{
  "data": {
    "a": {
      "slug": "elevenlabs-scribe",
      "name": "ElevenLabs Scribe Speech to Text API",
      "vendor": "ElevenLabs",
      "vendorUrl": "https://elevenlabs.io",
      "kind": "model",
      "category": "speech-to-text",
      "summary": "ElevenLabs' speech-to-text service for audio transcription.",
      "url": "https://www.anchorterminal.com/tools/elevenlabs-scribe",
      "markdownUrl": "https://www.anchorterminal.com/tools/elevenlabs-scribe.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/elevenlabs-scribe.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/elevenlabs-scribe.json",
      "dns": "elevenlabs-scribe.grade.anchorterminal.com",
      "repo": "https://github.com/elevenlabs/elevenlabs-python",
      "license": "MIT (SDKs)",
      "transports": [
        "http",
        "stdio"
      ],
      "remoteUrl": "https://api.elevenlabs.io/v1",
      "packages": [
        {
          "registry": "npm",
          "name": "@elevenlabs/elevenlabs-js"
        },
        {
          "registry": "pypi",
          "name": "elevenlabs"
        },
        {
          "registry": "pypi",
          "name": "elevenlabs-mcp"
        }
      ],
      "auth": "api-key",
      "authNotes": "`xi-api-key` header on `POST /v1/speech-to-text` and the realtime WebSocket. The hosted MCP server doesn't expose transcription. Only the deprecated local `elevenlabs-mcp` server has a `speech_to_text` tool.",
      "pricing": "freemium",
      "pricingNotes": "Scribe v2 and Scribe v2 Medical cost $0.22 an hour of audio, Scribe v2 Realtime $0.39 an hour. Keyterm prompting adds $0.05 an hour on batch and $0.08 on realtime, and transcript editing $0.07 and $0.12. Silence counts. Since 26 October 2026 a request priced below one credit is charged one credit. Free includes 4 hours 30 minutes of batch audio a month, Starter $6 ($1 the first month) 27 hours, Creator $22 ($11 the first month) 100 hours, Pro $99 450 hours, Scale $299 1,359 hours and Business $990 4,500 hours (https://elevenlabs.io/pricing/api).",
      "priceSummary": "Freemium",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402 or machine payment in the docs or pricing (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 3122,
        "npmWeekly": 1063065,
        "pypiWeekly": 2223099,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://elevenlabs.io/docs/overview/capabilities/speech-to-text",
      "llmsTxt": "https://elevenlabs.io/docs/llms.txt",
      "openapi": "https://api.elevenlabs.io/openapi.json",
      "capabilities": [
        "speech.stt",
        "speech.streaming",
        "speech.batch",
        "speech.diarisation",
        "speech.languages"
      ],
      "tags": [
        "hosted",
        "freemium",
        "free-tier",
        "closed-source",
        "python",
        "typescript",
        "openapi",
        "llms-txt",
        "streaming",
        "batch",
        "webhooks",
        "async-jobs",
        "enterprise"
      ],
      "lastRelease": "2026-10-27",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 73,
        "grade": "BB",
        "agentReady": true,
        "rank": 113,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 5,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 75,
          "maintenance": 77,
          "payments": 40,
          "reliability": 80,
          "schema": 95,
          "security": 65,
          "transparency": 71
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-01"
        },
        "negative": 0,
        "verdict": "Scribe v2 transcribes 90+ languages at $0.22 an hour of batch audio, with diarisation up to 32 speakers and keys that can be scoped by endpoint, capped and set to expire. Audio may be used for training unless the account opts out, the opt-out isn't retroactive, and zero retention needs Enterprise.",
        "bestFor": "Batch transcription where diarisation, entity detection and keyterms matter, and for teams already on ElevenLabs for speech.",
        "strengths": [
          "$0.22 an hour for batch with 90+ languages and diarisation to 32 speakers",
          "Keys restricted by endpoint, capped by credits, limited by IP and set to expire",
          "429 codes named in the error reference with exponential backoff guidance",
          "A Request Log on the Developers page lists every API request, with CSV export",
          "OpenAPI file and an llms.txt with Markdown pages"
        ],
        "weaknesses": [
          "Audio may be used for training unless the account opts out, and the opt-out isn't retroactive",
          "Speech-to-text data is retained by default, and zero retention needs Enterprise",
          "`scribe_v1` is deprecated with no retirement date",
          "No self-serve SLA found"
        ],
        "agentNotes": [
          "Create a key restricted to speech-to-text with a credit quota and an expiry",
          "Use `source_url` for hosted files instead of downloading and re-uploading",
          "Set `webhook=true` for long files and turn on webhook retries so results aren't lost",
          "Back off exponentially on any of the three 429 codes",
          "Opt out under Data use before sending customer audio. It only covers later uploads"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "avgRating": 3.5,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "BB",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 73
          }
        ],
        "editorialScores": {
          "ergonomics": 75,
          "maintenance": 77,
          "payments": 40,
          "reliability": 80,
          "schema": 95,
          "security": 65,
          "transparency": 50
        },
        "provenanceScore": 91,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-01",
            "maintenance": "2026-11-01",
            "payments": "2026-11-01",
            "reliability": "2026-11-01",
            "schema": "2026-11-01",
            "security": "2026-11-01",
            "transparency": "2026-11-01"
          },
          "last": "2026-11-01",
          "lastMoved": "2026-11-01",
          "oldest": "2026-11-01",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "http": "curl -X POST https://api.elevenlabs.io/v1/speech-to-text -H \"xi-api-key: $ELEVENLABS_API_KEY\" \\\n  -F model_id=scribe_v2 -F diarize=true -F file=@call.mp3",
        "config": {
          "mcpServers": {
            "elevenlabs": {
              "args": [
                "elevenlabs-mcp"
              ],
              "command": "uvx",
              "env": {
                "ELEVENLABS_API_KEY": "${ELEVENLABS_API_KEY}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/speech.stt",
        "tool": "https://letme.dev/elevenlabs-scribe"
      },
      "sameCompany": [
        "elevenlabs-music",
        "elevenlabs-tts",
        "elevenlabs-agents",
        "elevenlabs-voice-cloning"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "Scribe v2 batch",
          "unit": "audio-minute",
          "usd": 0.0037,
          "note": "published as $0.22 an hour, also Scribe v2 Medical"
        },
        {
          "item": "Scribe v2 Realtime",
          "unit": "audio-minute",
          "usd": 0.0065,
          "note": "published as $0.39 an hour"
        },
        {
          "item": "Transcript editing add-on (batch)",
          "unit": "audio-minute",
          "usd": 0.0012,
          "note": "published as $0.07 an hour; $0.12 on Scribe v2 Realtime"
        },
        {
          "item": "Keyterm prompting add-on (batch)",
          "unit": "audio-minute",
          "usd": 0.0008,
          "note": "published as $0.05 an hour; $0.08 on Scribe v2 Realtime"
        }
      ],
      "provenance": {
        "legalEntity": "Eleven Labs Inc.",
        "domain": "elevenlabs.io",
        "domainRegistered": "2021-12-15",
        "endpointOnVendorDomain": true,
        "terms": "https://elevenlabs.io/terms-of-use",
        "privacy": "https://elevenlabs.io/privacy-policy",
        "statusPage": "https://status.elevenlabs.io",
        "changelog": "https://elevenlabs.io/docs/changelog",
        "securityTxt": "valid",
        "checked": "2026-11-01",
        "score": 91
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/elevenlabs-scribe.json",
      "live": {
        "slug": "elevenlabs-scribe",
        "probe": {
          "target": "https://api.elevenlabs.io/v1",
          "method": "get",
          "lastAt": "2026-11-07T18:20:22.850400793Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 215,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 137,
          "p95ms24h": 251,
          "samples24h": 239,
          "samples30d": 7910,
          "days": [
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-11",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-12",
              "probes": 247,
              "ok": 247
            },
            {
              "date": "2026-10-13",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-14",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-15",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-16",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-17",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-18",
              "probes": 256,
              "ok": 256
            },
            {
              "date": "2026-10-19",
              "probes": 255,
              "ok": 255
            },
            {
              "date": "2026-10-20",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-21",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-22",
              "probes": 253,
              "ok": 253
            },
            {
              "date": "2026-10-23",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-24",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-25",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-26",
              "probes": 252,
              "ok": 252
            },
            {
              "date": "2026-10-27",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-28",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-10-29",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-30",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-10-31",
              "probes": 251,
              "ok": 251
            },
            {
              "date": "2026-11-01",
              "probes": 249,
              "ok": 249
            },
            {
              "date": "2026-11-02",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-11-03",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-11-04",
              "probes": 246,
              "ok": 246
            },
            {
              "date": "2026-11-05",
              "probes": 185,
              "ok": 185
            },
            {
              "date": "2026-11-06",
              "probes": 241,
              "ok": 241
            },
            {
              "date": "2026-11-07",
              "probes": 187,
              "ok": 187
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.elevenlabs.io",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-11-07T18:21:04.909512216Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "elevenlabs/elevenlabs-python",
            "version": "v2.77.0",
            "released": "2026-11-06",
            "seenAt": "2026-11-06T23:23:45.075594654Z"
          },
          {
            "registry": "npm",
            "name": "@elevenlabs/elevenlabs-js",
            "version": "2.77.0",
            "seenAt": "2026-11-06T23:23:42.783479528Z"
          },
          {
            "registry": "pypi",
            "name": "elevenlabs",
            "version": "2.77.0",
            "released": "2026-11-06",
            "seenAt": "2026-11-06T23:23:42.991905752Z"
          },
          {
            "registry": "pypi",
            "name": "elevenlabs-mcp",
            "version": "0.12.2",
            "released": "2026-08-04",
            "seenAt": "2026-11-06T23:23:43.104655331Z"
          }
        ],
        "githubStars": 3174,
        "npmWeekly": 1372717,
        "pypiWeekly": 2780548,
        "securityTxt": {
          "url": "https://elevenlabs.io/.well-known/security.txt",
          "state": "valid",
          "expires": "2027-10-06T00:00:00.000Z",
          "checkedAt": "2026-11-07T16:01:30.458873656Z"
        },
        "llmsTxt": {
          "url": "https://elevenlabs.io/docs/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:32:24.984132233Z"
        },
        "domain": {
          "domain": "elevenlabs.io",
          "checkedAt": "2026-11-01T14:12:37.895521288Z"
        },
        "github": {
          "repo": "elevenlabs/elevenlabs-python",
          "checkedAt": "2026-11-02T08:46:10.308861891Z",
          "stars": 3170,
          "archived": false,
          "issuesEnabled": true,
          "pushedAt": "2026-10-30T19:21:45Z",
          "openIssues": 20,
          "openPRs": 35,
          "issuesOpened90d": 13,
          "issuesClosed90d": 7,
          "prsMerged90d": 33,
          "ci": {
            "branch": "main",
            "runs": 50,
            "success": 49,
            "failure": 1,
            "other": 0,
            "latest": "success",
            "latestAt": "2026-10-27T23:12:03Z"
          },
          "replies": {
            "sampled": 25,
            "unanswered": 8,
            "medianDays": 2.3
          }
        },
        "updatedAt": "2026-11-07T18:20:22.850400793Z"
      }
    },
    "answer": "ElevenLabs Scribe Speech to Text API scores 73 (BB) on agent readiness against Inworld STT's 54.7 (C), and leads in 6 of 7 scored categories.",
    "b": {
      "slug": "inworld-stt",
      "name": "Inworld STT",
      "vendor": "Inworld AI",
      "vendorUrl": "https://inworld.ai",
      "kind": "model",
      "category": "speech-to-text",
      "summary": "Inworld's speech-to-text API runs its `inworld/inworld-stt-1` model in 30 languages over synchronous HTTP, bidirectional WebSocket streaming and asynchronous jobs, returning Voice Profile signals (age, emotion, pitch, accent) and turn detection alongside the transcript.",
      "url": "https://www.anchorterminal.com/tools/inworld-stt",
      "markdownUrl": "https://www.anchorterminal.com/tools/inworld-stt.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/inworld-stt.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/inworld-stt.json",
      "dns": "inworld-stt.grade.anchorterminal.com",
      "transports": [
        "http",
        "websocket"
      ],
      "packages": [
        {
          "registry": "npm",
          "name": "@inworld/cli"
        }
      ],
      "auth": "api-key",
      "authNotes": "Every call sends `Authorization: Basic` with the Base64 `key_id:secret` credential from the Portal or the CLI. Keys belong to a workspace and are deleted to revoke. Browsers pass a one-time token in the `bearer_` WebSocket subprotocol rather than the URL.",
      "pricing": "usage",
      "pricingNotes": "$0.15 an hour of audio on the free On-Demand plan and $0.10 on the paid plans ($25 to $1,500 a month), billed per second. On-Demand includes up to 400 minutes free. Diarisation and Voice Profile are separate per-second add-ons. Asynchronous jobs need a payment method.",
      "priceSummary": "Pay per use",
      "where": "local",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, llms.txt or pricing page (checked 2026-11-06). Plans and credits are bought in the Portal.",
        "endpoints": []
      },
      "toolCount": 0,
      "popularity": {
        "githubStars": null,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-11-06"
      },
      "docsUrl": "https://docs.inworld.ai/stt/overview",
      "llmsTxt": "https://docs.inworld.ai/llms.txt",
      "capabilities": [
        "speech.stt",
        "speech.streaming",
        "speech.batch",
        "speech.diarisation",
        "speech.languages"
      ],
      "tags": [
        "hosted",
        "usage",
        "free-tier",
        "no-card",
        "closed-source",
        "llms-txt",
        "streaming",
        "batch",
        "mcp",
        "enterprise"
      ],
      "lastRelease": "2026-10-29",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 54.7,
        "grade": "C",
        "agentReady": false,
        "rank": 895,
        "ranked": true,
        "rankOf": 1486,
        "categoryRank": 16,
        "methodology": "0.7",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 56,
          "maintenance": 41,
          "payments": 40,
          "reliability": 60,
          "schema": 54,
          "security": 63,
          "transparency": 60
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-11-06"
        },
        "negative": 0,
        "verdict": "Inworld STT costs $0.10 to $0.15 an hour with 400 free minutes, and covers files, live streams and async jobs in 30 languages with Voice Profile signals. There is no machine-readable spec, no public STT changelog and no readable status history, and diarisation is still experimental.",
        "bestFor": "Low-cost live transcription for voice agents, with speaker traits.",
        "strengths": [
          "$0.15 an hour on the free plan and $0.10 on paid plans, billed per second, with 400 free minutes",
          "Sync, WebSocket streaming and async jobs on one model, with turn detection and Voice Profile signals",
          "Browser tokens travel in a WebSocket subprotocol, not the URL",
          "Zero data retention keeps audio and transcripts in memory, and the docs include it from the Developer plan",
          "llms.txt, Markdown twins and a docs MCP server"
        ],
        "weaknesses": [
          "No OpenAPI or other machine-readable contract",
          "The STT release notes path asks for a login, so changes to the model aren't publicly dated",
          "Status history couldn't be read, and an SLA exists only for Enterprise",
          "Speaker diarisation is experimental and async jobs run on a `v1alpha` operations route",
          "Docs and the STT product page disagree on which plans include zero data retention"
        ],
        "agentNotes": [
          "Send the Base64 credential as-is in `Authorization: Basic`; don't encode it again",
          "Wrap the first WebSocket message in `transcribeConfig`, because a malformed first frame closes the socket with 1005 and no error",
          "Use `POST /stt/v1/transcribe:async` for files over about 16 MB and collect the transcript within 7 days",
          "Retry 429 or gRPC code 8 with exponential backoff and jitter, and stay within the plan's streaming concurrency",
          "Stop sending audio when nobody speaks, since streams are billed for every second sent"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "C",
            "methodology": "0.7",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 54.7
          }
        ],
        "editorialScores": {
          "ergonomics": 56,
          "maintenance": 41,
          "payments": 40,
          "reliability": 60,
          "schema": 54,
          "security": 63,
          "transparency": 45
        },
        "provenanceScore": 75,
        "checked": {
          "categories": {
            "ergonomics": "2026-11-06",
            "maintenance": "2026-11-06",
            "payments": "2026-11-06",
            "reliability": "2026-11-06",
            "schema": "2026-11-06",
            "security": "2026-11-06",
            "transparency": "2026-11-06"
          },
          "last": "2026-11-06",
          "oldest": "2026-11-06",
          "stale": false,
          "staleAfterDays": 90
        }
      },
      "connect": {
        "install": "npm install -g @inworld/cli",
        "claudeCode": "claude mcp add inworld -- inworld mcp"
      },
      "letme": {
        "capability": "https://letme.dev/speech.stt",
        "tool": "https://letme.dev/inworld-stt"
      },
      "sameCompany": [
        "inworld-tts",
        "inworld-realtime",
        "inworld-voice-cloning"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "STT-1, On-Demand",
          "unit": "audio-minute",
          "usd": 0.0025,
          "note": "$0.15 an hour"
        },
        {
          "item": "STT-1, paid plans",
          "unit": "audio-minute",
          "usd": 0.00167,
          "note": "$0.10 an hour on Creator to Growth"
        }
      ],
      "provenance": {
        "legalEntity": "Theai, Inc. dba Inworld AI",
        "domain": "inworld.ai",
        "domainRegistered": "",
        "endpointOnVendorDomain": true,
        "terms": "https://inworld.ai/terms",
        "privacy": "https://inworld.ai/privacy",
        "statusPage": "https://status.inworld.ai",
        "changelog": "https://docs.inworld.ai/release-notes/realtime",
        "securityTxt": "none",
        "checked": "2026-11-06",
        "notes": [
          "The Terms of Service (effective 11 June 2025) are an agreement with Theai, Inc. dba Inworld AI under California law, with courts in Santa Clara. The Privacy Notice (last updated 18 January 2026) names Theai, Inc.",
          "inworld.ai/.well-known/security.txt returns 404. The security page links a vulnerability report form.",
          "status.inworld.ai runs the open-source issue-status app, which draws incidents from GitHub issues in inworld-ai/inworld-issue-status. Its history wasn't read, because GitHub's robots.txt couldn't be read from our environment.",
          "inworld.ai's robots.txt allows Claude agents on the paths read and sets `Content-Signal: ai-train=no, search=yes, ai-input=no`. docs.inworld.ai has no such signal.",
          "The domain's registration date wasn't established, because the RDAP lookup failed.",
          "firstReleased is left empty. No dated STT launch was found, and the STT release notes path asks for a Portal login."
        ],
        "score": 75
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/inworld-stt.json",
      "live": {
        "slug": "inworld-stt",
        "versions": [
          {
            "registry": "npm",
            "name": "@inworld/cli",
            "version": "1.5.0",
            "seenAt": "2026-11-06T23:35:05.474861108Z"
          }
        ],
        "npmWeekly": 290,
        "securityTxt": {
          "url": "https://inworld.ai/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-11-07T16:01:11.794771951Z"
        },
        "llmsTxt": {
          "url": "https://docs.inworld.ai/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-11-07T15:32:47.741512787Z"
        },
        "updatedAt": "2026-11-07T16:01:11.794771951Z"
      }
    },
    "edges": [
      {
        "by": 41,
        "category": "schema",
        "leads": "elevenlabs-scribe",
        "name": "Schema \u0026 documentation",
        "reasons": {
          "a": "OpenAPI file at api.elevenlabs.io/openapi.json, per the 1 October check, not re-read on 1 November because api.elevenlabs.io's robots.txt disallows every path (25). llms.txt with a Markdown twin of each page, re-read on 1 November (10). Reference pages state what each parameter does, and the docs separate batch, realtime and medical use, though they rarely say when not to use one (15). Multipart fields are typed with enums such as `timestamps_granularity`, and `model_id` is required (15). Examples on each endpoint and an error reference with codes and meanings, re-read on 1 November (15). Versioned `/v1` paths and a dated weekly changelog, the newest entry 26 October (15). 25 + 10 + 15 + 15 + 15 + 15 = 95.",
          "b": "No OpenAPI or other machine-readable file. The usual spec paths redirect, and the reference pages are Markdown (0). llms.txt, Markdown twins and a docs MCP server (10). Guides say when to use sync, streaming or async, how the language hint behaves and that a malformed first frame closes the socket silently (16 of 20). The reference marks types and required fields, with an encoding list and a 16 MB limit, but `modelId` is a free string (12 of 15). Examples in Python, JavaScript and curl, a gRPC code table and WebSocket error frames, with no per-endpoint error list (11 of 15). Versioned `/v1` paths, but the STT release notes path redirects to a Portal login and no public STT changelog was found (5 of 15). Total 54."
        },
        "scores": {
          "a": 95,
          "b": 54
        }
      },
      {
        "by": 36,
        "category": "maintenance",
        "leads": "elevenlabs-scribe",
        "name": "Maintenance \u0026 community",
        "reasons": {
          "a": "Read as a model, as the ElevenLabs text-to-speech listing is, in place of the 1 October release-count reading. Newest change is SDK 2.75.0, tagged in the Python and JavaScript repositories on 27 October 2026 (23:02 UTC), and the 26 October changelog entry changed realtime silence thresholds and added transcription webhook retries. Speech to Text also changed on 12 October (`turn_prediction` commit strategy) and 19 October (`edited_text`) (30). Weekly dated entries, 16 between 3 August and 26 October (10). `scribe_v1` is still marked deprecated in favour of `scribe_v2` with no date or notice period (0 of 10). Public changelog and support channels (10 of 15). The Python SDK had 19 open issues on 1 October, several opened in August 2026, per the ElevenLabs text-to-speech listing's 1 October check of the same repository, not re-read on 1 November (5 of 10). Official Python and TypeScript SDKs current at 2.75.0. The local `elevenlabs-mcp` package, the only one with a transcription tool, has been deprecated since 20 August 2026 in favour of the hosted server, its last release 0.12.2 on 4 August (15). Fern-generated SDKs, read as the ElevenLabs text-to-speech listing reads them (7 of 10). 30 + 10 + 0 + 10 + 5 + 15 + 7 = 77.",
          "b": "Read as a model. No public STT changelog. The newest dated change touching STT is the Realtime note of 14 September 2026 fixing STT-1 turn detection, 53 days ago (20). The CLI, which carries the STT command and MCP tool, shipped 1.4.0 to 1.5.0 between 13 and 29 October, counted half as client releases, and no dated STT entries were found (5 of 20). Discord and support@inworld.ai, with no evidence of answers read (6 of 15). No official STT SDK; the CLI is current (5 of 15). CLI on npm under MIT, current, CI not read (5 of 10). Total 41."
        },
        "scores": {
          "a": 77,
          "b": 41
        }
      },
      {
        "by": 20,
        "category": "reliability",
        "leads": "elevenlabs-scribe",
        "name": "Reliability",
        "reasons": {
          "a": "incident.io status page with a Speech to Text component and dated component history (20). Re-read on 1 November from the history page, which dates each component's impact, as the ElevenLabs text-to-speech, voice cloning and agents listings were read; the incidents feed was re-posted on 21 October and leaves older incidents out. Six incidents touched the Speech to Text component in the 90 days from 3 August. Elevated TTS and STT error rates from 06:39 to 07:13 UTC on 3 August and TTS and STT latency from 15:15 to 17:53 UTC on 26 August, both at degraded performance. Two latency incidents on 4 September, the EU residency from 11:41 to 12:12 UTC and the global residency from 13:55 to 21:01 UTC for \"a small subset of requests\", and STT latency from 15:42 to 16:05 UTC on 28 September, all degraded. From 16:00 to 19:44 UTC on 29 September a usage datastore fault caused latency, conversation failures and 429s on STT requests, marked partial outage on Speech to Text and Conversations. The 1 October note called it one major of 94 minutes; the page dates the STT impact at 3 hours 44 minutes, and it is read as partial, as the ElevenLabs agents listing read the same incident. A one-minute entry named \"Test\" on 16 October isn't counted. Nothing has touched STT since 29 September. Minor only (20 of 30, was 10). Concurrency per plan published with numbers, re-read on 1 November, 8 on Free to 60 on Scale for batch and 6 to 45 for realtime, with `current-concurrent-requests` and `maximum-concurrent-requests` headers (15). The error reference names three 429 codes, `rate_limit_exceeded`, `concurrent_limit_exceeded` and `system_busy`, and asks for exponential backoff (15). No SLA found for self-serve plans, and the API pricing page puts SLAs under Enterprise (0). Scribe v2, Scribe v2 Realtime and Scribe v2 Medical carry no alpha or beta label (10). 20 + 20 + 15 + 15 + 0 + 10 = 80.",
          "b": "Hosted reading of the checklist. status.inworld.ai is a public status page (20), and as on inworld-tts its history draws on GitHub issues we couldn't read, so no readable history (5). Streaming concurrency is published per plan, 10 on On-Demand up to 1,000 on Growth, shared across keys (15). 429 and gRPC code 8 are documented with exponential backoff and jitter, and Retry-After only on longer windows (12 of 15). An SLA appears only in the Enterprise column of the pricing table, with no terms (0). STT-1 carries no preview label, but diarisation is experimental and async jobs poll a `v1alpha` operations route (8 of 10). 20 + 5 + 15 + 12 + 0 + 8 = 60."
        },
        "scores": {
          "a": 80,
          "b": 60
        }
      },
      {
        "by": 19,
        "category": "ergonomics",
        "leads": "elevenlabs-scribe",
        "name": "Agent ergonomics",
        "reasons": {
          "a": "API reading of the checklist. Timestamps can be dropped or set to word or character level, and extra formats such as SRT or plain text come back alongside JSON (20). Transcripts can be fetched by ID, but we didn't find a paginated list for them (10). Typed error codes with messages, `invalid_parameters`, `insufficient_credits` and the 429 family (20). No idempotency key, and `webhook=true` makes the call asynchronous without a dedupe guarantee. Since 26 October transcription webhooks are retried on failure when the webhook's retry setting is on, and requests priced below one credit are charged one credit (10). Two required fields, the model and a file or `source_url`. Official SDKs in Python and TypeScript (15). 20 + 10 + 20 + 10 + 15 = 75.",
          "b": "API reading of the checklist. Voice Profile, word timestamps and diarisation are opt-in, and responses carry a `usage` block (18 of 25). No lists to page. Async jobs return an operation to poll (8 of 20). Errors carry a numeric gRPC code and message on both endpoints, but a malformed first message closes the socket with 1005 and no frame (12 of 20). Sync calls are stateless and async calls return an operation, with no idempotency key, and empty transcripts and add-ons are billed (10 of 20). A call needs a model, an encoding and the audio. No STT SDK was found, only the CLI and its MCP server and REST examples (8 of 15). Total 56."
        },
        "scores": {
          "a": 75,
          "b": 56
        }
      },
      {
        "by": 11,
        "category": "transparency",
        "leads": "elevenlabs-scribe",
        "name": "Transparency \u0026 trust",
        "reasons": {
          "a": "Closed service with clear terms and MIT SDKs (15). The Privacy Policy, updated 9 October 2026 and re-read on 1 November, allows training on personal data with a forward-only opt-out, and the zero retention page now says every `/v1/speech-to-text/` endpoint is covered for Enterprise customers. We found no speech-to-text statement that contradicts them, though a reader still pieces the position together from three pages (15). `scribe_v1` is marked deprecated without a date or a written policy (5). EU, India and Singapore residency hosts are documented, but no named sub-processor list was found (15). 15 + 15 + 5 + 15 = 50.",
          "b": "Closed service with clear terms naming Theai, Inc. dba Inworld AI (15). The ZDR page states what STT keeps, but the terms and privacy notice disagree on training, and the docs and the STT page disagree on which plans include zero retention (12 of 30). No dated STT deprecation or change notices are public (8 of 20). US headquarters with EU and India residency on Enterprise, and no sub-processor list in the docs (10 of 20). Total 45."
        },
        "scores": {
          "a": 71,
          "b": 60
        }
      }
    ],
    "facts": [
      {
        "a": "Model API",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "ElevenLabs",
        "b": "Inworld AI",
        "name": "Vendor"
      },
      {
        "a": "https://api.elevenlabs.io/v1",
        "b": "no (local only)",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, stdio",
        "b": "HTTP, websocket",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Pay per use",
        "name": "Pricing"
      },
      {
        "a": "not published",
        "b": "$0.0017 per minute of audio",
        "name": "Price for speech-to-text"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT (SDKs)",
        "b": "none",
        "name": "Licence"
      },
      {
        "a": "none",
        "b": "0",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-10-27",
        "b": "2026-10-29",
        "name": "Last release"
      },
      {
        "a": "2026-03-31",
        "b": "2025-06-11",
        "name": "Terms last updated"
      },
      {
        "a": "2026-05-20",
        "b": "2026-01-18",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "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": "not found in the text",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "3.1k stars, 1.1M npm/wk, 2.2M PyPI/wk",
        "b": "none",
        "name": "Popularity"
      },
      {
        "a": "3.5/5 (2)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "ElevenLabs Scribe Speech to Text API scores 73 (BB) on agent readiness against Inworld STT's 54.7 (C), and leads in 6 of 7 scored categories.",
        "question": "Which is better for AI agents, ElevenLabs Scribe Speech to Text API or Inworld STT?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do ElevenLabs Scribe Speech to Text API and Inworld STT need an API key?"
      },
      {
        "answer": "ElevenLabs Scribe Speech to Text API has a hosted endpoint at https://api.elevenlabs.io/v1. No hosted endpoint is listed for Inworld STT.",
        "question": "Can an agent call ElevenLabs Scribe Speech to Text API and Inworld STT without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 80 against 60",
          "Schema \u0026 documentation, 95 against 54",
          "Agent ergonomics, 75 against 56",
          "Maintenance \u0026 community, 77 against 41",
          "Transparency \u0026 trust, 71 against 60"
        ],
        "also": [
          "Agent-ready, a grade of BB or better",
          "A hosted endpoint, with nothing to install",
          "Runs on your own machine"
        ],
        "goodFor": "Batch transcription where diarisation, entity detection and keyterms matter, and for teams already on ElevenLabs for speech.",
        "slug": "elevenlabs-scribe",
        "watchFor": "Audio may be used for training unless the account opts out, and the opt-out isn't retroactive"
      },
      {
        "aheadOn": null,
        "also": [
          "Free to start without a card"
        ],
        "goodFor": "Low-cost live transcription for voice agents, with speaker traits.",
        "slug": "inworld-stt",
        "watchFor": "No OpenAPI or other machine-readable contract"
      }
    ],
    "history": {
      "elevenlabs-scribe": [
        {
          "causes": [
            "evidence",
            "correction"
          ],
          "date": "2026-11-01",
          "delta": 4,
          "from": 69,
          "fromGrade": "B",
          "to": 73,
          "toGrade": "BB"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-27",
          "delta": 0.1,
          "from": 68.9,
          "fromGrade": "B",
          "to": 69,
          "toGrade": "B"
        },
        {
          "causes": [
            "method"
          ],
          "date": "2026-10-08",
          "delta": -0.1,
          "from": 69,
          "fromGrade": "B",
          "to": 68.9,
          "toGrade": "B"
        }
      ],
      "inworld-stt": null
    },
    "job": {
      "capability": "speech.stt",
      "name": "Speech-to-text"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/amazon-transcribe-vs-elevenlabs-scribe.json",
        "title": "Amazon Transcribe vs ElevenLabs Scribe Speech to Text API",
        "url": "https://www.anchorterminal.com/compare/amazon-transcribe-vs-elevenlabs-scribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amazon-transcribe-vs-inworld-stt.json",
        "title": "Amazon Transcribe vs Inworld STT",
        "url": "https://www.anchorterminal.com/compare/amazon-transcribe-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-elevenlabs-scribe.json",
        "title": "AssemblyAI Speech-to-Text (Universal) vs ElevenLabs Scribe Speech to Text API",
        "url": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-elevenlabs-scribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-inworld-stt.json",
        "title": "AssemblyAI Speech-to-Text (Universal) vs Inworld STT",
        "url": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-elevenlabs-scribe.json",
        "title": "Azure AI Speech speech-to-text vs ElevenLabs Scribe Speech to Text API",
        "url": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-elevenlabs-scribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-inworld-stt.json",
        "title": "Azure AI Speech speech-to-text vs Inworld STT",
        "url": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-elevenlabs-scribe.json",
        "title": "Cartesia Ink vs ElevenLabs Scribe Speech to Text API",
        "url": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-elevenlabs-scribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-inworld-stt.json",
        "title": "Cartesia Ink vs Inworld STT",
        "url": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepgram-stt-vs-elevenlabs-scribe.json",
        "title": "Deepgram Speech-to-Text (Nova-3, Flux) vs ElevenLabs Scribe Speech to Text API",
        "url": "https://www.anchorterminal.com/compare/deepgram-stt-vs-elevenlabs-scribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepgram-stt-vs-inworld-stt.json",
        "title": "Deepgram Speech-to-Text (Nova-3, Flux) vs Inworld STT",
        "url": "https://www.anchorterminal.com/compare/deepgram-stt-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-giggy-stt.json",
        "title": "ElevenLabs Scribe Speech to Text API vs Giggy Speech to Text",
        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-giggy-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-gladia-stt.json",
        "title": "ElevenLabs Scribe Speech to Text API vs Gladia Speech-to-Text API + MCP",
        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-gladia-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-google-speech-to-text.json",
        "title": "ElevenLabs Scribe Speech to Text API vs Google Cloud Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-google-speech-to-text"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-groq-speech-to-text.json",
        "title": "ElevenLabs Scribe Speech to Text API vs Groq Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-groq-speech-to-text"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-ibm-watson-stt.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-ibm-watson-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-minimax-stt.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-minimax-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-mistral-voxtral-transcribe.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-mistral-voxtral-transcribe"
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      {
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      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-rev-ai-stt.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-rev-ai-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-smallest-pulse-stt.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-smallest-pulse-stt"
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      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-soniox-stt.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-soniox-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-speechmatics-stt.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-speechmatics-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/giggy-stt-vs-inworld-stt.json",
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        "url": "https://www.anchorterminal.com/compare/giggy-stt-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-inworld-stt.json",
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        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/google-speech-to-text-vs-inworld-stt.json",
        "title": "Google Cloud Speech-to-Text vs Inworld STT",
        "url": "https://www.anchorterminal.com/compare/google-speech-to-text-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/groq-speech-to-text-vs-inworld-stt.json",
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        "url": "https://www.anchorterminal.com/compare/groq-speech-to-text-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/ibm-watson-stt-vs-inworld-stt.json",
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        "url": "https://www.anchorterminal.com/compare/ibm-watson-stt-vs-inworld-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/inworld-stt-vs-minimax-stt.json",
        "title": "Inworld STT vs MiniMax Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/inworld-stt-vs-minimax-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/inworld-stt-vs-mistral-voxtral-transcribe.json",
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        "url": "https://www.anchorterminal.com/compare/inworld-stt-vs-mistral-voxtral-transcribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/inworld-stt-vs-openai-speech-to-text.json",
        "title": "Inworld STT vs OpenAI Speech to Text",
        "url": "https://www.anchorterminal.com/compare/inworld-stt-vs-openai-speech-to-text"
      },
      {
        "json": "https://www.anchorterminal.com/compare/inworld-stt-vs-rev-ai-stt.json",
        "title": "Inworld STT vs Rev AI Speech-to-Text API",
        "url": "https://www.anchorterminal.com/compare/inworld-stt-vs-rev-ai-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/inworld-stt-vs-smallest-pulse-stt.json",
        "title": "Inworld STT vs Smallest.ai Pulse STT",
        "url": "https://www.anchorterminal.com/compare/inworld-stt-vs-smallest-pulse-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/inworld-stt-vs-soniox-stt.json",
        "title": "Inworld STT vs Soniox Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/inworld-stt-vs-soniox-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/inworld-stt-vs-speechmatics-stt.json",
        "title": "Inworld STT vs Speechmatics Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/inworld-stt-vs-speechmatics-stt"
      }
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    "panel": null,
    "scores": [
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        "edge": "elevenlabs-scribe",
        "elevenlabs-scribe": 80,
        "inworld-stt": 60,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
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        "name": "Performance",
        "pending": true,
        "weight": 10
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      {
        "by": 41,
        "edge": "elevenlabs-scribe",
        "elevenlabs-scribe": 95,
        "inworld-stt": 54,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 19,
        "edge": "elevenlabs-scribe",
        "elevenlabs-scribe": 75,
        "inworld-stt": 56,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 2,
        "edge": "elevenlabs-scribe",
        "elevenlabs-scribe": 65,
        "inworld-stt": 63,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 0,
        "edge": "",
        "elevenlabs-scribe": 40,
        "inworld-stt": 40,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 36,
        "edge": "elevenlabs-scribe",
        "elevenlabs-scribe": 77,
        "inworld-stt": 41,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 11,
        "edge": "elevenlabs-scribe",
        "elevenlabs-scribe": 71,
        "inworld-stt": 60,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "ElevenLabs Scribe Speech to Text API scores 73 (BB) on agent readiness against Inworld STT's 54.7 (C), and leads in 6 of 7 scored categories. Both do speech-to-text.",
    "tasks": [
      {
        "a": "$0.22 to $0.39",
        "b": "$0.10 to $0.15",
        "cheaper": "inworld-stt",
        "task": "Transcribe a one-hour meeting",
        "what": "60 minutes of recorded audio"
      }
    ],
    "tutorials": [],
    "verdicts": {
      "elevenlabs-scribe": "Scribe v2 transcribes 90+ languages at $0.22 an hour of batch audio, with diarisation up to 32 speakers and keys that can be scoped by endpoint, capped and set to expire. Audio may be used for training unless the account opts out, the opt-out isn't retroactive, and zero retention needs Enterprise.",
      "inworld-stt": "Inworld STT costs $0.10 to $0.15 an hour with 400 free minutes, and covers files, live streams and async jobs in 30 languages with Voice Profile signals. There is no machine-readable spec, no public STT changelog and no readable status history, and diarisation is still experimental."
    }
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  "markdown": "ElevenLabs Scribe Speech to Text API scores 73 (BB) on agent readiness against Inworld STT's 54.7 (C), and leads in 6 of 7 scored categories. Both do speech-to-text.\n\n- ElevenLabs Scribe Speech to Text API: grade BB, 73/100, rank #113 of 1486. Markdown https://www.anchorterminal.com/tools/elevenlabs-scribe.md · JSON https://www.anchorterminal.com/api/v1/tools/elevenlabs-scribe.json\n- Inworld STT: grade C, 54.7/100, rank #895 of 1486. Markdown https://www.anchorterminal.com/tools/inworld-stt.md · JSON https://www.anchorterminal.com/api/v1/tools/inworld-stt.json\n- Best speech-to-text APIs for AI agents: https://www.anchorterminal.com/best/speech-to-text/index.md\n- All 320 stt comparisons: https://www.anchorterminal.com/compare/speech-to-text/index.md\n\n## Which one, for what\n\n### ElevenLabs Scribe Speech to Text API (BB)\n\nGood for: Batch transcription where diarisation, entity detection and keyterms matter, and for teams already on ElevenLabs for speech.\n\nAhead on:\n- Reliability, 80 against 60\n- Schema \u0026 documentation, 95 against 54\n- Agent ergonomics, 75 against 56\n- Maintenance \u0026 community, 77 against 41\n- Transparency \u0026 trust, 71 against 60\n\nAlso in its favour:\n- Agent-ready, a grade of BB or better\n- A hosted endpoint, with nothing to install\n- Runs on your own machine\n\nWatch for: Audio may be used for training unless the account opts out, and the opt-out isn't retroactive\n\n### Inworld STT (C)\n\nGood for: Low-cost live transcription for voice agents, with speaker traits.\n\nAlso in its favour:\n- Free to start without a card\n\nWatch for: No OpenAPI or other machine-readable contract\n\n\n## Why the edge\n\n### Schema \u0026 documentation: ElevenLabs Scribe Speech to Text API +41\n\n- ElevenLabs Scribe Speech to Text API (95): OpenAPI file at api.elevenlabs.io/openapi.json, per the 1 October check, not re-read on 1 November because api.elevenlabs.io's robots.txt disallows every path (25). llms.txt with a Markdown twin of each page, re-read on 1 November (10). Reference pages state what each parameter does, and the docs separate batch, realtime and medical use, though they rarely say when not to use one (15). Multipart fields are typed with enums such as `timestamps_granularity`, and `model_id` is required (15). Examples on each endpoint and an error reference with codes and meanings, re-read on 1 November (15). Versioned `/v1` paths and a dated weekly changelog, the newest entry 26 October (15). 25 + 10 + 15 + 15 + 15 + 15 = 95.\n- Inworld STT (54): No OpenAPI or other machine-readable file. The usual spec paths redirect, and the reference pages are Markdown (0). llms.txt, Markdown twins and a docs MCP server (10). Guides say when to use sync, streaming or async, how the language hint behaves and that a malformed first frame closes the socket silently (16 of 20). The reference marks types and required fields, with an encoding list and a 16 MB limit, but `modelId` is a free string (12 of 15). Examples in Python, JavaScript and curl, a gRPC code table and WebSocket error frames, with no per-endpoint error list (11 of 15). Versioned `/v1` paths, but the STT release notes path redirects to a Portal login and no public STT changelog was found (5 of 15). Total 54.\n\n### Maintenance \u0026 community: ElevenLabs Scribe Speech to Text API +36\n\n- ElevenLabs Scribe Speech to Text API (77): Read as a model, as the ElevenLabs text-to-speech listing is, in place of the 1 October release-count reading. Newest change is SDK 2.75.0, tagged in the Python and JavaScript repositories on 27 October 2026 (23:02 UTC), and the 26 October changelog entry changed realtime silence thresholds and added transcription webhook retries. Speech to Text also changed on 12 October (`turn_prediction` commit strategy) and 19 October (`edited_text`) (30). Weekly dated entries, 16 between 3 August and 26 October (10). `scribe_v1` is still marked deprecated in favour of `scribe_v2` with no date or notice period (0 of 10). Public changelog and support channels (10 of 15). The Python SDK had 19 open issues on 1 October, several opened in August 2026, per the ElevenLabs text-to-speech listing's 1 October check of the same repository, not re-read on 1 November (5 of 10). Official Python and TypeScript SDKs current at 2.75.0. The local `elevenlabs-mcp` package, the only one with a transcription tool, has been deprecated since 20 August 2026 in favour of the hosted server, its last release 0.12.2 on 4 August (15). Fern-generated SDKs, read as the ElevenLabs text-to-speech listing reads them (7 of 10). 30 + 10 + 0 + 10 + 5 + 15 + 7 = 77.\n- Inworld STT (41): Read as a model. No public STT changelog. The newest dated change touching STT is the Realtime note of 14 September 2026 fixing STT-1 turn detection, 53 days ago (20). The CLI, which carries the STT command and MCP tool, shipped 1.4.0 to 1.5.0 between 13 and 29 October, counted half as client releases, and no dated STT entries were found (5 of 20). Discord and support@inworld.ai, with no evidence of answers read (6 of 15). No official STT SDK; the CLI is current (5 of 15). CLI on npm under MIT, current, CI not read (5 of 10). Total 41.\n\n### Reliability: ElevenLabs Scribe Speech to Text API +20\n\n- ElevenLabs Scribe Speech to Text API (80): incident.io status page with a Speech to Text component and dated component history (20). Re-read on 1 November from the history page, which dates each component's impact, as the ElevenLabs text-to-speech, voice cloning and agents listings were read; the incidents feed was re-posted on 21 October and leaves older incidents out. Six incidents touched the Speech to Text component in the 90 days from 3 August. Elevated TTS and STT error rates from 06:39 to 07:13 UTC on 3 August and TTS and STT latency from 15:15 to 17:53 UTC on 26 August, both at degraded performance. Two latency incidents on 4 September, the EU residency from 11:41 to 12:12 UTC and the global residency from 13:55 to 21:01 UTC for \"a small subset of requests\", and STT latency from 15:42 to 16:05 UTC on 28 September, all degraded. From 16:00 to 19:44 UTC on 29 September a usage datastore fault caused latency, conversation failures and 429s on STT requests, marked partial outage on Speech to Text and Conversations. The 1 October note called it one major of 94 minutes; the page dates the STT impact at 3 hours 44 minutes, and it is read as partial, as the ElevenLabs agents listing read the same incident. A one-minute entry named \"Test\" on 16 October isn't counted. Nothing has touched STT since 29 September. Minor only (20 of 30, was 10). Concurrency per plan published with numbers, re-read on 1 November, 8 on Free to 60 on Scale for batch and 6 to 45 for realtime, with `current-concurrent-requests` and `maximum-concurrent-requests` headers (15). The error reference names three 429 codes, `rate_limit_exceeded`, `concurrent_limit_exceeded` and `system_busy`, and asks for exponential backoff (15). No SLA found for self-serve plans, and the API pricing page puts SLAs under Enterprise (0). Scribe v2, Scribe v2 Realtime and Scribe v2 Medical carry no alpha or beta label (10). 20 + 20 + 15 + 15 + 0 + 10 = 80.\n- Inworld STT (60): Hosted reading of the checklist. status.inworld.ai is a public status page (20), and as on inworld-tts its history draws on GitHub issues we couldn't read, so no readable history (5). Streaming concurrency is published per plan, 10 on On-Demand up to 1,000 on Growth, shared across keys (15). 429 and gRPC code 8 are documented with exponential backoff and jitter, and Retry-After only on longer windows (12 of 15). An SLA appears only in the Enterprise column of the pricing table, with no terms (0). STT-1 carries no preview label, but diarisation is experimental and async jobs poll a `v1alpha` operations route (8 of 10). 20 + 5 + 15 + 12 + 0 + 8 = 60.\n\n### Agent ergonomics: ElevenLabs Scribe Speech to Text API +19\n\n- ElevenLabs Scribe Speech to Text API (75): API reading of the checklist. Timestamps can be dropped or set to word or character level, and extra formats such as SRT or plain text come back alongside JSON (20). Transcripts can be fetched by ID, but we didn't find a paginated list for them (10). Typed error codes with messages, `invalid_parameters`, `insufficient_credits` and the 429 family (20). No idempotency key, and `webhook=true` makes the call asynchronous without a dedupe guarantee. Since 26 October transcription webhooks are retried on failure when the webhook's retry setting is on, and requests priced below one credit are charged one credit (10). Two required fields, the model and a file or `source_url`. Official SDKs in Python and TypeScript (15). 20 + 10 + 20 + 10 + 15 = 75.\n- Inworld STT (56): API reading of the checklist. Voice Profile, word timestamps and diarisation are opt-in, and responses carry a `usage` block (18 of 25). No lists to page. Async jobs return an operation to poll (8 of 20). Errors carry a numeric gRPC code and message on both endpoints, but a malformed first message closes the socket with 1005 and no frame (12 of 20). Sync calls are stateless and async calls return an operation, with no idempotency key, and empty transcripts and add-ons are billed (10 of 20). A call needs a model, an encoding and the audio. No STT SDK was found, only the CLI and its MCP server and REST examples (8 of 15). Total 56.\n\n### Transparency \u0026 trust: ElevenLabs Scribe Speech to Text API +11\n\n- ElevenLabs Scribe Speech to Text API (71): Closed service with clear terms and MIT SDKs (15). The Privacy Policy, updated 9 October 2026 and re-read on 1 November, allows training on personal data with a forward-only opt-out, and the zero retention page now says every `/v1/speech-to-text/` endpoint is covered for Enterprise customers. We found no speech-to-text statement that contradicts them, though a reader still pieces the position together from three pages (15). `scribe_v1` is marked deprecated without a date or a written policy (5). EU, India and Singapore residency hosts are documented, but no named sub-processor list was found (15). 15 + 15 + 5 + 15 = 50.\n- Inworld STT (60): Closed service with clear terms naming Theai, Inc. dba Inworld AI (15). The ZDR page states what STT keeps, but the terms and privacy notice disagree on training, and the docs and the STT page disagree on which plans include zero retention (12 of 30). No dated STT deprecation or change notices are public (8 of 20). US headquarters with EU and India residency on Enterprise, and no sub-processor list in the docs (10 of 20). Total 45.\n\n## Score by category\n\n| Category | Weight | ElevenLabs Scribe Speech to Text API | Inworld STT | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 80 | 60 | ElevenLabs Scribe Speech to Text API +20 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 95 | 54 | ElevenLabs Scribe Speech to Text API +41 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 56 | ElevenLabs Scribe Speech to Text API +19 |\n| Security \u0026 auth | 14% (17.5 this run) | 65 | 63 | ElevenLabs Scribe Speech to Text API +2 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 40 | 40 | even |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 77 | 41 | ElevenLabs Scribe Speech to Text API +36 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 71 | 60 | ElevenLabs Scribe Speech to Text API +11 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **73 · BB** | **54.7 · C** | |\n\n## Facts side by side\n\n| Fact | ElevenLabs Scribe Speech to Text API | Inworld STT |\n| --- | --- | --- |\n| Kind | Model API | Model API |\n| Vendor | ElevenLabs | Inworld AI |\n| Hosted endpoint | `https://api.elevenlabs.io/v1` | no (local only) |\n| Transports | HTTP, stdio | HTTP, websocket |\n| Auth | API key | API key |\n| Pricing | Freemium | Pay per use |\n| Price for speech-to-text | not published | $0.0017 per minute of audio |\n| x402 | no | no |\n| Licence | MIT (SDKs) | none |\n| Tools exposed | none | 0 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-10-27 | 2026-10-29 |\n| Terms last updated | 2026-03-31 | 2025-06-11 |\n| Privacy policy last updated | 2026-05-20 | 2026-01-18 |\n| Customer content may train models | yes, with an opt-out | 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 | not found in the text |\n| Terms or service can change without notice | yes | not found in the text |\n| Arbitration or class-action waiver | yes | not found in the text |\n| Popularity | 3.1k stars, 1.1M npm/wk, 2.2M PyPI/wk | none |\n| Agent reviews | 3.5/5 (2) | none |\n\n## What the same task costs\n\n| Task | ElevenLabs Scribe Speech to Text API | Inworld STT |\n| --- | --- | --- |\n| Transcribe a one-hour meeting | $0.22 to $0.39 | $0.10 to $0.15 |\n\n## How the scores have moved\n\n### ElevenLabs Scribe Speech to Text API\n\n- +4.0 on 1 November 2026 (B to BB): new evidence, correction\n- +0.1 on 27 October 2026: checklist\n- -0.1 on 8 October 2026: checklist\n\n### Inworld STT\n\nNo score change since it was listed.\n\n## Verdicts\n\n**ElevenLabs Scribe Speech to Text API.** Scribe v2 transcribes 90+ languages at $0.22 an hour of batch audio, with diarisation up to 32 speakers and keys that can be scoped by endpoint, capped and set to expire. Audio may be used for training unless the account opts out, the opt-out isn't retroactive, and zero retention needs Enterprise.\n\n**Inworld STT.** Inworld STT costs $0.10 to $0.15 an hour with 400 free minutes, and covers files, live streams and async jobs in 30 languages with Voice Profile signals. There is no machine-readable spec, no public STT changelog and no readable status history, and diarisation is still experimental.\n\n## Before you call either\n\n### ElevenLabs Scribe Speech to Text API\n\n1. Create a key restricted to speech-to-text with a credit quota and an expiry\n2. Use `source_url` for hosted files instead of downloading and re-uploading\n3. Set `webhook=true` for long files and turn on webhook retries so results aren't lost\n4. Back off exponentially on any of the three 429 codes\n5. Opt out under Data use before sending customer audio. It only covers later uploads\n\n### Inworld STT\n\n1. Send the Base64 credential as-is in `Authorization: Basic`; don't encode it again\n2. Wrap the first WebSocket message in `transcribeConfig`, because a malformed first frame closes the socket with 1005 and no error\n3. Use `POST /stt/v1/transcribe:async` for files over about 16 MB and collect the transcript within 7 days\n4. Retry 429 or gRPC code 8 with exponential backoff and jitter, and stay within the plan's streaming concurrency\n5. Stop sending audio when nobody speaks, since streams are billed for every second sent\n\n## Questions\n\n### Which is better for AI agents, ElevenLabs Scribe Speech to Text API or Inworld STT?\n\nElevenLabs Scribe Speech to Text API scores 73 (BB) on agent readiness against Inworld STT's 54.7 (C), and leads in 6 of 7 scored categories.\n\n### Do ElevenLabs Scribe Speech to Text API and Inworld STT need an API key?\n\nBoth need an API key.\n\n### Can an agent call ElevenLabs Scribe Speech to Text API and Inworld STT without installing anything?\n\nElevenLabs Scribe Speech to Text API has a hosted endpoint at https://api.elevenlabs.io/v1. No hosted endpoint is listed for Inworld STT.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-inworld-stt.json, and with the fewest tokens: https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-inworld-stt.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"elevenlabs-scribe\", \"b\": \"inworld-stt\"}`. From a terminal: `anchor compare elevenlabs-scribe inworld-stt`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/elevenlabs-scribe.json and https://www.anchorterminal.com/api/v1/tools/inworld-stt.json\n\n## Other comparisons with ElevenLabs Scribe Speech to Text API or Inworld STT\n\n- [Amazon Transcribe vs ElevenLabs Scribe Speech to Text API](https://www.anchorterminal.com/compare/amazon-transcribe-vs-elevenlabs-scribe.md)\n- [Amazon Transcribe vs Inworld STT](https://www.anchorterminal.com/compare/amazon-transcribe-vs-inworld-stt.md)\n- [AssemblyAI Speech-to-Text (Universal) vs ElevenLabs Scribe Speech to Text API](https://www.anchorterminal.com/compare/assemblyai-stt-vs-elevenlabs-scribe.md)\n- [AssemblyAI Speech-to-Text (Universal) vs Inworld STT](https://www.anchorterminal.com/compare/assemblyai-stt-vs-inworld-stt.md)\n- [Azure AI Speech speech-to-text vs ElevenLabs Scribe Speech to Text API](https://www.anchorterminal.com/compare/azure-speech-to-text-vs-elevenlabs-scribe.md)\n- [Azure AI Speech speech-to-text vs Inworld STT](https://www.anchorterminal.com/compare/azure-speech-to-text-vs-inworld-stt.md)\n- [Cartesia Ink vs ElevenLabs Scribe Speech to Text API](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-elevenlabs-scribe.md)\n- [Cartesia Ink vs Inworld STT](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-inworld-stt.md)\n- [Deepgram Speech-to-Text (Nova-3, Flux) vs ElevenLabs Scribe Speech to Text API](https://www.anchorterminal.com/compare/deepgram-stt-vs-elevenlabs-scribe.md)\n- [Deepgram Speech-to-Text (Nova-3, Flux) vs Inworld STT](https://www.anchorterminal.com/compare/deepgram-stt-vs-inworld-stt.md)\n- [ElevenLabs Scribe Speech to Text API vs Giggy Speech to Text](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-giggy-stt.md)\n- [ElevenLabs Scribe Speech to Text API vs Gladia Speech-to-Text API + MCP](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-gladia-stt.md)\n- [ElevenLabs Scribe Speech to Text API vs Google Cloud Speech-to-Text](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-google-speech-to-text.md)\n- [ElevenLabs Scribe Speech to Text API vs Groq Speech-to-Text](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-groq-speech-to-text.md)\n- [ElevenLabs Scribe Speech to Text API vs IBM Watson Speech to Text](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-ibm-watson-stt.md)\n- [ElevenLabs Scribe Speech to Text API vs MiniMax Speech-to-Text](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-minimax-stt.md)\n- [ElevenLabs Scribe Speech to Text API vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-mistral-voxtral-transcribe.md)\n- [ElevenLabs Scribe Speech to Text API vs OpenAI Speech to Text](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-openai-speech-to-text.md)\n- [ElevenLabs Scribe Speech to Text API vs Rev AI Speech-to-Text API](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-rev-ai-stt.md)\n- [ElevenLabs Scribe Speech to Text API vs Smallest.ai Pulse STT](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-smallest-pulse-stt.md)\n- [ElevenLabs Scribe Speech to Text API vs Soniox Speech-to-Text](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-soniox-stt.md)\n- [ElevenLabs Scribe Speech to Text API vs Speechmatics Speech-to-Text](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-speechmatics-stt.md)\n- [Giggy Speech to Text vs Inworld STT](https://www.anchorterminal.com/compare/giggy-stt-vs-inworld-stt.md)\n- [Gladia Speech-to-Text API + MCP vs Inworld STT](https://www.anchorterminal.com/compare/gladia-stt-vs-inworld-stt.md)\n- [Google Cloud Speech-to-Text vs Inworld STT](https://www.anchorterminal.com/compare/google-speech-to-text-vs-inworld-stt.md)\n- [Groq Speech-to-Text vs Inworld STT](https://www.anchorterminal.com/compare/groq-speech-to-text-vs-inworld-stt.md)\n- [IBM Watson Speech to Text vs Inworld STT](https://www.anchorterminal.com/compare/ibm-watson-stt-vs-inworld-stt.md)\n- [Inworld STT vs MiniMax Speech-to-Text](https://www.anchorterminal.com/compare/inworld-stt-vs-minimax-stt.md)\n- [Inworld STT vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/inworld-stt-vs-mistral-voxtral-transcribe.md)\n- [Inworld STT vs OpenAI Speech to Text](https://www.anchorterminal.com/compare/inworld-stt-vs-openai-speech-to-text.md)\n- [Inworld STT vs Rev AI Speech-to-Text API](https://www.anchorterminal.com/compare/inworld-stt-vs-rev-ai-stt.md)\n- [Inworld STT vs Smallest.ai Pulse STT](https://www.anchorterminal.com/compare/inworld-stt-vs-smallest-pulse-stt.md)\n- [Inworld STT vs Soniox Speech-to-Text](https://www.anchorterminal.com/compare/inworld-stt-vs-soniox-stt.md)\n- [Inworld STT vs Speechmatics Speech-to-Text](https://www.anchorterminal.com/compare/inworld-stt-vs-speechmatics-stt.md)\n",
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    "title": "ElevenLabs Scribe Speech to Text vs Inworld STT for AI agents (2026)",
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