminal.com/compare/hyperbolic-vs-lambda.md)\n- [Hyperbolic vs Modal](https://www.anchorterminal.com/compare/hyperbolic-vs-modal.md)\n- [Hyperbolic vs Nebius AI Cloud](https://www.anchorterminal.com/compare/hyperbolic-vs-nebius-ai-cloud.md)\n- [Hyperbolic vs Northflank](https://www.anchorterminal.com/compare/hyperbolic-vs-northflank.md)\n- [Hyperbolic vs Replicate Deployments](https://www.anchorterminal.com/compare/hyperbolic-vs-replicate-deploy.md)\n- [Hyperbolic vs Runpod](https://www.anchorterminal.com/compare/hyperbolic-vs-runpod.md)\n- [Hyperbolic vs Thunder Compute](https://www.anchorterminal.com/compare/hyperbolic-vs-thunder-compute.md)\n- [Hyperbolic vs Vast.ai](https://www.anchorterminal.com/compare/hyperbolic-vs-vast-ai.md)\n- [Hyperbolic vs Verda](https://www.anchorterminal.com/compare/hyperbolic-vs-verda.md)\n",
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