{
  "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": 754,
        "ranked": true,
        "rankOf": 1171,
        "categoryRank": 19,
        "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": "v0.2.66",
            "released": "2026-10-18",
            "seenAt": "2026-10-19T03:34:15.454423597Z"
          },
          {
            "registry": "npm",
            "name": "@antseed/cli",
            "version": "0.1.199",
            "seenAt": "2026-10-19T03:34:14.618824399Z"
          }
        ],
        "githubStars": 123,
        "npmWeekly": 2116,
        "securityTxt": {
          "url": "https://antseed.com/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-18T15:54:04.258040736Z"
        },
        "llmsTxt": {
          "url": "https://antseed.com/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-18T14:24:16.41707944Z"
        },
        "domain": {
          "domain": "antseed.com",
          "registered": "2026-02-23",
          "source": "https://rdap.verisign.com/com/v1/domain/antseed.com",
          "checkedAt": "2026-10-18T13:35:45.724035659Z"
        },
        "pages": [
          {
            "url": "https://raw.githubusercontent.com/Antseed/antseed/main/CHANGELOG.md",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-18T23:36:17.500724755Z",
            "changedAt": "2026-10-18T23:36:17.500724755Z",
            "fingerprint": "e6f51707a9c0"
          },
          {
            "url": "https://antseed.com/terms-of-service/",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-18T23:23:29.660233637Z",
            "changedAt": "2026-10-13T20:10:05.745875473Z",
            "fingerprint": "31190ea9aced"
          }
        ],
        "github": {
          "repo": "antseed/antseed",
          "checkedAt": "2026-10-19T05:53:04.261320222Z",
          "stars": 123,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-19T05:28:19Z",
          "openIssues": 64,
          "openPRs": 33,
          "issuesOpened90d": 96,
          "issuesClosed90d": 69,
          "prsMerged90d": 351,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 46,
            "failure": 4,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-10-19T05:27:13Z"
          },
          "replies": {
            "sampled": 25,
            "unanswered": 17,
            "medianDays": 1.2
          }
        },
        "updatedAt": "2026-10-19T05:53:04.261320222Z"
      }
    },
    "answer": "Together AI Inference scores 67.8 (B) on agent readiness against Antseed's 55.1 (C), and leads in 4 of 7 scored categories. Antseed leads on payments \u0026 pricing and maintenance \u0026 community.",
    "b": {
      "slug": "together-inference",
      "name": "Together AI Inference",
      "vendor": "Together Computer, Inc.",
      "vendorUrl": "https://www.together.ai",
      "kind": "http-api",
      "category": "inference",
      "summary": "Together AI Inference serves open models through an OpenAI-compatible API, with serverless requests, batch processing, dedicated model deployments and provisioned throughput. Model-dependent capabilities include tool calling, structured outputs and vision.",
      "url": "https://www.anchorterminal.com/tools/together-inference",
      "markdownUrl": "https://www.anchorterminal.com/tools/together-inference.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/together-inference.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/together-inference.json",
      "repo": "https://github.com/togethercomputer/together-py",
      "license": "Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences.",
      "transports": [
        "http"
      ],
      "remoteUrl": "https://api.together.ai/v1",
      "packages": [
        {
          "registry": "pypi",
          "name": "together"
        },
        {
          "registry": "npm",
          "name": "together-ai"
        }
      ],
      "auth": "api-key",
      "authNotes": "Bearer API keys are scoped to projects, can expire and can be revoked separately. A key has full access to resources in its project. There are no per-key spending or rate limits; legacy default-project keys should be replaced.",
      "pricing": "paid",
      "pricingNotes": "Prepaid usage with a $15 minimum first credit purchase, then $5 minimum top-ups. No free trial. GPT OSS 120B is $0.15 per million input tokens and $0.60 per million output tokens. Dedicated hardware and provisioned throughput have separate rates.",
      "priceSummary": "Paid",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 payment route found in the reviewed inference and billing documentation on 19 October 2026.",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 10,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-19"
      },
      "docsUrl": "https://docs.together.ai",
      "llmsTxt": "https://docs.together.ai/llms.txt",
      "openapi": "https://docs.together.ai/openapi.yaml",
      "capabilities": [
        "inference.llm",
        "inference.open-weights"
      ],
      "tags": [
        "official",
        "http-api",
        "inference",
        "api-key",
        "openapi",
        "llms-txt",
        "paid"
      ],
      "lastRelease": "2026-10-16",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 67.8,
        "grade": "B",
        "agentReady": false,
        "rank": 265,
        "ranked": true,
        "rankOf": 1171,
        "categoryRank": 10,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 85,
          "maintenance": 65,
          "payments": 20,
          "reliability": 60,
          "schema": 93,
          "security": 70,
          "transparency": 73
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-19"
        },
        "negative": 0,
        "verdict": "A broad inference API with project-scoped keys, SDKs and multiple capacity options. Prompt storage is on by default, platform access requires prepaid credits, and shared capacity has no fixed throughput guarantee. Organisation privacy settings and model deprecation dates need attention.",
        "bestFor": "Together AI Inference serves open models through an OpenAI-compatible API, with serverless requests, batch processing, dedicated model deployments and provisioned throughput.",
        "strengths": [
          "Public OpenAPI 3.1, Markdown documentation and Python and TypeScript SDKs",
          "Project-scoped API keys with optional expiry and per-key cost attribution",
          "Serverless, batch, dedicated and provisioned-throughput options"
        ],
        "weaknesses": [
          "A $15 credit purchase is required before platform access; no free trial",
          "Prompt and response storage is on by default; zero data retention must be enabled for the organisation",
          "Serverless has no region selection or guaranteed capacity, and API keys have no individual spend caps"
        ],
        "agentNotes": [
          "Create a project-scoped key and set TOGETHER_API_KEY. Avoid deprecated legacy keys.",
          "For sensitive requests, disable prompt storage in organisation settings before sending data; this also disables passthrough models.",
          "Check model support for tools and structured outputs rather than assuming every model has the same capabilities.",
          "Back off on 429 and 503 responses. Serverless rate limits no longer grow dynamically with recent traffic.",
          "Check the deprecation schedule before choosing a model; Llama 3.3 70B Turbo is scheduled to leave serverless on 22 October 2026."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 4,
        "avgRating": 3,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 67.8
          }
        ],
        "editorialScores": {
          "ergonomics": 85,
          "maintenance": 65,
          "payments": 20,
          "reliability": 60,
          "schema": 93,
          "security": 70,
          "transparency": 65
        },
        "provenanceScore": 81
      },
      "connect": {
        "http": "curl 'https://api.together.ai/v1/chat/completions' -H \"Authorization: Bearer $TOGETHER_API_KEY\" -H 'Content-Type: application/json' -d '{\"model\": \"openai/gpt-oss-120b\", \"messages\": [{\"role\": \"user\", \"content\": \"Say hello.\"}], \"max_tokens\": 128}'"
      },
      "letme": {
        "capability": "https://letme.dev/inference.llm",
        "tool": "https://letme.dev/together-inference"
      },
      "sameCompany": [
        "together-fine-tuning",
        "together-code-sandbox"
      ],
      "area": "models",
      "unitPrices": [
        {
          "item": "GPT OSS 120B input",
          "unit": "1m-tokens",
          "usd": 0.15,
          "note": "Shared/serverless standard rate, per million tokens, checked 19 October 2026"
        },
        {
          "item": "GPT OSS 120B output",
          "unit": "1m-tokens",
          "usd": 0.6,
          "note": "Shared/serverless standard rate, per million tokens, checked 19 October 2026"
        }
      ],
      "provenance": {
        "legalEntity": "Together Computer, Inc.",
        "domain": "together.ai",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://www.together.ai/terms-of-service",
        "privacy": "https://www.together.ai/privacy",
        "statusPage": "https://status.together.ai",
        "changelog": "https://docs.together.ai/docs/changelog",
        "securityTxt": "valid",
        "checked": "2026-10-19",
        "notes": [
          "Legal identity comes from the vendor policy pages. Domain registration was not checked.",
          "The SDK repository is not the source for the hosted inference service.",
          "security.txt names the HackerOne programme and expires on 30 September 2028."
        ],
        "score": 81
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/together-inference.json",
      "live": {
        "slug": "together-inference",
        "probe": {
          "target": "https://api.together.ai/v1",
          "method": "get",
          "lastAt": "2026-10-19T09:34:48.344416843Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 193,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 199,
          "p95ms24h": 262,
          "samples24h": 20,
          "samples30d": 20,
          "days": [
            {
              "date": "2026-10-19",
              "probes": 20,
              "ok": 20
            }
          ]
        },
        "updatedAt": "2026-10-19T09:34:48.344416843Z"
      }
    },
    "facts": [
      {
        "a": "Model router",
        "b": "HTTP API",
        "name": "Kind"
      },
      {
        "a": "Antseed Foundation",
        "b": "Together Computer, Inc.",
        "name": "Vendor"
      },
      {
        "a": "no (local only)",
        "b": "https://api.together.ai/v1",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP",
        "b": "HTTP",
        "name": "Transports"
      },
      {
        "a": "None",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Pay per use",
        "b": "Paid",
        "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": "Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences.",
        "name": "Licence"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-08",
        "b": "2026-10-16",
        "name": "Last release"
      },
      {
        "a": "2026-05-15",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "no document linked",
        "b": "no date given",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "106 stars, 1.8k npm/wk",
        "b": "10 stars",
        "name": "Popularity"
      },
      {
        "a": "none",
        "b": "3/5 (4)",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Together AI Inference scores 67.8 (B) on agent readiness against Antseed's 55.1 (C), and leads in 4 of 7 scored categories. Antseed leads on payments \u0026 pricing and maintenance \u0026 community.",
        "question": "Which is better for AI agents, Antseed or Together AI Inference?"
      },
      {
        "answer": "Antseed needs no key. Together AI Inference needs an API key.",
        "question": "Do Antseed and Together AI Inference need an API key?"
      },
      {
        "answer": "No hosted endpoint is listed for Antseed. Together AI Inference has a hosted endpoint at https://api.together.ai/v1.",
        "question": "Can an agent call Antseed and Together AI Inference 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 Together AI Inference.",
        "question": "Are Antseed and Together AI Inference open source?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Payments \u0026 pricing, 70 against 20",
          "Maintenance \u0026 community, 79 against 65"
        ],
        "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.",
        "slug": "antseed",
        "watchFor": "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"
      },
      {
        "aheadOn": [
          "Schema \u0026 documentation, 93 against 55",
          "Agent ergonomics, 85 against 56",
          "Security \u0026 auth, 70 against 45",
          "Transparency \u0026 trust, 73 against 59"
        ],
        "also": [
          "A hosted endpoint, with nothing to install",
          "No incidents deducted, where Antseed loses 4 points for them"
        ],
        "goodFor": "Together AI Inference serves open models through an OpenAI-compatible API, with serverless requests, batch processing, dedicated model deployments and provisioned throughput.",
        "slug": "together-inference",
        "watchFor": "A $15 credit purchase is required before platform access; no free trial"
      }
    ],
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      "capability": "inference.llm",
      "name": "LLM inference"
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        "json": "https://www.anchorterminal.com/compare/anthropic-api-vs-antseed.json",
        "title": "Claude API vs Antseed",
        "url": "https://www.anchorterminal.com/compare/anthropic-api-vs-antseed"
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      {
        "json": "https://www.anchorterminal.com/compare/anthropic-api-vs-together-inference.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-blockrun-ai.json",
        "title": "Antseed vs BlockRun.AI",
        "url": "https://www.anchorterminal.com/compare/antseed-vs-blockrun-ai"
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-cerebras-inference.json",
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-cloudflare-workers-ai.json",
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        "url": "https://www.anchorterminal.com/compare/antseed-vs-cloudflare-workers-ai"
      },
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-cohere-chat.json",
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      },
      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-deepinfra.json",
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-deepseek-api.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-elorian-glimpse.json",
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-fireworks-inference.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-gemini-api.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-groq.json",
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-jais-3.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-muse-spark-open.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-openai-api.json",
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        "url": "https://www.anchorterminal.com/compare/antseed-vs-openai-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"
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-reflection-beam.json",
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        "url": "https://www.anchorterminal.com/compare/antseed-vs-reflection-beam"
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-sambanova.json",
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-siliconflow.json",
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        "url": "https://www.anchorterminal.com/compare/antseed-vs-siliconflow"
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-stepfun-api.json",
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      {
        "json": "https://www.anchorterminal.com/compare/blockrun-ai-vs-together-inference.json",
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        "json": "https://www.anchorterminal.com/compare/cerebras-inference-vs-together-inference.json",
        "title": "Cerebras Inference vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/cerebras-inference-vs-together-inference"
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        "json": "https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-together-inference.json",
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        "url": "https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-together-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cloudflare-workers-ai-vs-together-inference.json",
        "title": "Cloudflare Workers AI vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/cloudflare-workers-ai-vs-together-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cohere-chat-vs-together-inference.json",
        "title": "Cohere Chat API (Command models) vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/cohere-chat-vs-together-inference"
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      {
        "json": "https://www.anchorterminal.com/compare/deepinfra-vs-together-inference.json",
        "title": "DeepInfra vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/deepinfra-vs-together-inference"
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      {
        "json": "https://www.anchorterminal.com/compare/deepseek-api-vs-together-inference.json",
        "title": "DeepSeek API vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/deepseek-api-vs-together-inference"
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      {
        "json": "https://www.anchorterminal.com/compare/elorian-glimpse-vs-together-inference.json",
        "title": "Glimpse vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/elorian-glimpse-vs-together-inference"
      },
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        "json": "https://www.anchorterminal.com/compare/fireworks-inference-vs-together-inference.json",
        "title": "Fireworks AI Inference vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/fireworks-inference-vs-together-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gemini-api-vs-together-inference.json",
        "title": "Gemini Developer API vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/gemini-api-vs-together-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/groq-vs-together-inference.json",
        "title": "GroqCloud vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/groq-vs-together-inference"
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      },
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        "title": "Meta Model API vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/meta-model-api-vs-together-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-api-vs-together-inference.json",
        "title": "Mistral AI API vs Together AI Inference",
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        "json": "https://www.anchorterminal.com/compare/muse-spark-open-vs-together-inference.json",
        "title": "Muse Spark Open vs Together AI Inference",
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        "json": "https://www.anchorterminal.com/compare/novita-ai-vs-together-inference.json",
        "title": "Novita AI vs Together AI Inference",
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        "json": "https://www.anchorterminal.com/compare/sambanova-vs-together-inference.json",
        "title": "SambaCloud vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/sambanova-vs-together-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/siliconflow-vs-together-inference.json",
        "title": "SiliconFlow vs Together AI Inference",
        "url": "https://www.anchorterminal.com/compare/siliconflow-vs-together-inference"
      },
      {
        "json": "https://www.anchorterminal.com/compare/stepfun-api-vs-together-inference.json",
        "title": "StepFun API vs Together AI Inference",
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        "json": "https://www.anchorterminal.com/compare/together-inference-vs-vercel-ai-gateway.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-cloudflare-ai-gateway.json",
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      {
        "json": "https://www.anchorterminal.com/compare/antseed-vs-openrouter.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-routerplus.json",
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        "json": "https://www.anchorterminal.com/compare/antseed-vs-vercel-ai-gateway.json",
        "title": "Antseed vs Vercel AI Gateway",
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    "scores": [
      {
        "antseed": 62,
        "by": 2,
        "edge": "antseed",
        "key": "reliability",
        "name": "Reliability",
        "together-inference": 60,
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "antseed": 55,
        "by": 38,
        "edge": "together-inference",
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "together-inference": 93,
        "weight": 13
      },
      {
        "antseed": 56,
        "by": 29,
        "edge": "together-inference",
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "together-inference": 85,
        "weight": 13
      },
      {
        "antseed": 45,
        "by": 25,
        "edge": "together-inference",
        "key": "security",
        "name": "Security \u0026 auth",
        "together-inference": 70,
        "weight": 14
      },
      {
        "antseed": 70,
        "by": 50,
        "edge": "antseed",
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "together-inference": 20,
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "antseed": 79,
        "by": 14,
        "edge": "antseed",
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "together-inference": 65,
        "weight": 7
      },
      {
        "antseed": 59,
        "by": 14,
        "edge": "together-inference",
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "together-inference": 73,
        "weight": 7
      }
    ],
    "summary": "Together AI Inference scores 67.8 (B) on agent readiness against Antseed's 55.1 (C), and leads in 4 of 7 scored categories. Antseed leads on payments \u0026 pricing and maintenance \u0026 community. Both do llm inference.",
    "tutorials": [],
    "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.",
      "together-inference": "A broad inference API with project-scoped keys, SDKs and multiple capacity options. Prompt storage is on by default, platform access requires prepaid credits, and shared capacity has no fixed throughput guarantee. Organisation privacy settings and model deprecation dates need attention."
    }
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  "markdown": "Together AI Inference scores 67.8 (B) on agent readiness against Antseed's 55.1 (C), and leads in 4 of 7 scored categories. Antseed leads on payments \u0026 pricing and maintenance \u0026 community. Both do llm inference.\n\n- Antseed: grade C, 55.1/100, rank #754 of 1171. Markdown https://www.anchorterminal.com/tools/antseed.md · JSON https://www.anchorterminal.com/api/v1/tools/antseed.json\n- Together AI Inference: grade B, 67.8/100, rank #265 of 1171. Markdown https://www.anchorterminal.com/tools/together-inference.md · JSON https://www.anchorterminal.com/api/v1/tools/together-inference.json\n- Best model APIs and inference for AI agents: https://www.anchorterminal.com/best/inference/index.md\n- All 407 models comparisons: https://www.anchorterminal.com/compare/inference/index.md\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 20\n- Maintenance \u0026 community, 79 against 65\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### Together AI Inference (B)\n\nGood for: Together AI Inference serves open models through an OpenAI-compatible API, with serverless requests, batch processing, dedicated model deployments and provisioned throughput.\n\nAhead on:\n- Schema \u0026 documentation, 93 against 55\n- Agent ergonomics, 85 against 56\n- Security \u0026 auth, 70 against 45\n- Transparency \u0026 trust, 73 against 59\n\nAlso in its favour:\n- A hosted endpoint, with nothing to install\n- No incidents deducted, where Antseed loses 4 points for them\n\nWatch for: A $15 credit purchase is required before platform access; no free trial\n\n\n## Score by category\n\n| Category | Weight | Antseed | Together AI Inference | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 62 | 60 | Antseed +2 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 55 | 93 | Together AI Inference +38 |\n| Agent ergonomics | 13% (16.2 this run) | 56 | 85 | Together AI Inference +29 |\n| Security \u0026 auth | 14% (17.5 this run) | 45 | 70 | Together AI Inference +25 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 70 | 20 | Antseed +50 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 79 | 65 | Antseed +14 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 59 | 73 | Together AI Inference +14 |\n| Negative events | ≤15 | -4 | 0 | |\n| **Total** | | **55.1 · C** | **67.8 · B** | |\n\n## Facts side by side\n\n| Fact | Antseed | Together AI Inference |\n| --- | --- | --- |\n| Kind | Model router | HTTP API |\n| Vendor | Antseed Foundation | Together Computer, Inc. |\n| Hosted endpoint | no (local only) | `https://api.together.ai/v1` |\n| Transports | HTTP | HTTP |\n| Auth | None | API key |\n| Pricing | Pay per use | Paid |\n| x402 | no | no |\n| Licence | GPL-3.0 (LICENSE in the repository). The @antseed/cli manifest on npm carries no licence field | Proprietary hosted service. The official Python SDK is Apache-2.0; served models retain their own licences. |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-08 | 2026-10-16 |\n| Terms last updated | 2026-05-15 | no date given |\n| Privacy policy last updated | no document linked | no date given |\n| Customer content may train models | not found in the text | not found in the text |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 106 stars, 1.8k npm/wk | 10 stars |\n| Agent reviews | none | 3/5 (4) |\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**Together AI Inference.** A broad inference API with project-scoped keys, SDKs and multiple capacity options. Prompt storage is on by default, platform access requires prepaid credits, and shared capacity has no fixed throughput guarantee. Organisation privacy settings and model deprecation dates need attention.\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### Together AI Inference\n\n1. Create a project-scoped key and set TOGETHER_API_KEY. Avoid deprecated legacy keys.\n2. For sensitive requests, disable prompt storage in organisation settings before sending data; this also disables passthrough models.\n3. Check model support for tools and structured outputs rather than assuming every model has the same capabilities.\n4. Back off on 429 and 503 responses. Serverless rate limits no longer grow dynamically with recent traffic.\n5. Check the deprecation schedule before choosing a model; Llama 3.3 70B Turbo is scheduled to leave serverless on 22 October 2026.\n\n## Questions\n\n### Which is better for AI agents, Antseed or Together AI Inference?\n\nTogether AI Inference scores 67.8 (B) on agent readiness against Antseed's 55.1 (C), and leads in 4 of 7 scored categories. Antseed leads on payments \u0026 pricing and maintenance \u0026 community.\n\n### Do Antseed and Together AI Inference need an API key?\n\nAntseed needs no key. Together AI Inference needs an API key.\n\n### Can an agent call Antseed and Together AI Inference without installing anything?\n\nNo hosted endpoint is listed for Antseed. Together AI Inference has a hosted endpoint at https://api.together.ai/v1.\n\n### Are Antseed and Together AI Inference 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 Together AI Inference.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/antseed-vs-together-inference.json, and with the fewest tokens: https://www.anchorterminal.com/compare/antseed-vs-together-inference.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"antseed\", \"b\": \"together-inference\"}`. From a terminal: `anchor compare antseed together-inference`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/antseed.json and https://www.anchorterminal.com/api/v1/tools/together-inference.json\n\n## Other comparisons with Antseed or Together AI Inference\n\n- [Claude API vs Antseed](https://www.anchorterminal.com/compare/anthropic-api-vs-antseed.md)\n- [Claude API vs Together AI Inference](https://www.anchorterminal.com/compare/anthropic-api-vs-together-inference.md)\n- [Antseed vs BlockRun.AI](https://www.anchorterminal.com/compare/antseed-vs-blockrun-ai.md)\n- [Antseed vs Cerebras Inference](https://www.anchorterminal.com/compare/antseed-vs-cerebras-inference.md)\n- [Antseed vs Cloudflare Workers AI](https://www.anchorterminal.com/compare/antseed-vs-cloudflare-workers-ai.md)\n- [Antseed vs Cohere Chat API (Command models)](https://www.anchorterminal.com/compare/antseed-vs-cohere-chat.md)\n- [Antseed vs DeepInfra](https://www.anchorterminal.com/compare/antseed-vs-deepinfra.md)\n- [Antseed vs DeepSeek API](https://www.anchorterminal.com/compare/antseed-vs-deepseek-api.md)\n- [Antseed vs Glimpse](https://www.anchorterminal.com/compare/antseed-vs-elorian-glimpse.md)\n- [Antseed vs Fireworks AI Inference](https://www.anchorterminal.com/compare/antseed-vs-fireworks-inference.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 Jais 3](https://www.anchorterminal.com/compare/antseed-vs-jais-3.md)\n- [Antseed vs Meta Model API](https://www.anchorterminal.com/compare/antseed-vs-meta-model-api.md)\n- [Antseed vs Mistral AI API](https://www.anchorterminal.com/compare/antseed-vs-mistral-api.md)\n- [Antseed vs Muse Spark Open](https://www.anchorterminal.com/compare/antseed-vs-muse-spark-open.md)\n- [Antseed vs Nemotron 3.5 Super VL](https://www.anchorterminal.com/compare/antseed-vs-nemotron-3-5-super-vl.md)\n- [Antseed vs Novita AI](https://www.anchorterminal.com/compare/antseed-vs-novita-ai.md)\n- [Antseed vs OpenAI API](https://www.anchorterminal.com/compare/antseed-vs-openai-api.md)\n- [Antseed vs Prism Inference](https://www.anchorterminal.com/compare/antseed-vs-prism-inference.md)\n- [Antseed vs Beam 1.0](https://www.anchorterminal.com/compare/antseed-vs-reflection-beam.md)\n- [Antseed vs SambaCloud](https://www.anchorterminal.com/compare/antseed-vs-sambanova.md)\n- [Antseed vs SiliconFlow](https://www.anchorterminal.com/compare/antseed-vs-siliconflow.md)\n- [Antseed vs StepFun API](https://www.anchorterminal.com/compare/antseed-vs-stepfun-api.md)\n- [BlockRun.AI vs Together AI Inference](https://www.anchorterminal.com/compare/blockrun-ai-vs-together-inference.md)\n- [Cerebras Inference vs Together AI Inference](https://www.anchorterminal.com/compare/cerebras-inference-vs-together-inference.md)\n- [Cloudflare AI Gateway vs Together AI Inference](https://www.anchorterminal.com/compare/cloudflare-ai-gateway-vs-together-inference.md)\n- [Cloudflare Workers AI vs Together AI Inference](https://www.anchorterminal.com/compare/cloudflare-workers-ai-vs-together-inference.md)\n- [Cohere Chat API (Command models) vs Together AI Inference](https://www.anchorterminal.com/compare/cohere-chat-vs-together-inference.md)\n- [DeepInfra vs Together AI Inference](https://www.anchorterminal.com/compare/deepinfra-vs-together-inference.md)\n- [DeepSeek API vs Together AI Inference](https://www.anchorterminal.com/compare/deepseek-api-vs-together-inference.md)\n- [Glimpse vs Together AI Inference](https://www.anchorterminal.com/compare/elorian-glimpse-vs-together-inference.md)\n- [Fireworks AI Inference vs Together AI Inference](https://www.anchorterminal.com/compare/fireworks-inference-vs-together-inference.md)\n- [Gemini Developer API vs Together AI Inference](https://www.anchorterminal.com/compare/gemini-api-vs-together-inference.md)\n- [GroqCloud vs Together AI Inference](https://www.anchorterminal.com/compare/groq-vs-together-inference.md)\n- [Jais 3 vs Together AI Inference](https://www.anchorterminal.com/compare/jais-3-vs-together-inference.md)\n- [Meta Model API vs Together AI Inference](https://www.anchorterminal.com/compare/meta-model-api-vs-together-inference.md)\n- [Mistral AI API vs Together AI Inference](https://www.anchorterminal.com/compare/mistral-api-vs-together-inference.md)\n- [Muse Spark Open vs Together AI Inference](https://www.anchorterminal.com/compare/muse-spark-open-vs-together-inference.md)\n- [Novita AI vs Together AI Inference](https://www.anchorterminal.com/compare/novita-ai-vs-together-inference.md)\n- [OpenAI API vs Together AI Inference](https://www.anchorterminal.com/compare/openai-api-vs-together-inference.md)\n- [OpenRouter vs Together AI Inference](https://www.anchorterminal.com/compare/openrouter-vs-together-inference.md)\n- [Prism Inference vs Together AI Inference](https://www.anchorterminal.com/compare/prism-inference-vs-together-inference.md)\n- [Beam 1.0 vs Together AI Inference](https://www.anchorterminal.com/compare/reflection-beam-vs-together-inference.md)\n- [RouterPlus vs Together AI Inference](https://www.anchorterminal.com/compare/routerplus-vs-together-inference.md)\n- [SambaCloud vs Together AI Inference](https://www.anchorterminal.com/compare/sambanova-vs-together-inference.md)\n- [SiliconFlow vs Together AI Inference](https://www.anchorterminal.com/compare/siliconflow-vs-together-inference.md)\n- [StepFun API vs Together AI Inference](https://www.anchorterminal.com/compare/stepfun-api-vs-together-inference.md)\n- [Together AI Inference vs Vercel AI Gateway](https://www.anchorterminal.com/compare/together-inference-vs-vercel-ai-gateway.md)\n- [Nemotron 3.5 Super VL vs Together AI Inference](https://www.anchorterminal.com/compare/nemotron-3-5-super-vl-vs-together-inference.md)\n- [Antseed vs Cloudflare AI Gateway](https://www.anchorterminal.com/compare/antseed-vs-cloudflare-ai-gateway.md)\n- [Antseed vs OpenRouter](https://www.anchorterminal.com/compare/antseed-vs-openrouter.md)\n- [Antseed vs RouterPlus](https://www.anchorterminal.com/compare/antseed-vs-routerplus.md)\n- [Antseed vs Vercel AI Gateway](https://www.anchorterminal.com/compare/antseed-vs-vercel-ai-gateway.md)\n",
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