{
  "data": {
    "a": {
      "slug": "crusoe-cloud",
      "name": "Crusoe Cloud",
      "vendor": "Crusoe",
      "vendorUrl": "https://www.crusoe.ai",
      "kind": "http-api",
      "category": "gpu-compute",
      "summary": "Crusoe Cloud rents NVIDIA and AMD GPU virtual machines with managed Kubernetes and Slurm, and runs hosted model inference, dedicated deployments and LoRA fine-tuning. Resources are managed through a REST API, a CLI, a Terraform provider and a Go client.",
      "url": "https://www.anchorterminal.com/tools/crusoe-cloud",
      "markdownUrl": "https://www.anchorterminal.com/tools/crusoe-cloud.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/crusoe-cloud.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/crusoe-cloud.json",
      "repo": "https://github.com/crusoecloud/client-go",
      "license": "Proprietary service under the Crusoe Cloud Platform Terms of Service. The Go client and the MCP server package are MIT. The CLI ships as binaries, and no licence file was found in the Terraform provider repository",
      "transports": [
        "http",
        "stdio"
      ],
      "remoteUrl": "https://api.cloud.crusoe.ai/v1",
      "packages": [
        {
          "registry": "go",
          "name": "github.com/crusoecloud/client-go"
        },
        {
          "registry": "npm",
          "name": "@crusoeai/cloud-mcp"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve. A person signs up in the console with Google, GitHub or an email code, then creates an access key ID and secret key under Security, with an optional alias and expiry. Each request carries `X-Crusoe-Timestamp` and `Authorization: Bearer 1.0:\u003caccess_key_id\u003e:\u003csignature\u003e`, where the signature is an HMAC-SHA256 of the path, sorted query string, verb and timestamp. Keys inherit the roles of the user who made them (`org-admin`, `org-editor`, `org-reader`, `project-editor`, `project-reader`). Managed AI uses separate Intelligence API keys sent as a Bearer token. Service accounts appear in the API description and the Terraform provider 1.6.0, with no docs page found.",
      "pricing": "usage",
      "pricingNotes": "Pay as you go, billed per second for on-demand VMs. Per GPU-hour, H200 $4.29, H100 $3.90, MI300X $3.45, A100 $2.00 to $2.30 and L40S $1.50. GB200, B200, MI355X and all spot prices are contact sales. Compute needs a non-prepaid credit card. $5 of introductory credits cover Serverless Inference and Fine-Tuning without a card. Ingress and egress are free (https://www.crusoe.ai/cloud/pricing).",
      "priceSummary": "$0.04 / vCPU-hr",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the API description or the pricing page (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": 41,
      "popularity": {
        "githubStars": null,
        "npmWeekly": 7,
        "pypiWeekly": null,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://docs.crusoecloud.com/",
      "llmsTxt": "https://docs.crusoecloud.com/llms.txt",
      "openapi": "https://api.crusoecloud.com/v1/openapi.json",
      "capabilities": [
        "compute.gpu",
        "compute.containers",
        "compute.batch",
        "compute.endpoints"
      ],
      "tags": [
        "hosted",
        "usage-priced",
        "openapi",
        "llms-txt",
        "mcp",
        "cli",
        "terraform",
        "go",
        "status-page",
        "soc2",
        "enterprise"
      ],
      "lastRelease": "2026-10-08",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 63.4,
        "grade": "B",
        "agentReady": false,
        "rank": 396,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 6,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 45,
          "maintenance": 76,
          "payments": 30,
          "reliability": 66,
          "schema": 79,
          "security": 74,
          "transparency": 77
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-09"
        },
        "negative": 0,
        "verdict": "The v1 REST API has a published OpenAPI description, Markdown docs, HMAC-signed keys, reader roles and a 90-day audit log, with on-demand GPU prices public. No idempotency keys or control-plane rate limits were found, spot and B200 prices go through sales, and a storage outage in eu-norway1 lasted about four hours on 29 September 2026.",
        "bestFor": "Teams that want whole GPU machines or clusters with managed Kubernetes or Slurm in the US, Iceland or Norway, under an SLA, and are content to manage lifecycles themselves.",
        "strengths": [
          "Requests are signed with HMAC-SHA256 over the path, query, verb and timestamp, so the secret key never travels with a request.",
          "The API description is published for `/v1` and `/v1alpha5`, with 1,231 examples, and the docs serve `llms.txt` and a Markdown twin of each page.",
          "On-demand prices are public and billed per second. H100 is $3.90 and H200 $4.29 a GPU-hour, with no charge for ingress or egress.",
          "Organisation and project roles include read-only `org-reader` and `project-reader`, and the audit log keeps 90 days of control-plane actions readable through the API.",
          "The Terms of Service promise 90 days' notice before a service is discontinued or a customer-facing API changes in a backwards-incompatible way."
        ],
        "weaknesses": [
          "No idempotency key or safe-retry guidance was found for create and delete calls, which return asynchronous operations to poll.",
          "No request rate limits were found for the infrastructure API. Numbers are published only for Serverless Inference.",
          "Spot prices and on-demand prices for GB200, B200 and MI355X are listed as contact sales, and provisioning compute needs a non-prepaid credit card.",
          "The status page shows a critical storage incident in eu-norway1 on 29 September 2026 (about 3 hours 54 minutes) and a 7.5-hour VM and cluster creation fault in us-east2 on 2 September.",
          "The Service Specific Terms let customers publish benchmark results only with Crusoe's written consent, and the Intelligence Foundry terms bar competitive analysis or benchmarking. Recorded as a fact, and it matters before any probe is run."
        ],
        "agentNotes": [
          "Sign every request. Build the payload from path, sorted query string, verb and `X-Crusoe-Timestamp`, HMAC-SHA256 it with the base64url-decoded secret, and send `Authorization: Bearer 1.0:\u003caccess_key_id\u003e:\u003csignature\u003e`.",
          "Use `https://api.cloud.crusoe.ai/v1`. Some docs pages and the MCP server still name `api.crusoecloud.com` and `/v1alpha5`.",
          "Creates, updates and deletes return an operation. Poll the matching operations endpoint for `state`, and list existing resources by name before retrying a create, because no idempotency key was found.",
          "Managed AI uses separate Intelligence API keys and hosts, `api.inference.crusoecloud.com` for OpenAI-compatible calls and `api.intelligence.crusoecloud.com` for files and fine-tuning jobs.",
          "Delete a VM and its disks to stop charges. A stopped on-demand VM is not billed for compute, but its 128 GB OS disk still bills at $0.08 a GiB-month."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 63.4
          }
        ],
        "editorialScores": {
          "ergonomics": 45,
          "maintenance": 76,
          "payments": 30,
          "reliability": 66,
          "schema": 79,
          "security": 74,
          "transparency": 64
        },
        "provenanceScore": 90
      },
      "connect": {
        "install": "brew install crusoecloud/cli/crusoe",
        "http": "curl https://api.cloud.crusoe.ai/v1/capacities -H \"X-Crusoe-Timestamp: \u003cRFC3339 timestamp\u003e\" -H \"Authorization: Bearer \u003cversion:access_key_id:base64_encoded_signature\u003e\"",
        "claudeCode": "claude mcp add crusoe-cloud -- npx -y @crusoeai/cloud-mcp",
        "config": {
          "mcpServers": {
            "crusoe-cloud": {
              "args": [
                "-y",
                "@crusoeai/cloud-mcp"
              ],
              "command": "npx"
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/compute.gpu",
        "tool": "https://letme.dev/crusoe-cloud"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "NVIDIA H100 80 GB HGX, on demand",
          "unit": "gpu-hour",
          "usd": 3.9,
          "note": "Billed per second while running. Spot is contact sales"
        },
        {
          "item": "NVIDIA H200 141 GB HGX, on demand",
          "unit": "gpu-hour",
          "usd": 4.29
        },
        {
          "item": "NVIDIA A100 80 GB SXM, on demand",
          "unit": "gpu-hour",
          "usd": 2.3
        },
        {
          "item": "NVIDIA A100 80 GB PCIe, on demand",
          "unit": "gpu-hour",
          "usd": 2
        },
        {
          "item": "NVIDIA L40S 48 GB, on demand",
          "unit": "gpu-hour",
          "usd": 1.5
        },
        {
          "item": "AMD MI300X 192 GB, on demand",
          "unit": "gpu-hour",
          "usd": 3.45
        },
        {
          "item": "NVIDIA H100, Self-Serve Deployment",
          "unit": "gpu-hour",
          "usd": 5.5,
          "note": "Dedicated inference endpoint, billed until deleted. H200 $6.00, B200 $9.65, MI355X $7.40"
        },
        {
          "item": "General-purpose CPU instance",
          "unit": "vcpu-hour",
          "usd": 0.04,
          "note": "Storage-optimised $0.09"
        },
        {
          "item": "Persistent disk",
          "unit": "gb-month",
          "usd": 0.08,
          "note": "Per GiB. Shared disks $0.07, Object Storage $0.06"
        }
      ],
      "provenance": {
        "legalEntity": "Crusoe Technologies LLC",
        "domain": "crusoe.ai",
        "domainRegistered": "2019-01-28",
        "endpointOnVendorDomain": true,
        "terms": "https://legal.crusoe.ai/#terms-of-service",
        "privacy": "https://legal.crusoe.ai/#cloud-privacy-policy",
        "statusPage": "https://status.crusoecloud.com",
        "changelog": "https://docs.crusoecloud.com/updates",
        "securityTxt": "valid",
        "checked": "2026-10-09",
        "notes": [
          "The Crusoe Cloud Platform Terms of Service, version 1.10, effective 10 August 2026, are a contract with Crusoe Technologies LLC and its affiliates. Ten earlier versions are kept on the same page.",
          "legal.crusoe.ai is one page that holds every legal document and its earlier versions, reached by anchor. The terms and privacy links point at the anchors for the platform terms and the Crusoe Cloud Platform Privacy Notice, not at the separate website terms and website privacy notice.",
          "The Crusoe Cloud Platform Privacy Notice, version 1.3, effective 12 March 2026, covers Service Data only. Customer Data falls under the Data Processing and Security Terms, version 1.3, effective 14 July 2026.",
          "The API reference gives `https://api.cloud.crusoe.ai/v1`, under the vendor domain. Other docs pages and the MCP server name `api.crusoecloud.com`, and Managed AI answers at `api.inference.crusoecloud.com` and `api.intelligence.crusoecloud.com`. crusoecloud.com was registered on 14 April 2020 per RDAP and redirects to www.crusoe.ai.",
          "security.txt at www.crusoe.ai gives security@crusoe.ai and expires on 1 March 2027. It has no Policy field.",
          "RDAP for crusoe.ai gives a registration date of 2019-01-28. The website footer reads Crusoe, Inc, and the licence files in the CLI and Go client repositories name Crusoe Energy Systems LLC."
        ],
        "score": 90
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/crusoe-cloud.json",
      "live": {
        "slug": "crusoe-cloud",
        "probe": {
          "target": "https://api.cloud.crusoe.ai/v1",
          "method": "get",
          "lastAt": "2026-10-10T02:54:52.165543604Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 167,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 192,
          "p95ms24h": 307,
          "samples24h": 115,
          "samples30d": 115,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 85,
              "ok": 85
            },
            {
              "date": "2026-10-10",
              "probes": 30,
              "ok": 30
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.crusoecloud.com",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-10T02:50:11.079422169Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@crusoeai/cloud-mcp",
            "version": "0.1.6",
            "seenAt": "2026-10-09T16:48:11.482960233Z"
          }
        ],
        "githubStars": 4,
        "npmWeekly": 7,
        "pages": [
          {
            "url": "https://docs.crusoecloud.com/updates",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-09T18:37:05.621891732Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "49f564f8d6cc"
          },
          {
            "url": "https://www.crusoe.ai/cloud/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:49:22.174984932Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "c8964d1b8c97"
          },
          {
            "url": "https://legal.crusoe.ai/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-09T18:41:07.513334155Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "60dd879bf821"
          }
        ],
        "updatedAt": "2026-10-10T02:54:52.165543604Z"
      }
    },
    "answer": "Crusoe Cloud and Vast.ai score within a point of each other on agent readiness, 63.4 (B) and 62.6 (B). Vast.ai leads on agent ergonomics and maintenance \u0026 community.",
    "b": {
      "slug": "vast-ai",
      "name": "Vast.ai",
      "vendor": "Vast.ai Inc.",
      "vendorUrl": "https://vast.ai",
      "kind": "http-api",
      "category": "gpu-compute",
      "summary": "Vast.ai is a marketplace for renting GPUs by the second from independent hosts and data centres, as Docker instances, virtual machines or autoscaling serverless endpoints. Agents use the `vastai` CLI, a Python SDK or a REST API.",
      "url": "https://www.anchorterminal.com/tools/vast-ai",
      "markdownUrl": "https://www.anchorterminal.com/tools/vast-ai.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/vast-ai.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/vast-ai.json",
      "repo": "https://github.com/vast-ai/vast-cli",
      "license": "Proprietary service under Vast.ai's Terms of Use Agreement. The `vastai` CLI and Python SDK on GitHub are MIT",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://console.vast.ai/api/v0",
      "packages": [
        {
          "registry": "pypi",
          "name": "vastai"
        }
      ],
      "auth": "api-key",
      "authNotes": "API key from the console's Keys page, sent as `Authorization: Bearer` to https://console.vast.ai/api/v0, or stored once with `vastai set api-key`. Access is self-serve after a browser signup and email verification. A key has full account access by default. Scoped keys take any of 11 permission categories (`instance_read`, `instance_write`, `billing_write` and others) and constraints that narrow an endpoint to resource IDs. Keys are shown once, and can be reset or deleted with immediate effect. The rate-limit page names an `api_key` query parameter as part of a caller's identity, while the authentication page documents only the header.",
      "pricing": "usage",
      "pricingNotes": "Prepaid credit with a $5 minimum deposit and no free tier or trial found. Each host sets its own rate per listing, so there is no fixed price list. Live rates are public at vast.ai/pricing and through `vastai search offers`. GPU time bills per second while an instance runs, storage per second while it exists (stopped included) and bandwidth per byte. Interruptible rentals are bid-priced and reserved rentals are prepaid for 1, 3 or 6 months. Serverless adds no fee on top of instance rates. Spent credit is not refunded (https://docs.vast.ai/guides/reference/billing.md, https://docs.vast.ai/guides/instances/pricing.md, checked 2026-10-08).",
      "priceSummary": "Pay per use",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, llms.txt, the agent pricing page or the OpenAPI file (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 223,
        "npmWeekly": null,
        "pypiWeekly": 32699,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.vast.ai",
      "llmsTxt": "https://docs.vast.ai/llms.txt",
      "openapi": "https://docs.vast.ai/api-reference/openapi.json",
      "capabilities": [
        "compute.gpu",
        "compute.containers",
        "compute.serverless",
        "compute.endpoints"
      ],
      "tags": [
        "hosted",
        "marketplace",
        "usage-priced",
        "prepaid",
        "api-key",
        "scoped-keys",
        "openapi",
        "llms-txt",
        "python",
        "cli",
        "agent-skill",
        "serverless",
        "spot",
        "status-page",
        "soc2"
      ],
      "lastRelease": "2026-10-02",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 62.6,
        "grade": "B",
        "agentReady": false,
        "rank": 425,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 7,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 57,
          "maintenance": 81,
          "payments": 20,
          "reliability": 65,
          "schema": 78,
          "security": 72,
          "transparency": 62
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": 0,
        "verdict": "API keys can be limited by permission category and by resource ID, the REST API has a public OpenAPI 3.1 file, and the CLI ships weekly with a skill file for coding agents. Machines belong to independent hosts, prices move with the market, rate-limit thresholds are unpublished, and there is no SLA or free tier.",
        "bestFor": "Cost-sensitive training, batch work and self-managed inference where the agent can search listings, set a price cap and tolerate host variance or interruption.",
        "strengths": [
          "API keys take 11 permission categories and per-endpoint constraints on resource IDs, and can be reset or deleted at once",
          "Public OpenAPI 3.1 file with 89 operations, llms.txt and Markdown docs pages",
          "MIT CLI and Python SDK, v1.8.3 on 2 October 2026, with 12 tagged releases since 27 July 2026",
          "Per-second billing, with serverless workers charged at the same rates as rented instances",
          "Vulnerability disclosure policy with safe harbour and triage within 5 business days, and an account audit log from the CLI"
        ],
        "weaknesses": [
          "No SLA. The terms say availability is not guaranteed and the service can change without notice",
          "Rate-limit thresholds are unpublished and 429 responses carry no `Retry-After` header",
          "No free tier. Credit is prepaid with a $5 minimum deposit after a browser signup and email verification",
          "Hosts are independent. The security FAQ says individual hosts may have less formal security than Secure Cloud data centres",
          "The terms of 1 September 2026 prohibit scripts and automated access to the services without a separate written agreement, which conflicts with the public API"
        ],
        "agentNotes": [
          "Create a scoped key with `vastai create api-key --permissions` for the agent. A default key has full account access, billing and key management included",
          "Pass `--raw` on every CLI command for JSON output, and `-y` on `vastai destroy instance`, which otherwise waits for a confirmation prompt",
          "Register an SSH key with `vastai create ssh-key` before creating an instance, or the host is unreachable",
          "Destroy instances when finished. A stopped instance still bills storage, and a zero balance without a saved card leads to deletion",
          "Back off on HTTP 429 yourself when calling REST directly. The CLI retries 429 three times from 0.15 seconds",
          "Filter searches with `verified=true` or the Secure Cloud option for sensitive data, and set a `dph_total` price cap"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 62.6
          }
        ],
        "editorialScores": {
          "ergonomics": 57,
          "maintenance": 81,
          "payments": 20,
          "reliability": 65,
          "schema": 78,
          "security": 72,
          "transparency": 45
        },
        "provenanceScore": 79
      },
      "connect": {
        "install": "pip install vastai",
        "http": "curl -s -H \"Authorization: Bearer $VAST_API_KEY\" \\\n  \"https://console.vast.ai/api/v0/users/current/\"",
        "claudeCode": "/plugin marketplace add vast-ai/vast-claude-plugin\n/plugin install vastai"
      },
      "letme": {
        "capability": "https://letme.dev/compute.gpu",
        "tool": "https://letme.dev/vast-ai"
      },
      "area": "models",
      "provenance": {
        "legalEntity": "Vast.ai Inc.",
        "domain": "vast.ai",
        "domainRegistered": "2017-12-16",
        "endpointOnVendorDomain": true,
        "terms": "https://vast.ai/terms",
        "privacy": "https://vast.ai/privacy",
        "statusPage": "https://status.vast.ai",
        "changelog": "https://github.com/vast-ai/vast-cli/releases",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The Terms of Use Agreement, version date 1 September 2026, names Vast.ai Inc. and its affiliates, covers the website and the rental service, and is governed by California law with JAMS arbitration in the Los Angeles area.",
          "The privacy policy, version date 18 June 2025, names Vast.ai Inc. and a Privacy Officer at contact@vast.ai. It is written for users of the website and contains an unfilled `[INSERT HYPERLINK]` placeholder.",
          "A Data Processing Agreement at vast.ai/data-processing-agreement forms part of the terms, with standard contractual clauses and five named sub-processors (Stripe, Google, Meta, Twitter, Microsoft).",
          "The REST API answers at console.vast.ai and serverless routing at run.vast.ai, both on the vendor's domain. Rented machines belong to independent hosts.",
          "vast.ai/.well-known/security.txt returns 404. A vulnerability disclosure policy dated 23 July 2025 at vast.ai/vulnerability-disclosure-policy sends reports to security@vast.ai.",
          "No API changelog was found in the docs index. The changelog link is the CLI and SDK repository's release list, which has no CHANGELOG file.",
          "RDAP for vast.ai gives a registration date of 2017-12-16."
        ],
        "score": 79
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/vast-ai.json",
      "live": {
        "slug": "vast-ai",
        "probe": {
          "target": "https://console.vast.ai/api/v0",
          "method": "get",
          "lastAt": "2026-10-10T02:55:14.609997628Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 345,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 340,
          "p95ms24h": 415,
          "samples24h": 249,
          "samples30d": 350,
          "days": [
            {
              "date": "2026-10-08",
              "probes": 70,
              "ok": 70
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 30,
              "ok": 30
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.vast.ai",
          "indicator": "unknown",
          "summary": "no machine-readable status found",
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        "question": "Which is better for AI agents, Crusoe Cloud or Vast.ai?"
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        "question": "Do Crusoe Cloud and Vast.ai need an API key?"
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        "question": "Can an agent call Crusoe Cloud and Vast.ai without installing anything?"
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        "json": "https://www.anchorterminal.com/compare/cerebrium-vs-vast-ai.json",
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        "json": "https://www.anchorterminal.com/compare/coreweave-vs-vast-ai.json",
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        "by": 1,
        "crusoe-cloud": 66,
        "edge": "crusoe-cloud",
        "key": "reliability",
        "name": "Reliability",
        "vast-ai": 65,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 1,
        "crusoe-cloud": 79,
        "edge": "crusoe-cloud",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "vast-ai": 78,
        "weight": 13
      },
      {
        "by": 12,
        "crusoe-cloud": 45,
        "edge": "vast-ai",
        "key": "ergonomics",
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        "vast-ai": 57,
        "weight": 13
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      {
        "by": 2,
        "crusoe-cloud": 74,
        "edge": "crusoe-cloud",
        "key": "security",
        "name": "Security \u0026 auth",
        "vast-ai": 72,
        "weight": 14
      },
      {
        "by": 10,
        "crusoe-cloud": 30,
        "edge": "crusoe-cloud",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "vast-ai": 20,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 5,
        "crusoe-cloud": 76,
        "edge": "vast-ai",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "vast-ai": 81,
        "weight": 7
      },
      {
        "by": 15,
        "crusoe-cloud": 77,
        "edge": "crusoe-cloud",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "vast-ai": 62,
        "weight": 7
      }
    ],
    "summary": "Crusoe Cloud and Vast.ai score within a point of each other on agent readiness, 63.4 (B) and 62.6 (B). Vast.ai leads on agent ergonomics and maintenance \u0026 community. Both do gpu compute.",
    "verdicts": {
      "crusoe-cloud": "The v1 REST API has a published OpenAPI description, Markdown docs, HMAC-signed keys, reader roles and a 90-day audit log, with on-demand GPU prices public. No idempotency keys or control-plane rate limits were found, spot and B200 prices go through sales, and a storage outage in eu-norway1 lasted about four hours on 29 September 2026.",
      "vast-ai": "API keys can be limited by permission category and by resource ID, the REST API has a public OpenAPI 3.1 file, and the CLI ships weekly with a skill file for coding agents. Machines belong to independent hosts, prices move with the market, rate-limit thresholds are unpublished, and there is no SLA or free tier."
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  "markdown": "Crusoe Cloud and Vast.ai score within a point of each other on agent readiness, 63.4 (B) and 62.6 (B). Vast.ai leads on agent ergonomics and maintenance \u0026 community. Both do gpu compute.\n\n- Crusoe Cloud: grade B, 63.4/100, rank #396 of 950. Markdown https://www.anchorterminal.com/tools/crusoe-cloud.md · JSON https://www.anchorterminal.com/api/v1/tools/crusoe-cloud.json\n- Vast.ai: grade B, 62.6/100, rank #425 of 950. Markdown https://www.anchorterminal.com/tools/vast-ai.md · JSON https://www.anchorterminal.com/api/v1/tools/vast-ai.json\n- Best GPU and serverless compute for AI workloads: https://www.anchorterminal.com/best/gpu-compute/index.md\n- All 167 gpu compute comparisons: https://www.anchorterminal.com/compare/gpu-compute/index.md\n\n## Which one, for what\n\n### Crusoe Cloud (B)\n\nGood for: Teams that want whole GPU machines or clusters with managed Kubernetes or Slurm in the US, Iceland or Norway, under an SLA, and are content to manage lifecycles themselves.\n\nAhead on:\n- Payments \u0026 pricing, 30 against 20\n- Transparency \u0026 trust, 77 against 62\n\nAlso in its favour:\n- Runs on your own machine\n\nWatch for: No idempotency key or safe-retry guidance was found for create and delete calls, which return asynchronous operations to poll.\n\n### Vast.ai (B)\n\nGood for: Cost-sensitive training, batch work and self-managed inference where the agent can search listings, set a price cap and tolerate host variance or interruption.\n\nAhead on:\n- Agent ergonomics, 57 against 45\n- Maintenance \u0026 community, 81 against 76\n\nWatch for: No SLA. The terms say availability is not guaranteed and the service can change without notice\n\n\n## Score by category\n\n| Category | Weight | Crusoe Cloud | Vast.ai | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 66 | 65 | Crusoe Cloud +1 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 79 | 78 | Crusoe Cloud +1 |\n| Agent ergonomics | 13% (16.2 this run) | 45 | 57 | Vast.ai +12 |\n| Security \u0026 auth | 14% (17.5 this run) | 74 | 72 | Crusoe Cloud +2 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 30 | 20 | Crusoe Cloud +10 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 76 | 81 | Vast.ai +5 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 77 | 62 | Crusoe Cloud +15 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **63.4 · B** | **62.6 · B** | |\n\n## Facts side by side\n\n| Fact | Crusoe Cloud | Vast.ai |\n| --- | --- | --- |\n| Kind | HTTP API | HTTP API |\n| Vendor | Crusoe | Vast.ai Inc. |\n| Hosted endpoint | `https://api.cloud.crusoe.ai/v1` | `https://console.vast.ai/api/v0` |\n| Transports | HTTP, stdio | HTTP |\n| Auth | API key | API key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | Proprietary service under the Crusoe Cloud Platform Terms of Service. The Go client and the MCP server package are MIT. The CLI ships as binaries, and no licence file was found in the Terraform provider repository | Proprietary service under Vast.ai's Terms of Use Agreement. The `vastai` CLI and Python SDK on GitHub are MIT |\n| Tools exposed | 41 | none |\n| Read-only variant documented | yes | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-08 | 2026-10-02 |\n| Terms last updated | couldn't be read | 2026-09-01 |\n| Privacy policy last updated | couldn't be read | 2025-06-18 |\n| Customer content may train models | couldn't be read | not found in the text |\n| Terms restrict automated access | couldn't be read | yes |\n| Terms restrict benchmarking | couldn't be read | yes |\n| Terms or service can change without notice | couldn't be read | yes |\n| Arbitration or class-action waiver | couldn't be read | yes |\n| Popularity | 7 npm/wk | 223 stars, 33k PyPI/wk |\n\n## Verdicts\n\n**Crusoe Cloud.** The v1 REST API has a published OpenAPI description, Markdown docs, HMAC-signed keys, reader roles and a 90-day audit log, with on-demand GPU prices public. No idempotency keys or control-plane rate limits were found, spot and B200 prices go through sales, and a storage outage in eu-norway1 lasted about four hours on 29 September 2026.\n\n**Vast.ai.** API keys can be limited by permission category and by resource ID, the REST API has a public OpenAPI 3.1 file, and the CLI ships weekly with a skill file for coding agents. Machines belong to independent hosts, prices move with the market, rate-limit thresholds are unpublished, and there is no SLA or free tier.\n\n## Before you call either\n\n### Crusoe Cloud\n\n1. Sign every request. Build the payload from path, sorted query string, verb and `X-Crusoe-Timestamp`, HMAC-SHA256 it with the base64url-decoded secret, and send `Authorization: Bearer 1.0:\u003caccess_key_id\u003e:\u003csignature\u003e`.\n2. Use `https://api.cloud.crusoe.ai/v1`. Some docs pages and the MCP server still name `api.crusoecloud.com` and `/v1alpha5`.\n3. Creates, updates and deletes return an operation. Poll the matching operations endpoint for `state`, and list existing resources by name before retrying a create, because no idempotency key was found.\n4. Managed AI uses separate Intelligence API keys and hosts, `api.inference.crusoecloud.com` for OpenAI-compatible calls and `api.intelligence.crusoecloud.com` for files and fine-tuning jobs.\n5. Delete a VM and its disks to stop charges. A stopped on-demand VM is not billed for compute, but its 128 GB OS disk still bills at $0.08 a GiB-month.\n\n### Vast.ai\n\n1. Create a scoped key with `vastai create api-key --permissions` for the agent. A default key has full account access, billing and key management included\n2. Pass `--raw` on every CLI command for JSON output, and `-y` on `vastai destroy instance`, which otherwise waits for a confirmation prompt\n3. Register an SSH key with `vastai create ssh-key` before creating an instance, or the host is unreachable\n4. Destroy instances when finished. A stopped instance still bills storage, and a zero balance without a saved card leads to deletion\n5. Back off on HTTP 429 yourself when calling REST directly. The CLI retries 429 three times from 0.15 seconds\n6. Filter searches with `verified=true` or the Secure Cloud option for sensitive data, and set a `dph_total` price cap\n\n## Questions\n\n### Which is better for AI agents, Crusoe Cloud or Vast.ai?\n\nCrusoe Cloud and Vast.ai score within a point of each other on agent readiness, 63.4 (B) and 62.6 (B). Vast.ai leads on agent ergonomics and maintenance \u0026 community.\n\n### Do Crusoe Cloud and Vast.ai need an API key?\n\nBoth need an API key.\n\n### Can an agent call Crusoe Cloud and Vast.ai without installing anything?\n\nYes. Crusoe Cloud has a hosted endpoint at https://api.cloud.crusoe.ai/v1 and Vast.ai at https://console.vast.ai/api/v0.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/crusoe-cloud-vs-vast-ai.json, and with the fewest tokens: https://www.anchorterminal.com/compare/crusoe-cloud-vs-vast-ai.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"crusoe-cloud\", \"b\": \"vast-ai\"}`. From a terminal: `anchor compare crusoe-cloud vast-ai`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/crusoe-cloud.json and https://www.anchorterminal.com/api/v1/tools/vast-ai.json\n\n## Other comparisons with Crusoe Cloud or Vast.ai\n\n- [Baseten vs Crusoe Cloud](https://www.anchorterminal.com/compare/baseten-vs-crusoe-cloud.md)\n- [Baseten vs Vast.ai](https://www.anchorterminal.com/compare/baseten-vs-vast-ai.md)\n- [Beam vs Crusoe Cloud](https://www.anchorterminal.com/compare/beam-vs-crusoe-cloud.md)\n- [Beam vs Vast.ai](https://www.anchorterminal.com/compare/beam-vs-vast-ai.md)\n- [Cerebrium vs Crusoe Cloud](https://www.anchorterminal.com/compare/cerebrium-vs-crusoe-cloud.md)\n- [Cerebrium vs Vast.ai](https://www.anchorterminal.com/compare/cerebrium-vs-vast-ai.md)\n- [CoreWeave vs Crusoe Cloud](https://www.anchorterminal.com/compare/coreweave-vs-crusoe-cloud.md)\n- [CoreWeave vs Vast.ai](https://www.anchorterminal.com/compare/coreweave-vs-vast-ai.md)\n- [Crusoe Cloud vs Hugging Face Inference Endpoints](https://www.anchorterminal.com/compare/crusoe-cloud-vs-hugging-face-inference-endpoints.md)\n- [Crusoe Cloud vs Hyperbolic](https://www.anchorterminal.com/compare/crusoe-cloud-vs-hyperbolic.md)\n- [Crusoe Cloud vs Koyeb](https://www.anchorterminal.com/compare/crusoe-cloud-vs-koyeb.md)\n- [Crusoe Cloud vs Lambda Cloud](https://www.anchorterminal.com/compare/crusoe-cloud-vs-lambda.md)\n- [Crusoe Cloud vs Massed Compute](https://www.anchorterminal.com/compare/crusoe-cloud-vs-massed-compute.md)\n- [Crusoe Cloud vs Modal](https://www.anchorterminal.com/compare/crusoe-cloud-vs-modal.md)\n- [Crusoe Cloud vs Nebius AI Cloud](https://www.anchorterminal.com/compare/crusoe-cloud-vs-nebius-ai-cloud.md)\n- [Crusoe Cloud vs Northflank](https://www.anchorterminal.com/compare/crusoe-cloud-vs-northflank.md)\n- [Crusoe Cloud vs Replicate Deployments](https://www.anchorterminal.com/compare/crusoe-cloud-vs-replicate-deploy.md)\n- [Crusoe Cloud vs Runpod](https://www.anchorterminal.com/compare/crusoe-cloud-vs-runpod.md)\n- [Crusoe Cloud vs Thunder Compute](https://www.anchorterminal.com/compare/crusoe-cloud-vs-thunder-compute.md)\n- [Crusoe Cloud vs Verda](https://www.anchorterminal.com/compare/crusoe-cloud-vs-verda.md)\n- [Hugging Face Inference Endpoints vs Vast.ai](https://www.anchorterminal.com/compare/hugging-face-inference-endpoints-vs-vast-ai.md)\n- [Hyperbolic vs Vast.ai](https://www.anchorterminal.com/compare/hyperbolic-vs-vast-ai.md)\n- [Koyeb vs Vast.ai](https://www.anchorterminal.com/compare/koyeb-vs-vast-ai.md)\n- [Lambda Cloud vs Vast.ai](https://www.anchorterminal.com/compare/lambda-vs-vast-ai.md)\n- [Massed Compute vs Vast.ai](https://www.anchorterminal.com/compare/massed-compute-vs-vast-ai.md)\n- [Modal vs Vast.ai](https://www.anchorterminal.com/compare/modal-vs-vast-ai.md)\n- [Nebius AI Cloud vs Vast.ai](https://www.anchorterminal.com/compare/nebius-ai-cloud-vs-vast-ai.md)\n- [Northflank vs Vast.ai](https://www.anchorterminal.com/compare/northflank-vs-vast-ai.md)\n- [Replicate Deployments vs Vast.ai](https://www.anchorterminal.com/compare/replicate-deploy-vs-vast-ai.md)\n- [Runpod vs Vast.ai](https://www.anchorterminal.com/compare/runpod-vs-vast-ai.md)\n- [Thunder Compute vs Vast.ai](https://www.anchorterminal.com/compare/thunder-compute-vs-vast-ai.md)\n- [Vast.ai vs Verda](https://www.anchorterminal.com/compare/vast-ai-vs-verda.md)\n",
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