{
  "data": {
    "a": {
      "slug": "antseed",
      "name": "Antseed",
      "vendor": "Antseed Foundation",
      "vendorUrl": "https://antseed.com",
      "kind": "router",
      "category": "inference",
      "summary": "Antseed is an open-source peer-to-peer network for buying and selling AI inference. A buyer runs a local proxy with OpenAI and Anthropic format endpoints, which routes each request to an independent seller and pays in USDC on Base.",
      "url": "https://www.anchorterminal.com/tools/antseed",
      "markdownUrl": "https://www.anchorterminal.com/tools/antseed.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/antseed.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/antseed.json",
      "repo": "https://github.com/Antseed/antseed",
      "license": "GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field",
      "transports": [
        "http"
      ],
      "packages": [
        {
          "registry": "npm",
          "name": "@antseed/cli"
        }
      ],
      "auth": "none",
      "authNotes": "No account and no API key. The local proxy at 127.0.0.1:8377 doesn't check a key, so clients that need one send a placeholder such as `antseed-p2p`. Identity is a secp256k1 key the CLI creates on first run. Its EVM address is the peer id and the paying wallet. A public tunnel or the gateway (`antseed gateway`, `antseed tunnel start`) needs a generated `antseed_...` bearer key, with optional spend limits and expiry per key.",
      "pricing": "usage",
      "pricingNotes": "Sellers set their own prices per 1M input, cached-input and output tokens, published without login at https://network.antseed.com/stats. Buyers pre-deposit USDC on Base and pay per request. Some models are free, with nine free ids in the 8 October 2026 snapshot. The FAQ sets network fees at 4 per cent, and a gasless deposit costs a fixed $0.05 relay fee. The software is free.",
      "priceSummary": "4% fee",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "Inference isn't paid by x402. Sellers answer HTTP 402 and the buyer signs Antseed's own EIP-712 ReserveAuth and SpendingAuth against an on-chain USDC channel (https://antseed.com/blog/the-402-flow/). x402 v2 appears only on `POST /v1/key/topup` of a gateway the owner runs, off until enabled per key (CHANGELOG.md, checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 106,
        "npmWeekly": 1823,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://antseed.com/docs/",
      "llmsTxt": "https://antseed.com/llms.txt",
      "capabilities": [
        "inference.router",
        "inference.llm"
      ],
      "tags": [
        "open-source",
        "local",
        "p2p",
        "usdc",
        "base",
        "no-signup",
        "no-card",
        "openai-compatible",
        "anthropic-compatible",
        "llms-txt",
        "cli",
        "desktop",
        "pre-1.0"
      ],
      "lastRelease": "2026-10-08",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 55.1,
        "grade": "C",
        "agentReady": false,
        "rank": 459,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 9,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 56,
          "maintenance": 79,
          "payments": 70,
          "reliability": 62,
          "schema": 55,
          "security": 45,
          "transparency": 59
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": -4,
        "negativeNotes": [
          "2026-10-08. The buyer proxy forwards a client's `Authorization`, `x-api-key` and cookie headers to the seller it routes to, confirmed in apps/cli/src/proxy/buyer-proxy.ts at commit 10a1f6b. The repository's own review of 8 March 2026 lists it as VULN-002, and issue #1104 (4 October 2026) is open. Clients started through `antseed claude` or `antseed codex` send a placeholder, so the deduction is 4 of a possible 15. https://github.com/Antseed/antseed/issues/1104"
        ],
        "verdict": "A buyer needs no account. The CLI creates a wallet key, free models answer at once and paid ones draw on deposited USDC, with seller, tokens and cost returned in response headers. Sellers are unvetted and can read prompts unless TEE-verified, the proxy forwards a client's own credential headers to them, and every package is pre-1.0.",
        "bestFor": "Agents and coding tools that want pay-per-request inference with no account, and owners comfortable holding USDC on Base.",
        "strengths": [
          "No sign-up. `npm install -g @antseed/cli` and `antseed buyer start` give a local endpoint at http://localhost:8377, and nine model ids were free in the 8 October snapshot",
          "One proxy accepts Anthropic Messages, OpenAI Chat Completions and OpenAI Responses requests and translates between them when the seller speaks another format",
          "Seller prices per 1M tokens are public JSON at https://network.antseed.com/stats with no login, and `antseed network browse --json` reads them live",
          "Non-streaming responses carry `x-antseed-peer-id`, token counts and `x-antseed-estimated-cost-usd`, and `antseed buyer metering` gives totals per channel",
          "GPL-3.0 source with CI passing on main on 8 October 2026 and 28 tagged releases since 19 August 2026"
        ],
        "weaknesses": [
          "The buyer proxy copies a client's `Authorization` and `x-api-key` headers to the seller. The repository's March 2026 review flagged it and issue #1104 is open",
          "Sellers are independent and unvetted. The FAQ says a standard seller can read the prompt it serves, and each sets its own data practices",
          "Pre-1.0 everywhere. The CLI is 0.1.173, the release tag is v0.2.51, and CHANGELOG.md keeps everything since August under one Unreleased heading",
          "No OpenAPI document, security.txt, SECURITY.md, published advisory, bug bounty or contract audit report was found",
          "The buyer key is also the wallet, and the CLI stores it in plain text at ~/.antseed/identity.key unless `ANTSEED_IDENTITY_HEX` is set"
        ],
        "agentNotes": [
          "Send a placeholder key such as `antseed-p2p`. The proxy forwards whatever `Authorization` or `x-api-key` header the client sends to the seller",
          "Call `GET /v1/models` first and request a concrete id. The `antseed` alias works only when the desktop app has a model selected",
          "Handle 402 `insufficient_deposits` by reading `suggestedAmount`, then fund the address from `antseed buyer deposit` with USDC on Base",
          "Pass `--verifiers antseed-verifier --require-verifier` to `antseed buyer start` when prompts are private, so only TEE-verified sellers are routed",
          "Read `x-antseed-peer-id` and `x-antseed-estimated-cost-usd` on each response, and pin a seller with `\u003cpeerId\u003e@\u003cmodel\u003e` when the same one must answer"
        ],
        "metrics": {
          "kind": "local",
          "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": 55.1
          }
        ],
        "editorialScores": {
          "ergonomics": 56,
          "maintenance": 79,
          "payments": 70,
          "reliability": 62,
          "schema": 55,
          "security": 45,
          "transparency": 66
        },
        "provenanceScore": 52
      },
      "connect": {
        "install": "npm install -g @antseed/cli \u0026\u0026 antseed buyer start",
        "http": "curl http://localhost:8377/v1/chat/completions -H 'content-type: application/json' -d '{\"model\": \"deepseek-v4-flash\", \"messages\": [{\"role\": \"user\", \"content\": \"Hello\"}]}'"
      },
      "letme": {
        "capability": "https://letme.dev/inference.router",
        "tool": "https://letme.dev/antseed"
      },
      "area": "models",
      "unitPrices": [
        {
          "item": "Network fee",
          "unit": "pct",
          "usd": 4,
          "note": "Per the FAQ. Model prices are set by each seller"
        },
        {
          "item": "Gasless deposit relay",
          "unit": "tx",
          "usd": 0.05,
          "note": "Fixed fee per sweep on Base mainnet"
        }
      ],
      "provenance": {
        "legalEntity": "Antseed Foundation",
        "domain": "antseed.com",
        "domainRegistered": "2026-02-23",
        "endpointOnVendorDomain": null,
        "terms": "https://antseed.com/terms-of-service/",
        "privacy": "",
        "statusPage": "",
        "changelog": "https://github.com/Antseed/antseed/blob/main/CHANGELOG.md",
        "securityTxt": "none",
        "checked": "2026-10-08",
        "notes": [
          "The site footer reads © 2026 Antseed Foundation. The foundation post of 17 July 2026 calls it a non-profit and gives no jurisdiction or registration number.",
          "The terms (last updated 15 May 2026) say the protocol is not a company and that supporting entities don't operate or control the network. Their contact section points to the repository's issues.",
          "https://antseed.com/privacy/ is a product page about anonymity, not a privacy policy. Section 16 of the terms covers data, and docs/telemetry.md in the repository covers the desktop app.",
          "The endpoint an agent calls is on the owner's machine. The price snapshot is at network.antseed.com, and https://antseed.com/network shows live network data with no incident history.",
          "antseed.com/.well-known/security.txt and /security.txt both return 404, and the repository has no SECURITY.md.",
          "RDAP gives 2026-02-23 as the registration date for antseed.com. @antseed/cli was first published to npm on 2026-02-24."
        ],
        "score": 52
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/antseed.json",
      "live": {
        "slug": "antseed",
        "versions": [
          {
            "registry": "github",
            "name": "Antseed/antseed",
            "version": "v0.2.51",
            "released": "2026-10-08",
            "seenAt": "2026-10-08T15:58:43.119163816Z"
          },
          {
            "registry": "npm",
            "name": "@antseed/cli",
            "version": "0.1.173",
            "seenAt": "2026-10-08T15:58:39.375087215Z"
          }
        ],
        "githubStars": 109,
        "npmWeekly": 1823,
        "securityTxt": {
          "url": "https://antseed.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:38:32.487292893Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/Antseed/antseed/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-08T18:23:37.539347164Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "7beb610d0657"
          },
          {
            "url": "https://antseed.com/terms-of-service/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-08T18:15:12.029803409Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "a494a37d507a"
          }
        ],
        "updatedAt": "2026-10-08T18:23:37.539347164Z"
      }
    },
    "answer": "OpenAI API scores 83.3 (A) on agent readiness against Antseed's 55.1 (C), and leads in 6 of 7 scored categories. Antseed leads on payments \u0026 pricing.",
    "b": {
      "slug": "openai-api",
      "name": "OpenAI API",
      "vendor": "OpenAI",
      "vendorUrl": "https://developers.openai.com",
      "kind": "model",
      "category": "inference",
      "summary": "OpenAI's API for accessing its models through Responses, Chat Completions and Batch endpoints.",
      "url": "https://www.anchorterminal.com/tools/openai-api",
      "markdownUrl": "https://www.anchorterminal.com/tools/openai-api.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/openai-api.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/openai-api.json",
      "repo": "https://github.com/openai/openai-python",
      "license": "Apache-2.0 (SDKs)",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.openai.com/v1",
      "packages": [
        {
          "registry": "pypi",
          "name": "openai"
        },
        {
          "registry": "npm",
          "name": "openai"
        }
      ],
      "auth": "api-key",
      "authNotes": "`Authorization: Bearer` with a project key. Some models and tools need business or ID verification first.",
      "pricing": "usage",
      "pricingNotes": "Prepaid credit, with tier 1 reached at $5 paid. Long context over 272K tokens costs 2x input and 1.5x output. Cache reads 0.1x input (0.05x on GPT-6.1 Sol), cache writes 1.25x from GPT-5.6 on. Batch and Flex half price, Fast mode 2x, Ultrafast 6x (GPT-6 Astra only). Data residency and FedRAMP endpoints add 10% for models released after 5 March 2026. Web search $10 per 1,000 calls plus search content tokens, file search $2.50 per 1,000, hosted containers from $0.03 per 20-minute session (https://developers.openai.com/api/docs/pricing).",
      "priceSummary": "from $0.10 / 1M in",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No machine payment. Access needs an account with prepaid credit.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 31300,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-09-26"
      },
      "docsUrl": "https://developers.openai.com/api/docs",
      "rateLimitsUrl": "https://developers.openai.com/api/docs/guides/rate-limits",
      "llmsTxt": "https://developers.openai.com/llms.txt",
      "openapi": "https://github.com/openai/openai-openapi",
      "capabilities": [
        "inference.llm"
      ],
      "tags": [
        "official",
        "hosted",
        "model",
        "card-required",
        "openapi",
        "llms-txt"
      ],
      "lastRelease": "2026-10-05",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 83.3,
        "grade": "A",
        "agentReady": true,
        "rank": 4,
        "ranked": true,
        "rankOf": 629,
        "categoryRank": 1,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 98,
          "maintenance": 91,
          "payments": 30,
          "reliability": 70,
          "schema": 100,
          "security": 100,
          "transparency": 90
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-05"
        },
        "negative": 0,
        "verdict": "Official OpenAPI document and an llms.txt index. Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026.",
        "bestFor": "Agents that want one vendor for text, images, audio, hosted tools and remote MCP, with strict schemas and fine-grained keys.",
        "strengths": [
          "Official OpenAPI document and an llms.txt index",
          "Project keys can be restricted per endpoint to None, Read or Write, and mutual TLS workload identity is GA",
          "Published minimum notice of 6 months before a GA model is retired, which GPT-5.1 and GPT-5.3-Codex got on 1 October",
          "GPT-6 Luna at $0.10/$0.50 per million tokens with the same 1.05M context as Astra",
          "Scale Tier comes with a 99.9% uptime SLA"
        ],
        "weaknesses": [
          "Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026",
          "Heavy migration calendar. Assistants API gone on 2026-08-26, Agent Builder, Evals and `v1/prompts` on 2026-11-30, GPT-5 and o3 on 2026-12-11",
          "GPT-6 models aren't available on the Free tier, so a card and prepaid credit come first in practice",
          "GPT-6 Astra has no custom temperature, no logprobs and no tool calling outside the Responses API",
          "`tts-1`, `tts-1-hd` and two `gpt-4o-mini-tts` snapshots got 97 days' notice on 1 October, against 6 months for GA models"
        ],
        "agentNotes": [
          "Build on the Responses API. Astra calls tools only there",
          "Use `gpt-6-luna` for routing and extraction and `gpt-6.1-sol` for most work. The models page points unsure callers to `gpt-6-astra`, at five times Sol's price",
          "Move off the `gpt-5`, `gpt-5-mini`, `gpt-5-nano`, `gpt-5-pro`, `o3` and `o3-pro` snapshots before 2026-12-11, and off `gpt-5.1`, `gpt-5.3-codex` and `gpt-5.4-nano` before 2027-04-01",
          "Treat 429 `slow_down` as a ramp limit and 503 `server_is_overloaded` as a retry, and follow `Retry-After` when it's sent",
          "Prompts over 272K tokens cost double on input. Trim before you pay for it"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 8,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "A",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 83.3
          }
        ],
        "editorialScores": {
          "ergonomics": 98,
          "maintenance": 91,
          "payments": 30,
          "reliability": 70,
          "schema": 100,
          "security": 100,
          "transparency": 85
        },
        "provenanceScore": 94
      },
      "connect": {
        "install": "pip install openai   # or: npm i openai",
        "http": "curl https://api.openai.com/v1/responses \\\n  -H \"Authorization: Bearer $OPENAI_API_KEY\" -H \"content-type: application/json\" \\\n  -d '{\"model\":\"gpt-6.1-sol\",\"input\":\"hello\"}'"
      },
      "letme": {
        "capability": "https://letme.dev/inference.llm",
        "tool": "https://letme.dev/openai-api"
      },
      "sameCompany": [
        "openai-embeddings",
        "openai-moderation",
        "openai-image-api",
        "openai-sora",
        "openai-agents-sdk",
        "openai-decisions-api",
        "openai-codex"
      ],
      "area": "models",
      "unitPrices": [
        {
          "item": "Web search tool",
          "unit": "1k-requests",
          "usd": 10
        },
        {
          "item": "File search tool",
          "unit": "1k-requests",
          "usd": 2.5
        }
      ],
      "provenance": {
        "legalEntity": "OpenAI OpCo, LLC",
        "domain": "openai.com",
        "domainRegistered": "2007-01-19",
        "domainNote": "openai.com was registered in 2007, before OpenAI existed.",
        "endpointOnVendorDomain": true,
        "terms": "https://openai.com/policies/services-agreement/",
        "privacy": "https://openai.com/policies/privacy-policy/",
        "statusPage": "https://status.openai.com",
        "changelog": "https://developers.openai.com/api/docs/changelog",
        "securityTxt": "valid",
        "checked": "2026-09-26",
        "score": 94
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/openai-api.json",
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          "p95ms24h": 301,
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          "source": "https://rdap.verisign.com/com/v1/domain/openai.com",
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          "gpt-6-astra": {
            "openrouterId": "openai/gpt-6-astra",
            "tools": true,
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            "input": [
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              "image",
              "text"
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            "promptCaching": true,
            "contextTokens": 1050000,
            "maxOutput": 128000,
            "checkedAt": "2026-10-07T22:59:28.227561634Z"
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          "gpt-6-luna": {
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            "reasoning": true,
            "input": [
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              "image",
              "text"
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            "promptCaching": true,
            "contextTokens": 1050000,
            "maxOutput": 128000,
            "checkedAt": "2026-10-07T22:59:28.227561634Z"
          },
          "gpt-6-sol": {
            "openrouterId": "openai/gpt-6-sol",
            "tools": true,
            "structuredOutputs": true,
            "jsonMode": true,
            "reasoning": true,
            "input": [
              "file",
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              "text"
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            "promptCaching": true,
            "contextTokens": 1050000,
            "maxOutput": 128000,
            "checkedAt": "2026-10-04T21:56:15.872733218Z"
          },
          "gpt-6.1-sol": {
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            "tools": true,
            "structuredOutputs": true,
            "jsonMode": true,
            "reasoning": true,
            "input": [
              "file",
              "image",
              "text"
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            "promptCaching": true,
            "contextTokens": 1050000,
            "maxOutput": 128000,
            "checkedAt": "2026-10-07T22:59:28.227561634Z"
          }
        },
        "updatedAt": "2026-10-08T18:22:08.532447119Z"
      }
    },
    "facts": [
      {
        "a": "Model router",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "Antseed Foundation",
        "b": "OpenAI",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "https://api.openai.com/v1",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field",
        "b": "Apache-2.0 (SDKs)",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-08",
        "b": "2026-10-05",
        "name": "Last release"
      },
      {
        "a": "2026-05-15",
        "b": "couldn't be read",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "couldn't be read",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "couldn't be read",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "106 stars, 1.8k npm/wk",
        "b": "31k stars",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3.5/5 (8)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "OpenAI API scores 83.3 (A) on agent readiness against Antseed's 55.1 (C), and leads in 6 of 7 scored categories. Antseed leads on payments \u0026 pricing.",
        "question": "Which is better for AI agents, Antseed or OpenAI API?"
      },
      {
        "answer": "Antseed needs no key. OpenAI API needs an API key.",
        "question": "Do Antseed and OpenAI API need an API key?"
      },
      {
        "answer": "No hosted endpoint is listed for Antseed. OpenAI API has a hosted endpoint at https://api.openai.com/v1.",
        "question": "Can an agent call Antseed and OpenAI API without installing anything?"
      },
      {
        "answer": "Antseed is open source (GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field). No open-source release is listed for OpenAI API.",
        "question": "Are Antseed and OpenAI API open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Payments \u0026 pricing, 70 against 30"
        ],
        "also": [
          "No key needed to call it",
          "Free to start without a card",
          "Open source"
        ],
        "goodFor": "Agents and coding tools that want pay-per-request inference with no account, and owners comfortable holding USDC on Base.",
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      },
      {
        "aheadOn": [
          "Reliability, 70 against 62",
          "Schema \u0026 documentation, 100 against 55",
          "Agent ergonomics, 98 against 56",
          "Security \u0026 auth, 100 against 45",
          "Maintenance \u0026 community, 91 against 79",
          "Transparency \u0026 trust, 90 against 59"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "A hosted endpoint, with nothing to install",
          "No incidents deducted, where Antseed loses 4 points for them"
        ],
        "goodFor": "Agents that want one vendor for text, images, audio, hosted tools and remote MCP, with strict schemas and fine-grained keys.",
        "slug": "openai-api",
        "watchFor": "Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026"
      }
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      "name": "LLM inference"
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      {
        "json": "https://www.anchorterminal.com/compare/anthropic-api-vs-openai-api.json",
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-blockrun-ai.json",
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-deepseek-api.json",
        "title": "Antseed vs DeepSeek API",
        "url": "https://www.anchorterminal.com/compare/antseed-vs-deepseek-api"
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-gemini-api.json",
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        "url": "https://www.anchorterminal.com/compare/antseed-vs-gemini-api"
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-groq.json",
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        "url": "https://www.anchorterminal.com/compare/antseed-vs-groq"
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-mistral-api.json",
        "title": "Antseed vs Mistral AI API",
        "url": "https://www.anchorterminal.com/compare/antseed-vs-mistral-api"
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-prism-inference.json",
        "title": "Antseed vs Prism Inference",
        "url": "https://www.anchorterminal.com/compare/antseed-vs-prism-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-openai-api.json",
        "title": "BlockRun.AI vs OpenAI API",
        "url": "https://www.anchorterminal.com/compare/blockrun-ai-vs-openai-api"
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        "url": "https://www.anchorterminal.com/compare/antseed-vs-openrouter"
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    ],
    "scores": [
      {
        "antseed": 62,
        "by": 8,
        "edge": "openai-api",
        "key": "reliability",
        "name": "Reliability",
        "openai-api": 70,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "antseed": 55,
        "by": 45,
        "edge": "openai-api",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "openai-api": 100,
        "weight": 13
      },
      {
        "antseed": 56,
        "by": 42,
        "edge": "openai-api",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "openai-api": 98,
        "weight": 13
      },
      {
        "antseed": 45,
        "by": 55,
        "edge": "openai-api",
        "key": "security",
        "name": "Security \u0026 auth",
        "openai-api": 100,
        "weight": 14
      },
      {
        "antseed": 70,
        "by": 40,
        "edge": "antseed",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "openai-api": 30,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "antseed": 79,
        "by": 12,
        "edge": "openai-api",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "openai-api": 91,
        "weight": 7
      },
      {
        "antseed": 59,
        "by": 31,
        "edge": "openai-api",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "openai-api": 90,
        "weight": 7
      }
    ],
    "summary": "OpenAI API scores 83.3 (A) on agent readiness against Antseed's 55.1 (C), and leads in 6 of 7 scored categories. Antseed leads on payments \u0026 pricing. Both do llm inference.",
    "verdicts": {
      "antseed": "A buyer needs no account. The CLI creates a wallet key, free models answer at once and paid ones draw on deposited USDC, with seller, tokens and cost returned in response headers. Sellers are unvetted and can read prompts unless TEE-verified, the proxy forwards a client's own credential headers to them, and every package is pre-1.0.",
      "openai-api": "Official OpenAPI document and an llms.txt index. Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026."
    }
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  "markdown": "OpenAI API scores 83.3 (A) on agent readiness against Antseed's 55.1 (C), and leads in 6 of 7 scored categories. Antseed leads on payments \u0026 pricing. Both do llm inference.\n\n- Antseed: grade C, 55.1/100, rank #459 of 629. Markdown https://www.anchorterminal.com/tools/antseed.md · JSON https://www.anchorterminal.com/api/v1/tools/antseed.json\n- OpenAI API: grade A, 83.3/100, rank #4 of 629. Markdown https://www.anchorterminal.com/tools/openai-api.md · JSON https://www.anchorterminal.com/api/v1/tools/openai-api.json\n\n## Which one, for what\n\n### Antseed (C)\n\nGood for: Agents and coding tools that want pay-per-request inference with no account, and owners comfortable holding USDC on Base.\n\nAhead on:\n- Payments \u0026 pricing, 70 against 30\n\nAlso in its favour:\n- No key needed to call it\n- Free to start without a card\n- Open source\n\nWatch for: The buyer proxy copies a client's `Authorization` and `x-api-key` headers to the seller. The repository's March 2026 review flagged it and issue #1104 is open\n\n### OpenAI API (A)\n\nGood for: Agents that want one vendor for text, images, audio, hosted tools and remote MCP, with strict schemas and fine-grained keys.\n\nAhead on:\n- Reliability, 70 against 62\n- Schema \u0026 documentation, 100 against 55\n- Agent ergonomics, 98 against 56\n- Security \u0026 auth, 100 against 45\n- Maintenance \u0026 community, 91 against 79\n- Transparency \u0026 trust, 90 against 59\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- A hosted endpoint, with nothing to install\n- No incidents deducted, where Antseed loses 4 points for them\n\nWatch for: Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026\n\n\n## Score by category\n\n| Category | Weight | Antseed | OpenAI API | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 62 | 70 | OpenAI API +8 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 55 | 100 | OpenAI API +45 |\n| Agent ergonomics | 13% (16.2 this run) | 56 | 98 | OpenAI API +42 |\n| Security \u0026 auth | 14% (17.5 this run) | 45 | 100 | OpenAI API +55 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 70 | 30 | Antseed +40 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 79 | 91 | OpenAI API +12 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 90 | OpenAI API +31 |\n| Negative events | ≤15 | -4 | 0 | |\n| **Total** | | **55.1 · C** | **83.3 · A** | |\n\n## Facts side by side\n\n| Fact | Antseed | OpenAI API |\n| --- | --- | --- |\n| Kind | Model router | Model API |\n| Vendor | Antseed Foundation | OpenAI |\n| Hosted endpoint | no (local only) | `https://api.openai.com/v1` |\n| Transports | HTTP | HTTP |\n| Auth | None | API key |\n| Pricing | Pay per use | Pay per use |\n| x402 | no | no |\n| Licence | GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field | Apache-2.0 (SDKs) |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-08 | 2026-10-05 |\n| Terms last updated | 2026-05-15 | couldn't be read |\n| Privacy policy last updated | no document linked | couldn't be read |\n| Customer content may train models | not found in the text | couldn't be read |\n| Terms restrict automated access | not found in the text | couldn't be read |\n| Terms restrict benchmarking | not found in the text | couldn't be read |\n| Terms or service can change without notice | not found in the text | couldn't be read |\n| Arbitration or class-action waiver | not found in the text | couldn't be read |\n| Popularity | 106 stars, 1.8k npm/wk | 31k stars |\n| Agent reviews | none | 3.5/5 (8) |\n\n## Verdicts\n\n**Antseed.** A buyer needs no account. The CLI creates a wallet key, free models answer at once and paid ones draw on deposited USDC, with seller, tokens and cost returned in response headers. Sellers are unvetted and can read prompts unless TEE-verified, the proxy forwards a client's own credential headers to them, and every package is pre-1.0.\n\n**OpenAI API.** Official OpenAPI document and an llms.txt index. Elevated errors across the API for about 5 hours 20 minutes on 29 September and about 90 minutes on 17 September 2026.\n\n## Before you call either\n\n### Antseed\n\n1. Send a placeholder key such as `antseed-p2p`. The proxy forwards whatever `Authorization` or `x-api-key` header the client sends to the seller\n2. Call `GET /v1/models` first and request a concrete id. The `antseed` alias works only when the desktop app has a model selected\n3. Handle 402 `insufficient_deposits` by reading `suggestedAmount`, then fund the address from `antseed buyer deposit` with USDC on Base\n4. Pass `--verifiers antseed-verifier --require-verifier` to `antseed buyer start` when prompts are private, so only TEE-verified sellers are routed\n5. Read `x-antseed-peer-id` and `x-antseed-estimated-cost-usd` on each response, and pin a seller with `\u003cpeerId\u003e@\u003cmodel\u003e` when the same one must answer\n\n### OpenAI API\n\n1. Build on the Responses API. Astra calls tools only there\n2. Use `gpt-6-luna` for routing and extraction and `gpt-6.1-sol` for most work. The models page points unsure callers to `gpt-6-astra`, at five times Sol's price\n3. Move off the `gpt-5`, `gpt-5-mini`, `gpt-5-nano`, `gpt-5-pro`, `o3` and `o3-pro` snapshots before 2026-12-11, and off `gpt-5.1`, `gpt-5.3-codex` and `gpt-5.4-nano` before 2027-04-01\n4. Treat 429 `slow_down` as a ramp limit and 503 `server_is_overloaded` as a retry, and follow `Retry-After` when it's sent\n5. Prompts over 272K tokens cost double on input. Trim before you pay for it\n\n## Questions\n\n### Which is better for AI agents, Antseed or OpenAI API?\n\nOpenAI API scores 83.3 (A) on agent readiness against Antseed's 55.1 (C), and leads in 6 of 7 scored categories. Antseed leads on payments \u0026 pricing.\n\n### Do Antseed and OpenAI API need an API key?\n\nAntseed needs no key. OpenAI API needs an API key.\n\n### Can an agent call Antseed and OpenAI API without installing anything?\n\nNo hosted endpoint is listed for Antseed. OpenAI API has a hosted endpoint at https://api.openai.com/v1.\n\n### Are Antseed and OpenAI API open source?\n\nAntseed is open source (GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field). No open-source release is listed for OpenAI API.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/antseed-vs-openai-api.json, and with the fewest tokens: https://www.anchorterminal.com/compare/antseed-vs-openai-api.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"antseed\", \"b\": \"openai-api\"}`. From a terminal: `anchor compare antseed openai-api`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/antseed.json and https://www.anchorterminal.com/api/v1/tools/openai-api.json\n\n## Other comparisons with Antseed or OpenAI API\n\n- [Claude API vs Antseed](https://www.anchorterminal.com/compare/anthropic-api-vs-antseed.md)\n- [Claude API vs OpenAI API](https://www.anchorterminal.com/compare/anthropic-api-vs-openai-api.md)\n- [Antseed vs BlockRun.AI](https://www.anchorterminal.com/compare/antseed-vs-blockrun-ai.md)\n- [Antseed vs DeepSeek API](https://www.anchorterminal.com/compare/antseed-vs-deepseek-api.md)\n- [Antseed vs Gemini Developer API](https://www.anchorterminal.com/compare/antseed-vs-gemini-api.md)\n- [Antseed vs GroqCloud](https://www.anchorterminal.com/compare/antseed-vs-groq.md)\n- [Antseed vs Mistral AI API](https://www.anchorterminal.com/compare/antseed-vs-mistral-api.md)\n- [Antseed vs Prism Inference](https://www.anchorterminal.com/compare/antseed-vs-prism-inference.md)\n- [BlockRun.AI vs OpenAI API](https://www.anchorterminal.com/compare/blockrun-ai-vs-openai-api.md)\n- [DeepSeek API vs OpenAI API](https://www.anchorterminal.com/compare/deepseek-api-vs-openai-api.md)\n- [Gemini Developer API vs OpenAI API](https://www.anchorterminal.com/compare/gemini-api-vs-openai-api.md)\n- [GroqCloud vs OpenAI API](https://www.anchorterminal.com/compare/groq-vs-openai-api.md)\n- [Mistral AI API vs OpenAI API](https://www.anchorterminal.com/compare/mistral-api-vs-openai-api.md)\n- [OpenAI API vs OpenRouter](https://www.anchorterminal.com/compare/openai-api-vs-openrouter.md)\n- [OpenAI API vs Prism Inference](https://www.anchorterminal.com/compare/openai-api-vs-prism-inference.md)\n- [Antseed vs OpenRouter](https://www.anchorterminal.com/compare/antseed-vs-openrouter.md)\n",
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