{
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-08",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.4",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run"
  },
  "tool": {
    "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"
      ],
      "breakdown": [
        {
          "key": "reliability",
          "name": "Reliability",
          "weight": 16,
          "effectiveWeight": 20,
          "score": 50,
          "points": 10,
          "reason": "Graded as a hosted service on the CKS and platform APIs. Status.io page at status.coreweave.com with components per data centre, an RSS feed and email, webhook and Slack subscriptions (20). The history page is drawn by script and the feed holds ten items back to 25 September 2026, so only the last two weeks were readable. In that window the Cloud Console returned 404 for about 40 minutes on 6 October, US-CENTRAL-09A lost network connectivity from 06:22 to 08:37 UTC on 5 October, and object storage in the same zone ran at reduced IOPS for about two hours on 26 September. One major regional outage (10). No request rate limits found for api.coreweave.com, only gateway size limits of about 50 KB and 100 MB, and quotas are set per customer through support (0). No 429 or backoff guidance and no idempotency keys found. Kubernetes resources are declarative, so re-applying a manifest is safe (5 of 15). The terms set an objective of 99.9 per cent across multiple regions and 99 per cent in one, with financial credits (10). CKS is sold as a general service but its cluster API is v1beta1 and the Node Pool resource v1alpha1 (5 of 10)."
        },
        {
          "key": "performance",
          "name": "Performance",
          "weight": 10,
          "effectiveWeight": 0,
          "pending": true,
          "points": 0,
          "reason": "Pending. Latency is measured per call by our probes, which haven't run yet, so this run doesn't score it. Its weight is shared across the assessed categories until the first probe window closes."
        },
        {
          "key": "schema",
          "name": "Schema \u0026 documentation",
          "weight": 13,
          "effectiveWeight": 16.25,
          "score": 79,
          "points": 12.84,
          "reason": "OpenAPI 3.0 specs for the CKS, VPC, Object Storage, Dedicated Inference, Capacity Finder and Telemetry Relay APIs are embedded in the reference pages, and the same services are published as Protobuf on the Buf Schema Registry. The raw .yaml paths in llms.txt redirected our reader to a docs login (25). llms.txt at docs.coreweave.com and every page served as Markdown (10). Operations and MCP tools state their purpose and inputs, with few lines on when not to use them (12). Required fields are marked and the Node Pool reference lists enums, but the CKS spec has none and instance types and versions are plain strings (9). Each operation page has a curl example. Errors are one generic `code`, `message`, `details` shape with no per-operation codes (8). Versioned paths and a dated changelog of 168 entries since December 2024 (15)."
        },
        {
          "key": "ergonomics",
          "name": "Agent ergonomics",
          "weight": 13,
          "effectiveWeight": 16.25,
          "score": 58,
          "points": 9.43,
          "reason": "Graded on the platform API, the Kubernetes API and the Mission Control MCP server together. The MCP server documents 38 tools, most of them small read-only queries with limits, and every tool also takes an optional `user_prompt` (12 of 25). The Dedicated Inference API pages with `maxPageSize` and `pageToken`. The cluster list returns everything, with `returnPartialSuccess` for unreachable zones (14). Errors follow the google.rpc shape with a numeric code and a message, and support articles explain common failures (12). No idempotency keys, no MCP read-only or destructive annotations documented, and `coreweave_kubectl_apply` ignores `dry_run` and `plan_token` and applies the manifest (8). Generated clients on Buf for Go, Python, TypeScript, Java and others, plus a Terraform provider. Creating a cluster needs a zone, version and VPC (12)."
        },
        {
          "key": "security",
          "name": "Security \u0026 auth",
          "weight": 14,
          "effectiveWeight": 17.5,
          "score": 74,
          "points": 12.95,
          "reason": "API access tokens are user-scoped, carry an expiry, are shown once and can be revoked in the console. They inherit the user's IAM roles and have no scopes of their own. OIDC workload identity federation is available for CKS workloads. Tokens travel in the Authorization header only (25). IAM has a Viewer and an Admin role per service, and the MCP write tools are off unless CoreWeave enables them for an organisation. There is no confirmation step, and the apply tool ignores `dry_run` (15). The MCP server returns log lines and documentation text, which are untrusted content, and no injection guidance was found (5). Kubernetes audit logs have a Grafana dashboard, Telemetry Relay forwards audit logs to HTTPS or S3, and support staff access is controlled and logged (15). Vulnerability disclosure policy with safe harbour, trust centre badges for SOC 2 Type II, ISO 27001, 27017 and 27018, and a security advisories page whose latest entry is July 2024. No security.txt and no bug bounty found (14)."
        },
        {
          "key": "payments",
          "name": "Payments \u0026 pricing",
          "weight": 10,
          "effectiveWeight": 12.5,
          "score": 20,
          "points": 2.5,
          "reason": "No machine payment protocol (0). Per instance-hour prices for GPUs, CPUs, storage and networking are published without a login, with some models quoted by sales (20). No free tier or self-serve trial found. Trials run through the sales-led ARENA programme (0). An organisation has to be approved by the sales team and a person creates the token in the console (0)."
        },
        {
          "key": "tasks",
          "name": "Task success",
          "weight": 10,
          "effectiveWeight": 0,
          "pending": true,
          "points": 0,
          "reason": "Pending. Task success needs the category task suites run through each tool, which haven't run yet, so this run doesn't score it. Its weight is shared across the assessed categories until then. A data provider's data-quality score is published on its listing now and becomes half of this category when it's scored."
        },
        {
          "key": "maintenance",
          "name": "Maintenance \u0026 community",
          "weight": 7,
          "effectiveWeight": 8.75,
          "score": 80,
          "points": 7,
          "reason": "The changelog's latest entry is 2 October 2026 (30). It has 18 dated entries between 10 July and 2 October 2026 (20). Closed service with a dated changelog, a support centre and status updates by email. No public issue tracker for the platform (10 of 15). Generated clients on the Buf Schema Registry and a Terraform provider tagged v0.24.0 on 11 September 2026, the eighth tag since 14 July. The MCP server isn't in the official MCP registry (12). The provider repository has build, test, acceptance-test, release and Renovate workflows. We didn't check that they pass (8)."
        },
        {
          "key": "transparency",
          "name": "Transparency \u0026 trust",
          "weight": 7,
          "effectiveWeight": 8.75,
          "score": 77,
          "points": 6.74,
          "note": "editorial 71, provenance 83",
          "reason": "Closed service with published terms. They were last modified on 30 June 2022 and say they may be amended without notice (15). The terms commit to deleting customer data after account closure within a 30-day recovery period and at most 180 days, there is a data processing agreement, and the privacy policy of 24 February 2026 gives no fixed retention period for personal data (22). The changelog gives dated deprecations, for example operating system and driver versions from 29 July 2026, and the maintenance policy promises 24 hours' notice for critical work, though it can change without notice (14). Three sub-processors are named with their country and 30 days' notice of additions, and regions and availability zones are documented (20)."
        }
      ],
      "assessment": {
        "date": "2026-10-08",
        "basis": "public evidence",
        "confidence": "medium",
        "notes": {
          "ergonomics": "Graded on the platform API, the Kubernetes API and the Mission Control MCP server together. The MCP server documents 38 tools, most of them small read-only queries with limits, and every tool also takes an optional `user_prompt` (12 of 25). The Dedicated Inference API pages with `maxPageSize` and `pageToken`. The cluster list returns everything, with `returnPartialSuccess` for unreachable zones (14). Errors follow the google.rpc shape with a numeric code and a message, and support articles explain common failures (12). No idempotency keys, no MCP read-only or destructive annotations documented, and `coreweave_kubectl_apply` ignores `dry_run` and `plan_token` and applies the manifest (8). Generated clients on Buf for Go, Python, TypeScript, Java and others, plus a Terraform provider. Creating a cluster needs a zone, version and VPC (12).",
          "maintenance": "The changelog's latest entry is 2 October 2026 (30). It has 18 dated entries between 10 July and 2 October 2026 (20). Closed service with a dated changelog, a support centre and status updates by email. No public issue tracker for the platform (10 of 15). Generated clients on the Buf Schema Registry and a Terraform provider tagged v0.24.0 on 11 September 2026, the eighth tag since 14 July. The MCP server isn't in the official MCP registry (12). The provider repository has build, test, acceptance-test, release and Renovate workflows. We didn't check that they pass (8).",
          "payments": "No machine payment protocol (0). Per instance-hour prices for GPUs, CPUs, storage and networking are published without a login, with some models quoted by sales (20). No free tier or self-serve trial found. Trials run through the sales-led ARENA programme (0). An organisation has to be approved by the sales team and a person creates the token in the console (0).",
          "reliability": "Graded as a hosted service on the CKS and platform APIs. Status.io page at status.coreweave.com with components per data centre, an RSS feed and email, webhook and Slack subscriptions (20). The history page is drawn by script and the feed holds ten items back to 25 September 2026, so only the last two weeks were readable. In that window the Cloud Console returned 404 for about 40 minutes on 6 October, US-CENTRAL-09A lost network connectivity from 06:22 to 08:37 UTC on 5 October, and object storage in the same zone ran at reduced IOPS for about two hours on 26 September. One major regional outage (10). No request rate limits found for api.coreweave.com, only gateway size limits of about 50 KB and 100 MB, and quotas are set per customer through support (0). No 429 or backoff guidance and no idempotency keys found. Kubernetes resources are declarative, so re-applying a manifest is safe (5 of 15). The terms set an objective of 99.9 per cent across multiple regions and 99 per cent in one, with financial credits (10). CKS is sold as a general service but its cluster API is v1beta1 and the Node Pool resource v1alpha1 (5 of 10).",
          "schema": "OpenAPI 3.0 specs for the CKS, VPC, Object Storage, Dedicated Inference, Capacity Finder and Telemetry Relay APIs are embedded in the reference pages, and the same services are published as Protobuf on the Buf Schema Registry. The raw .yaml paths in llms.txt redirected our reader to a docs login (25). llms.txt at docs.coreweave.com and every page served as Markdown (10). Operations and MCP tools state their purpose and inputs, with few lines on when not to use them (12). Required fields are marked and the Node Pool reference lists enums, but the CKS spec has none and instance types and versions are plain strings (9). Each operation page has a curl example. Errors are one generic `code`, `message`, `details` shape with no per-operation codes (8). Versioned paths and a dated changelog of 168 entries since December 2024 (15).",
          "security": "API access tokens are user-scoped, carry an expiry, are shown once and can be revoked in the console. They inherit the user's IAM roles and have no scopes of their own. OIDC workload identity federation is available for CKS workloads. Tokens travel in the Authorization header only (25). IAM has a Viewer and an Admin role per service, and the MCP write tools are off unless CoreWeave enables them for an organisation. There is no confirmation step, and the apply tool ignores `dry_run` (15). The MCP server returns log lines and documentation text, which are untrusted content, and no injection guidance was found (5). Kubernetes audit logs have a Grafana dashboard, Telemetry Relay forwards audit logs to HTTPS or S3, and support staff access is controlled and logged (15). Vulnerability disclosure policy with safe harbour, trust centre badges for SOC 2 Type II, ISO 27001, 27017 and 27018, and a security advisories page whose latest entry is July 2024. No security.txt and no bug bounty found (14).",
          "transparency": "Closed service with published terms. They were last modified on 30 June 2022 and say they may be amended without notice (15). The terms commit to deleting customer data after account closure within a 30-day recovery period and at most 180 days, there is a data processing agreement, and the privacy policy of 24 February 2026 gives no fixed retention period for personal data (22). The changelog gives dated deprecations, for example operating system and driver versions from 29 July 2026, and the maintenance policy promises 24 hours' notice for critical work, though it can change without notice (14). Three sub-processors are named with their country and 30 days' notice of additions, and regions and availability zones are documented (20)."
        },
        "sources": [
          {
            "what": "docs index (llms.txt)",
            "url": "https://docs.coreweave.com/llms.txt",
            "seen": "2026-10-08"
          },
          {
            "what": "CKS API reference with OpenAPI spec",
            "url": "https://docs.coreweave.com/products/cks/reference/cks-api.md",
            "seen": "2026-10-08"
          },
          {
            "what": "Node Pool reference",
            "url": "https://docs.coreweave.com/products/cks/reference/node-pool.md",
            "seen": "2026-10-08"
          },
          {
            "what": "Dedicated Inference API reference",
            "url": "https://docs.coreweave.com/products/inference/reference/api-overview.md",
            "seen": "2026-10-08"
          },
          {
            "what": "Serverless Inference API reference",
            "url": "https://docs.coreweave.com/products/inference/serverless/api-reference.md",
            "seen": "2026-10-08"
          },
          {
            "what": "Mission Control MCP tool reference",
            "url": "https://docs.coreweave.com/observability/mission-control-mcp/reference/tools.md",
            "seen": "2026-10-08"
          },
          {
            "what": "Mission Control MCP configuration",
            "url": "https://docs.coreweave.com/observability/mission-control-mcp/configure.md",
            "seen": "2026-10-08"
          },
          {
            "what": "API access tokens",
            "url": "https://docs.coreweave.com/security/authn-authz/manage-api-access-tokens.md",
            "seen": "2026-10-08"
          },
          {
            "what": "IAM roles",
            "url": "https://docs.coreweave.com/security/iam/access-policies/roles.md",
            "seen": "2026-10-08"
          },
          {
            "what": "organisation activation",
            "url": "https://docs.coreweave.com/security/authn-authz/activate-org.md",
            "seen": "2026-10-08"
          },
          {
            "what": "pricing",
            "url": "https://www.coreweave.com/pricing",
            "seen": "2026-10-08"
          },
          {
            "what": "Terms of Service",
            "url": "https://docs.coreweave.com/policies/terms-of-service.md",
            "seen": "2026-10-08"
          },
          {
            "what": "privacy policy",
            "url": "https://docs.coreweave.com/policies/terms-of-service/privacy-policy.md",
            "seen": "2026-10-08"
          },
          {
            "what": "sub-processors",
            "url": "https://docs.coreweave.com/policies/terms-of-service/sub-processors.md",
            "seen": "2026-10-08"
          },
          {
            "what": "maintenance policy",
            "url": "https://docs.coreweave.com/policies/terms-of-service/maintenance-policy.md",
            "seen": "2026-10-08"
          },
          {
            "what": "vulnerability disclosure policy",
            "url": "https://docs.coreweave.com/policies/coreweave-vulnerability-disclosure-policy.md",
            "seen": "2026-10-08"
          },
          {
            "what": "limits and quotas",
            "url": "https://docs.coreweave.com/policies/limits.md",
            "seen": "2026-10-08"
          },
          {
            "what": "Kubernetes API request size limits",
            "url": "https://docs.coreweave.com/support/cks/articles/why-am-i-hitting-request-limits-with-the-kubernetes-api.md",
            "seen": "2026-10-08"
          },
          {
            "what": "changelog",
            "url": "https://docs.coreweave.com/release-notes/changelog.md",
            "seen": "2026-10-08"
          },
          {
            "what": "status page",
            "url": "https://status.coreweave.com/",
            "seen": "2026-10-08"
          },
          {
            "what": "status feed",
            "url": "https://status.coreweave.com/pages/5e126e998f2f032e1f8f0f4b/rss",
            "seen": "2026-10-08"
          },
          {
            "what": "trust centre",
            "url": "https://trust.coreweave.com/",
            "seen": "2026-10-08"
          },
          {
            "what": "security.txt (404)",
            "url": "https://www.coreweave.com/.well-known/security.txt",
            "seen": "2026-10-08"
          },
          {
            "what": "Terraform provider repository",
            "url": "https://github.com/coreweave/terraform-provider-coreweave",
            "seen": "2026-10-08"
          },
          {
            "what": "official MCP registry search (no result)",
            "url": "https://registry.modelcontextprotocol.io/v0/servers?search=coreweave",
            "seen": "2026-10-08"
          },
          {
            "what": "domain registration",
            "url": "https://rdap.verisign.com/com/v1/domain/coreweave.com",
            "seen": "2026-10-08"
          }
        ],
        "openQuestions": [
          "unchecked: status history before 25 September 2026. The Status.io history page is drawn by script and the feed keeps ten items, so the 90-day record is scored on two weeks.",
          "unchecked: the raw OpenAPI .yaml files named in llms.txt redirected to a docs login, so the specs were read as embedded in the reference pages.",
          "unchecked: whether the Terraform provider's CI passes on the default branch.",
          "unchecked: id.coreweave.com/signup is drawn by script. The docs say the sales team approves each organisation, and we couldn't see whether that page opens an infrastructure account without approval.",
          "unchecked: the trust centre's documents sit behind an access request, so the certifications are badges we read, not reports.",
          "No request rate limits, billing increment for on-demand nodes or bug bounty were found in the reviewed documentation.",
          "The lead lists Serverless Inference as part of this product. It is a Forge service at api.inference.wandb.ai with its own key and plans, so it is noted here and not graded."
        ]
      },
      "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"
    },
    "notable": [
      "The CKS API at https://api.coreweave.com/v1beta1/cks/clusters lists, creates, updates and deletes clusters over REST or gRPC with a Bearer API access token. GPU nodes are then added by applying a NodePool resource to the cluster (https://docs.coreweave.com/products/cks/reference/cks-api, https://docs.coreweave.com/products/cks/reference/node-pool)",
      "A new organisation is approved by the CoreWeave sales team, which emails an activation link to its creator. Initial sign-up is by email only (https://docs.coreweave.com/security/authn-authz/activate-org)",
      "Mission Control MCP is a hosted server at https://mc.coreweave.com/mcp with 38 documented tools, 36 read-only for metrics, logs, dashboards, docs, billing, clusters and nodes, and 2 write tools that CoreWeave enables per organisation (https://docs.coreweave.com/observability/mission-control-mcp/reference/tools)",
      "Pricing is per instance-hour. HGX H100 with 8 GPUs is $49.24 on demand and $19.71 spot, HGX B200 $68.80 and $34.11, HGX H200 $50.44 and $20.93. The CKS control plane, egress and VPC are free (https://www.coreweave.com/pricing)",
      "The Terms of Service, last modified 30 June 2022, set a service level objective of 99.9 per cent for instances in multiple regions and 99 per cent in one region, with credits capped at 50 per cent of the month's bill, and say the terms may be amended without notice (https://docs.coreweave.com/policies/terms-of-service)",
      "Serverless Inference is a Forge product at https://api.inference.wandb.ai/v1 with OpenAI-compatible chat completions and a Forge API key, separate from the infrastructure token (https://docs.coreweave.com/products/inference/serverless/api-reference)",
      "The status page runs on Status.io with components per data centre. Its feed shows a console outage on 6 October 2026, a US-CENTRAL-09A networking incident on 5 October and reduced object storage IOPS on 26 September (https://status.coreweave.com/pages/5e126e998f2f032e1f8f0f4b/rss)",
      "The trust centre shows badges for SOC 2 Type II, ISO 27001, ISO 27017 and ISO 27018, and three sub-processors are named with 30 days' notice of additions (https://trust.coreweave.com/, https://docs.coreweave.com/policies/terms-of-service/sub-processors)"
    ],
    "area": "models",
    "details": [
      {
        "label": "Free tier",
        "value": "None found. Trials run through the sales-led ARENA programme"
      },
      {
        "label": "Access",
        "value": "Sales approves the organisation, then tokens are created in the Cloud Console"
      },
      {
        "label": "GPUs",
        "value": "GB300 and GB200 NVL72, HGX B300, B200, H200 and H100, A100, L40S, L40, GH200 and RTX PRO 6000 Blackwell, mostly as 8-GPU nodes. Vera Rubin NVL72 in limited availability from 30 September 2026"
      },
      {
        "label": "Scale to zero",
        "value": "Node Pools take `targetNodes`, `minNodes` and `maxNodes` with an optional autoscaler. Nodes bill while they exist"
      },
      {
        "label": "Billing basis",
        "value": "Per instance-hour, monthly in arrears. Invoices under $20,000 are charged to the card on file"
      },
      {
        "label": "Rate limits",
        "value": "No request rate limits found. The gateway caps Kubernetes API requests at about 50 KB of URL and headers and 100 MB of body"
      },
      {
        "label": "APIs",
        "value": "CKS (v1beta1), VPC, Object Storage, Dedicated Inference (v1alpha1), Capacity Finder, Telemetry Relay and FOCUS usage export at api.coreweave.com, REST and gRPC, with generated clients on the Buf Schema Registry"
      },
      {
        "label": "MCP",
        "value": "Mission Control at https://mc.coreweave.com/mcp, streamable HTTP, 38 documented tools, 2 of them write tools enabled per organisation"
      },
      {
        "label": "Service level",
        "value": "Objective of 99.9 per cent across multiple regions and 99 per cent in one, with credits of up to 50 per cent of the month's bill"
      },
      {
        "label": "Regions",
        "value": "Seven super regions (US-EAST, US-CENTRAL, US-WEST, CA-EAST, EU-NORTH, EU-SOUTH, EU-WEST)"
      }
    ],
    "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,
      "checks": [
        {
          "check": "Legal entity named",
          "value": "CoreWeave, Inc.",
          "points": 20,
          "max": 20,
          "state": "ok"
        },
        {
          "check": "Domain age",
          "value": "coreweave.com, registered 2019-04-01 (7 years)",
          "points": 11,
          "max": 15,
          "state": "part"
        },
        {
          "check": "Endpoint on the vendor's domain",
          "value": "api.coreweave.com",
          "points": 15,
          "max": 15,
          "state": "ok"
        },
        {
          "check": "Terms of service",
          "value": "read, states 6 of the 7 things a reader expects, and has 1 clause that costs points",
          "points": 7.1,
          "max": 10,
          "state": "part"
        },
        {
          "check": "Privacy policy",
          "value": "read, states 8 of the 8 things a reader expects",
          "points": 10,
          "max": 10,
          "state": "ok"
        },
        {
          "check": "Status page",
          "value": "status.coreweave.com",
          "points": 10,
          "max": 10,
          "state": "ok"
        },
        {
          "check": "Changelog",
          "value": "published",
          "points": 10,
          "max": 10,
          "state": "ok"
        },
        {
          "check": "security.txt",
          "value": "not found",
          "points": 0,
          "max": 10,
          "state": "no"
        }
      ],
      "policies": [
        {
          "kind": "terms",
          "url": "https://docs.coreweave.com/policies/terms-of-service",
          "state": "read",
          "readAt": "2026-10-08",
          "statedDate": "2022-06-30",
          "words": 4526,
          "points": 7.1,
          "max": 10,
          "expected": [
            {
              "key": "terms.date",
              "label": "Gives the date it was last updated",
              "found": true,
              "quote": "Last modified: June 30, 2022",
              "says": "Last updated 2022-06-30"
            },
            {
              "key": "terms.law",
              "label": "Names the governing law or courts",
              "found": true,
              "quote": "The TOS and any dispute related thereto is governed by the laws of the State of New York without regard to conflict of law principles.",
              "says": "The law of the State of New York"
            },
            {
              "key": "terms.liability",
              "label": "States a limit on its liability",
              "found": true,
              "quote": "EXCEPT AS PROHIBITED BY LAW, IF THERE IS LIABILITY FOUND ON THE PART OF COMPANY, IT WILL BE LIMITED TO THE AMOUNT PAID FOR THE PRODUCTS AND/OR SERVICES DURING THE PRECEDING 12 MONTHS, AND UNDER NO CIRCUMSTANCES WILL THERE BE CONSEQUENTIAL OR PUNITIVE DAMAGES.",
              "says": "Capped at the fees paid in the 12 months before the claim"
            },
            {
              "key": "terms.termination",
              "label": "Says how the agreement or account can be ended",
              "found": true,
              "quote": "If any amount of your Fees are past due, we may suspend your API access after we provide you written notice of late payment."
            },
            {
              "key": "terms.changes",
              "label": "Says how changes to the terms are announced",
              "found": false
            },
            {
              "key": "terms.use",
              "label": "Lists what users may not do",
              "found": true,
              "quote": "Customer shall not (directly or indirectly): (i) decipher, decompile, disassemble, reverse engineer or otherwise attempt to derive any source code or underlying ideas or algorithms of any part of the CoreWeave Cloud Platform (including without limitation any application), except to the limited extent applicable laws s…"
            },
            {
              "key": "terms.sla",
              "label": "Refers to a service level or uptime commitment",
              "found": true,
              "quote": "CoreWeave AI Object Storage - this Service Level Agreement solely governs service levels for such service, and not the SLO in the below Terms of Service."
            }
          ],
          "toKnow": [
            {
              "key": "terms.nonotice",
              "label": "Says the terms or the service can change without notice",
              "found": true,
              "quote": "The TOS for the CoreWeave Cloud Platform as a Covered Service may be amended and/or modified from time to time by CoreWeave, without notice to Customer.",
              "costsPoints": true
            },
            {
              "key": "old",
              "label": "Has not been updated for three years or more",
              "found": true,
              "quote": "Last modified: June 30, 2022"
            }
          ],
          "notes": [
            {
              "date": "2026-10-08",
              "text": "The customer grants CoreWeave permission to use its name, logos and trademarks in promotional and marketing materials.",
              "quote": "Customer grants CoreWeave permission to include Customer’s name, logos, and trademarks in its promotional and marketing materials and communications."
            },
            {
              "date": "2026-10-08",
              "text": "After a term ends or an account closes, CoreWeave deletes Customer Data on the customer's instruction after a recovery period of up to 30 days and within at most 180 days.",
              "quote": "CoreWeave will, after a recovery period of up to thirty (30) days following such expiry, comply with this instruction as soon as reasonably practicable and within a maximum period of one hundred eighty (180) days."
            },
            {
              "date": "2026-10-08",
              "text": "All on-demand compute usage fees are subject to change.",
              "quote": "All on-demand compute usage fees are subject to change."
            }
          ]
        },
        {
          "kind": "privacy",
          "url": "https://docs.coreweave.com/policies/terms-of-service/privacy-policy",
          "state": "read",
          "readAt": "2026-10-08",
          "statedDate": "2026-02-24",
          "words": 3940,
          "points": 10,
          "max": 10,
          "expected": [
            {
              "key": "privacy.date",
              "label": "Gives the date it was last updated",
              "found": true,
              "quote": "Last updated on February 24, 2026",
              "says": "Last updated 2026-02-24"
            },
            {
              "key": "privacy.collected",
              "label": "Says what personal data is collected",
              "found": true,
              "quote": "We collect information you provide directly to us when you, for example:"
            },
            {
              "key": "privacy.retention",
              "label": "Says how long data is kept",
              "found": true,
              "quote": "We retain personal data only for as long as necessary to fulfill the purposes described in this Privacy Policy, unless a longer retention period is required or permitted by law.",
              "says": "For as long as needed, with no period named"
            },
            {
              "key": "privacy.processors",
              "label": "Says who else receives the data",
              "found": true,
              "quote": "It does not apply to the extent CoreWeave processes personal data solely as a processor or service provider on behalf of its customers."
            },
            {
              "key": "privacy.sale",
              "label": "Says whether personal data is sold or shared for advertising",
              "found": true,
              "quote": "You may click the “Do Not Sell or Share My Personal Information” link in the website footer to adjust your targeting cookie preferences.",
              "says": "Says it does not sell personal data"
            },
            {
              "key": "privacy.rights",
              "label": "Says what rights people have over their data",
              "found": true,
              "quote": "Contractual necessity (GDPR, Article 6(1)(b) GDPR), such as providing Services pursuant to a purchase order or Terms of Service;"
            },
            {
              "key": "privacy.contact",
              "label": "Gives a privacy contact",
              "found": true,
              "quote": "If you have any questions about this Privacy Policy or our privacy practices or CoreWeave’s collection, use, and disclosure practices, please contact us at privacy@coreweave.com.",
              "says": "privacy@coreweave.com"
            },
            {
              "key": "privacy.transfers",
              "label": "Says where data is transferred or stored",
              "found": true,
              "quote": "Where required, we use appropriate safeguards, such as Standard Contractual Clauses.",
              "says": "Relies on standard contractual clauses"
            }
          ],
          "toKnow": [
            {
              "key": "privacy.sells",
              "label": "Says it sells personal data or shares it for advertising",
              "found": true,
              "quote": "We may share personal data with affiliated companies for cross-context behavioral advertising, which means targeted advertising based on your activity across different websites, applications, or services over time."
            }
          ],
          "notes": [
            {
              "date": "2026-10-08",
              "text": "CoreWeave collects content customers submit through the Services, including inputs and outputs from service tools, and lists developing and improving products among the purposes.",
              "quote": "We collect the content you submit through the Services and our Sites, including messages, posts, comments, support communications, customer-facing Slack interactions, and inputs and outputs from service tools and offerings."
            },
            {
              "date": "2026-10-08",
              "text": "CoreWeave may use artificial intelligence and machine learning when processing data to operate, maintain, improve and develop its Services.",
              "quote": "CoreWeave may use technologies such as artificial intelligence (AI) and machine learning (ML) when processing your data to operate, maintain, improve, and develop our Services."
            }
          ]
        }
      ]
    },
    "pageJsonUrl": "https://www.anchorterminal.com/tools/coreweave.json",
    "live": {
      "slug": "coreweave",
      "probe": {
        "target": "https://api.coreweave.com",
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        "lastStatus": 404,
        "lastMs": 146,
        "authRequired": false,
        "uptime24h": 100,
        "uptime30d": 100,
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        "p95ms24h": 256,
        "samples24h": 19,
        "samples30d": 19,
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      },
      "vendorStatus": {
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}
