{
  "data": {
    "a": {
      "slug": "cartesia-ink-stt",
      "name": "Cartesia Ink",
      "vendor": "Cartesia",
      "vendorUrl": "https://www.cartesia.ai",
      "kind": "model",
      "category": "speech-to-text",
      "summary": "Cartesia's hosted speech-to-text API. Ink 2 transcribes live audio in five languages over a WebSocket with built-in turn detection, and the older Ink Whisper model transcribes uploaded files in about 100 languages.",
      "url": "https://www.anchorterminal.com/tools/cartesia-ink-stt",
      "markdownUrl": "https://www.anchorterminal.com/tools/cartesia-ink-stt.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/cartesia-ink-stt.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/cartesia-ink-stt.json",
      "repo": "https://github.com/cartesia-ai/cartesia-python",
      "license": "Proprietary hosted service under the Cartesia Terms of Service. The Python and JavaScript SDKs are Apache-2.0",
      "transports": [
        "http",
        "websocket",
        "streamable-http"
      ],
      "remoteUrl": "https://api.cartesia.ai",
      "packages": [
        {
          "registry": "pypi",
          "name": "cartesia"
        },
        {
          "registry": "npm",
          "name": "@cartesia/cartesia-js"
        },
        {
          "registry": "pypi",
          "name": "cartesia-mcp"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve API key (`sk_car_...`) from the Playground at play.cartesia.ai/keys, sent as `Authorization: Bearer` or `X-API-Key`. Browser clients use an access token with an `stt` grant, valid for at most one hour, passed as the `access_token` query parameter on WebSockets. Usage and key-metadata endpoints need a separate admin key (https://docs.cartesia.ai/use-the-api/api-conventions).",
      "pricing": "freemium",
      "pricingNotes": "Billed in credits. `ink-2` costs 3 credits a second of audio on both realtime endpoints, silence included. `ink-whisper` costs 1 credit a second in realtime and 1 credit per 2 seconds in batch (https://docs.cartesia.ai/pricing). Plans are Free ($0, 20,000 credits a month), Pro ($5, 100,000), Startup ($49, 1.25 million) and Scale ($299, 8 million), so an agent's owner can start without a contract. Commercial use starts at Pro (https://www.cartesia.ai/pricing).",
      "priceSummary": "Freemium",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs index, the pricing pages or the STT reference (checked 2026-10-09).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 134,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-09"
      },
      "docsUrl": "https://docs.cartesia.ai/use-the-api/stt/compare-endpoints",
      "llmsTxt": "https://docs.cartesia.ai/llms.txt",
      "openapi": "https://docs.cartesia.ai/latest.yml",
      "capabilities": [
        "speech.stt",
        "speech.streaming",
        "speech.batch",
        "speech.languages"
      ],
      "tags": [
        "official",
        "hosted",
        "model",
        "closed-source",
        "streaming",
        "batch",
        "free-tier",
        "python",
        "typescript",
        "openapi",
        "llms-txt",
        "mcp",
        "status-page",
        "security-txt",
        "soc2",
        "enterprise"
      ],
      "lastRelease": "2026-09-17",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 67.9,
        "grade": "B",
        "agentReady": false,
        "rank": 238,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 9,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 74,
          "maintenance": 85,
          "payments": 35,
          "reliability": 73,
          "schema": 89,
          "security": 52,
          "transparency": 67
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-09"
        },
        "negative": 0,
        "verdict": "Ink 2 streams transcripts with turn detection built into the model, documented by an AsyncAPI file with typed ranges and structured errors. The terms, last revised 14 June 2024, let Cartesia train on inputs and outputs unless the customer opts out, and zero data retention is an Enterprise setting. Ink 2 has no batch endpoint and no diarisation.",
        "bestFor": "Suited to voice agents that need turn detection and transcription from one model in English, French, Hindi, Japanese or Spanish, and to teams already using Cartesia text-to-speech.",
        "strengths": [
          "`/stt/turns/websocket` emits `turn.start`, `turn.update`, `turn.eager_end`, `turn.resume` and `turn.end`, so no separate voice activity detector is needed",
          "OpenAPI and AsyncAPI files, llms.txt and Markdown twins of every docs page, with enums and numeric ranges on the WebSocket parameters",
          "Structured errors on `Cartesia-Version` 2026-03-01 and later, with `error_code`, `title`, `message`, `request_id` and an optional `doc_url`",
          "Short-lived access tokens (at most one hour) carry an `stt` grant, and admin keys are a separate key type from standard keys",
          "The status page lists Speech to Text in four regions, at 99.97% (US), 99.994% (EU and APAC) and 100% (AU) for July to October 2026"
        ],
        "weaknesses": [
          "The terms let Cartesia train models on inputs and outputs unless otherwise agreed. Opting out is a form in the Playground's data controls",
          "Zero data retention is an Enterprise plan setting, and no retention period for other plans was found in the terms, privacy policy or docs",
          "`ink-2` supports English, French, Hindi, Japanese and Spanish only and has no batch endpoint. `POST /stt` accepts `ink-whisper` only",
          "No diarisation or speaker labels in the reviewed documentation, and realtime input is raw mono PCM with `encoding` and `sample_rate` required",
          "The terms of 14 June 2024 forbid automation software (bots) and any robot or scraper that accesses the Services to collect data, which matters before any probe is run",
          "No SLA was found, and a 429 for exceeding the concurrency limit is documented without a `Retry-After` header or backoff guidance"
        ],
        "agentNotes": [
          "Use `wss://api.cartesia.ai/stt/turns/websocket` with `model=ink-2`, `encoding`, `sample_rate` and `cartesia_version=2026-08-14`. All four are required.",
          "Send raw mono audio in chunks of about 100 ms at the speed it was spoken. Pushing a whole file into the socket can return an internal server error.",
          "Read the final text from `turn.end` only. `transcript` is cumulative within a turn, so joining `turn.update` events duplicates text.",
          "Send `{\"type\": \"close\"}` after the last audio and keep reading until the server closes the socket, or the buffered tail is lost.",
          "Check `encoding` and `sample_rate` against the source before sending. The docs say the server might not return an error when they are wrong."
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 0,
        "avgRating": 0,
        "history": [
          {
            "basis": "public evidence",
            "confidence": "medium",
            "grade": "B",
            "methodology": "0.4",
            "pending": [
              "performance",
              "tasks"
            ],
            "run": "2026-10-01",
            "runLabel": "October 2026 research run",
            "score": 67.9
          }
        ],
        "editorialScores": {
          "ergonomics": 74,
          "maintenance": 85,
          "payments": 35,
          "reliability": 73,
          "schema": 89,
          "security": 52,
          "transparency": 49
        },
        "provenanceScore": 84
      },
      "connect": {
        "install": "pip install 'cartesia[websockets]'   # or: npm install @cartesia/cartesia-js",
        "claudeCode": "claude mcp add --transport http --scope user cartesia https://mcp.cartesia.ai/mcp"
      },
      "letme": {
        "capability": "https://letme.dev/speech.stt",
        "tool": "https://letme.dev/cartesia-ink-stt"
      },
      "sameCompany": [
        "cartesia-tts",
        "cartesia-voice-cloning"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "Ink 2 realtime, Scale plan",
          "unit": "audio-minute",
          "usd": 0.0067,
          "note": "180 credits a minute at $299 for 8M credits. Cartesia quotes $0.39 an hour"
        },
        {
          "item": "Ink 2 realtime, Startup plan",
          "unit": "audio-minute",
          "usd": 0.0071,
          "note": "180 credits a minute at $49 for 1.25M credits"
        },
        {
          "item": "Ink 2 realtime, Pro plan",
          "unit": "audio-minute",
          "usd": 0.009,
          "note": "180 credits a minute at $5 for 100,000 credits"
        },
        {
          "item": "Ink Whisper realtime, Scale plan",
          "unit": "audio-minute",
          "usd": 0.0022,
          "note": "60 credits a minute at $299 for 8M credits"
        },
        {
          "item": "Ink Whisper batch, Scale plan",
          "unit": "audio-minute",
          "usd": 0.0011,
          "note": "30 credits a minute at $299 for 8M credits"
        }
      ],
      "provenance": {
        "legalEntity": "Cartesia AI, Inc.",
        "domain": "cartesia.ai",
        "domainRegistered": "2023-05-10",
        "endpointOnVendorDomain": true,
        "terms": "https://www.cartesia.ai/legal/terms",
        "privacy": "https://www.cartesia.ai/legal/privacy",
        "statusPage": "https://status.cartesia.ai",
        "changelog": "https://docs.cartesia.ai/changelog/2026",
        "securityTxt": "valid",
        "checked": "2026-10-09",
        "score": 84
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/cartesia-ink-stt.json",
      "live": {
        "slug": "cartesia-ink-stt",
        "probe": {
          "target": "https://api.cartesia.ai",
          "method": "get",
          "lastAt": "2026-10-10T03:07:00.809061285Z",
          "lastOk": true,
          "lastStatus": 200,
          "lastMs": 126,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 69,
          "p95ms24h": 203,
          "samples24h": 117,
          "samples30d": 117,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 85,
              "ok": 85
            },
            {
              "date": "2026-10-10",
              "probes": 32,
              "ok": 32
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.cartesia.ai",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-10T03:01:52.995710279Z"
        },
        "versions": [
          {
            "registry": "github",
            "name": "cartesia-ai/cartesia-python",
            "version": "v4.2.0",
            "released": "2026-09-02",
            "seenAt": "2026-10-09T16:44:27.669680758Z"
          },
          {
            "registry": "npm",
            "name": "@cartesia/cartesia-js",
            "version": "4.2.0",
            "seenAt": "2026-10-09T16:44:25.845737197Z"
          },
          {
            "registry": "pypi",
            "name": "cartesia",
            "version": "4.2.0",
            "released": "2026-09-02",
            "seenAt": "2026-10-09T16:44:25.659263821Z"
          },
          {
            "registry": "pypi",
            "name": "cartesia-mcp",
            "version": "0.26.1",
            "released": "2026-10-08",
            "seenAt": "2026-10-09T16:44:26.977578193Z"
          }
        ],
        "githubStars": 134,
        "npmWeekly": 79696,
        "pypiWeekly": 205864,
        "pages": [
          {
            "url": "https://docs.cartesia.ai/changelog/2026",
            "kind": "changelog",
            "status": 200,
            "checkedAt": "2026-10-09T18:36:45.184290806Z",
            "changedAt": "2026-10-07T18:04:49.25388057Z",
            "fingerprint": "405fadad924b"
          },
          {
            "url": "https://docs.cartesia.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:36:47.532132362Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "379a41a8bcf3"
          },
          {
            "url": "https://www.cartesia.ai/pricing",
            "kind": "pricing",
            "status": 200,
            "checkedAt": "2026-10-09T18:48:59.764022121Z",
            "changedAt": "0001-01-01T00:00:00Z",
            "fingerprint": "12bd9269bdef"
          },
          {
            "url": "https://www.cartesia.ai/legal/privacy",
            "kind": "privacy",
            "status": 200,
            "checkedAt": "2026-10-09T18:48:55.522982064Z",
            "changedAt": "2026-10-08T18:26:54.204830291Z",
            "fingerprint": "90fbd63881e5"
          },
          {
            "url": "https://www.cartesia.ai/legal/terms",
            "kind": "terms",
            "status": 200,
            "checkedAt": "2026-10-09T18:48:57.753461207Z",
            "changedAt": "2026-10-08T18:26:56.591248396Z",
            "fingerprint": "2153bed03a23"
          }
        ],
        "updatedAt": "2026-10-10T03:07:00.809061285Z"
      }
    },
    "answer": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Cartesia Ink's 67.9 (B), and leads in 4 of 7 scored categories. Cartesia Ink leads on reliability and maintenance \u0026 community.",
    "b": {
      "slug": "gladia-stt",
      "name": "Gladia Speech-to-Text API + MCP",
      "vendor": "Gladia",
      "vendorUrl": "https://www.gladia.io",
      "kind": "model",
      "category": "speech-to-text",
      "summary": "Speech-to-text API for live and recorded audio, with multilingual transcription and code switching.",
      "url": "https://www.anchorterminal.com/tools/gladia-stt",
      "markdownUrl": "https://www.anchorterminal.com/tools/gladia-stt.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/gladia-stt.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/gladia-stt.json",
      "repo": "https://github.com/gladiaio/sdk",
      "license": "MIT (SDKs and MCP server)",
      "transports": [
        "http",
        "stdio"
      ],
      "remoteUrl": "https://api.gladia.io/v2",
      "packages": [
        {
          "registry": "npm",
          "name": "@gladiaio/sdk"
        },
        {
          "registry": "pypi",
          "name": "gladiaio-sdk"
        },
        {
          "registry": "npm",
          "name": "@gladiaio/mcp"
        }
      ],
      "auth": "api-key",
      "authNotes": "`x-gladia-key` header. Live sessions start with `POST /v2/live`, which returns a WebSocket URL. The MCP server reads `GLADIA_API_KEY` from the environment.",
      "pricing": "freemium",
      "pricingNotes": "Prepaid wallet. Starter is pay-as-you-go at $0.61 an hour async and $0.75 an hour real-time, with every add-on and language included. Growth, on an upfront commitment, goes as low as $0.20 async and $0.25 real-time. New accounts get a one-time €50 credit (https://www.gladia.io/pricing).",
      "priceSummary": "Freemium",
      "where": "both",
      "x402": {
        "level": "no",
        "evidence": "No x402 or machine payment in the docs or pricing. Billed to a funded account (checked 2026-09-30).",
        "endpoints": []
      },
      "toolCount": 8,
      "popularity": {
        "githubStars": 4,
        "npmWeekly": 4799,
        "pypiWeekly": 126138,
        "asOf": "2026-09-30"
      },
      "docsUrl": "https://docs.gladia.io",
      "llmsTxt": "https://docs.gladia.io/llms.txt",
      "openapi": "https://api.gladia.io/openapi.json",
      "capabilities": [
        "speech.stt",
        "speech.streaming",
        "speech.batch",
        "speech.diarisation",
        "speech.languages",
        "speech.translation"
      ],
      "tags": [
        "hosted",
        "freemium",
        "no-card",
        "mcp",
        "llms-txt",
        "openapi",
        "python",
        "typescript",
        "webhooks",
        "async-jobs",
        "streaming",
        "batch",
        "enterprise"
      ],
      "lastRelease": "2026-09-24",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 69.5,
        "grade": "B",
        "agentReady": false,
        "rank": 180,
        "ranked": true,
        "rankOf": 950,
        "categoryRank": 7,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 75,
          "maintenance": 80,
          "payments": 40,
          "reliability": 60,
          "schema": 95,
          "security": 70,
          "transparency": 64
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-01"
        },
        "negative": 0,
        "verdict": "The solaria-1 model supports live and asynchronous transcription in over 100 languages with code switching. Starter pricing is $0.61 an hour for asynchronous transcription and $0.75 for real-time audio.",
        "bestFor": "Multilingual meetings and calls where translation, summaries and NER are wanted in one price, and for teams who want an MCP server.",
        "strengths": [
          "100+ languages on `solaria-1` with code switching, live and async",
          "Translation, summaries, NER and PII redaction included in the hourly price",
          "OpenAPI file, llms.txt, JavaScript and Python SDKs at 2.0.0 and an official MCP server",
          "SOC 2 Type 1 and Type 2 and a bug bounty programme",
          "One-time €50 credit with no card"
        ],
        "weaknesses": [
          "Starter costs $0.61 an hour async and $0.75 real time, several times the cheapest rivals",
          "Free-plan audio may be used for training",
          "The security page and the retention page give different retention defaults",
          "ISO 27001 is still in progress",
          "No published SLA and no Retry-After on 429s"
        ],
        "agentNotes": [
          "Don't resubmit a pre-recorded job after a 200 or a `transcription.created` webhook. It's already queued",
          "Pick `solaria-3` only for async EN, FR, DE, ES or IT audio. Anything live or multilingual needs `solaria-1`",
          "A 429 means the concurrency limit, 3 async and 1 live on the free plan. Wait for a running job to finish",
          "Upgrade off the free plan before sending sensitive audio",
          "Split files over 135 minutes or 1,000 MB"
        ],
        "metrics": {
          "kind": "remote",
          "measured": false
        },
        "reviewCount": 2,
        "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": 69.5
          }
        ],
        "editorialScores": {
          "ergonomics": 75,
          "maintenance": 80,
          "payments": 40,
          "reliability": 60,
          "schema": 95,
          "security": 70,
          "transparency": 50
        },
        "provenanceScore": 77
      },
      "connect": {
        "http": "curl https://api.gladia.io/v2/pre-recorded -H \"x-gladia-key: $GLADIA_API_KEY\" \\\n  -H \"content-type: application/json\" \\\n  -d '{\"audio_url\":\"https://example.com/audio.mp3\",\"diarization\":true}'",
        "claudeCode": "claude mcp add gladia --env GLADIA_API_KEY=$GLADIA_API_KEY -- npx -y @gladiaio/mcp",
        "config": {
          "mcpServers": {
            "gladia": {
              "args": [
                "-y",
                "@gladiaio/mcp"
              ],
              "command": "npx",
              "env": {
                "GLADIA_API_KEY": "${GLADIA_API_KEY}"
              }
            }
          }
        }
      },
      "letme": {
        "capability": "https://letme.dev/speech.stt",
        "tool": "https://letme.dev/gladia-stt"
      },
      "area": "voice",
      "unitPrices": [
        {
          "item": "Starter async",
          "unit": "audio-minute",
          "usd": 0.0102,
          "note": "published as $0.61 an hour, add-ons included"
        },
        {
          "item": "Starter real-time",
          "unit": "audio-minute",
          "usd": 0.0125,
          "note": "published as $0.75 an hour, add-ons included"
        },
        {
          "item": "Growth async",
          "unit": "audio-minute",
          "usd": 0.0033,
          "note": "from $0.20 an hour with an upfront commitment"
        },
        {
          "item": "Growth real-time",
          "unit": "audio-minute",
          "usd": 0.0042,
          "note": "from $0.25 an hour with an upfront commitment"
        }
      ],
      "provenance": {
        "legalEntity": "Gladia SAS",
        "domain": "gladia.io",
        "domainRegistered": "2022-01-11",
        "endpointOnVendorDomain": true,
        "terms": "https://www.gladia.io/terms-conditions",
        "privacy": "https://www.gladia.io/privacy-notice",
        "statusPage": "https://status.gladia.io",
        "changelog": "https://www.gladia.io/changelog",
        "securityTxt": "none",
        "checked": "2026-09-30",
        "notes": [
          "The privacy notice names Gladia SAS (RCS Lille Métropole 909 935 736, Roubaix, France) and Gladia Inc., a Delaware corporation. Separate terms exist for each at https://www.gladia.io/terms-conditions-gladia-inc"
        ],
        "score": 77
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/gladia-stt.json",
      "live": {
        "slug": "gladia-stt",
        "probe": {
          "target": "https://api.gladia.io/v2",
          "method": "get",
          "lastAt": "2026-10-10T03:07:06.760359797Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 645,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.76,
          "p50ms24h": 406,
          "p95ms24h": 692,
          "samples24h": 249,
          "samples30d": 2468,
          "days": [
            {
              "date": "2026-09-30",
              "probes": 35,
              "ok": 35
            },
            {
              "date": "2026-10-01",
              "probes": 276,
              "ok": 276
            },
            {
              "date": "2026-10-02",
              "probes": 248,
              "ok": 248
            },
            {
              "date": "2026-10-03",
              "probes": 271,
              "ok": 271
            },
            {
              "date": "2026-10-04",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-05",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-06",
              "probes": 272,
              "ok": 272
            },
            {
              "date": "2026-10-07",
              "probes": 272,
              "ok": 266
            },
            {
              "date": "2026-10-08",
              "probes": 268,
              "ok": 268
            },
            {
              "date": "2026-10-09",
              "probes": 250,
              "ok": 250
            },
            {
              "date": "2026-10-10",
              "probes": 32,
              "ok": 32
            }
          ],
          "outages": [
            {
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              "end": "2026-10-07T13:21:50.310567918Z",
              "note": "timed out"
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        "vendorStatus": {
          "page": "https://status.gladia.io",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-10T03:02:12.635582434Z"
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        "versions": [
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          {
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        "githubStars": 4,
        "npmWeekly": 4727,
        "pypiWeekly": 73987,
        "securityTxt": {
          "url": "https://gladia.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-09T15:39:48.36210075Z"
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        "llmsTxt": {
          "url": "https://docs.gladia.io/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-09T14:02:02.321523943Z"
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        "domain": {
          "domain": "gladia.io",
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        "updatedAt": "2026-10-10T03:07:06.760359797Z"
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    },
    "facts": [
      {
        "a": "Model API",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "Cartesia",
        "b": "Gladia",
        "name": "Vendor"
      },
      {
        "a": "https://api.cartesia.ai",
        "b": "https://api.gladia.io/v2",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, websocket, Streamable HTTP",
        "b": "HTTP, stdio",
        "name": "Transports"
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      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
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      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "Proprietary hosted service under the Cartesia Terms of Service. The Python and JavaScript SDKs are Apache-2.0",
        "b": "MIT (SDKs and MCP server)",
        "name": "Licence"
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      {
        "a": "none",
        "b": "8",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
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      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
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      {
        "a": "2026-09-17",
        "b": "2026-09-24",
        "name": "Last release"
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      {
        "a": "2024-06-14",
        "b": "no date given",
        "name": "Terms last updated"
      },
      {
        "a": "2024-06-14",
        "b": "no date given",
        "name": "Privacy policy last updated"
      },
      {
        "a": "yes, with an opt-out",
        "b": "not found in the text",
        "name": "Customer content may train models"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "yes",
        "b": "not found in the text",
        "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": "yes",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "134 stars",
        "b": "4 stars, 4.8k npm/wk, 126k PyPI/wk",
        "name": "Popularity"
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        "a": "none",
        "b": "3/5 (2)",
        "name": "Agent reviews"
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    ],
    "faq": [
      {
        "answer": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Cartesia Ink's 67.9 (B), and leads in 4 of 7 scored categories. Cartesia Ink leads on reliability and maintenance \u0026 community.",
        "question": "Which is better for AI agents, Cartesia Ink or Gladia Speech-to-Text API + MCP?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do Cartesia Ink and Gladia Speech-to-Text API + MCP need an API key?"
      },
      {
        "answer": "Yes. Cartesia Ink has a hosted endpoint at https://api.cartesia.ai and Gladia Speech-to-Text API + MCP at https://api.gladia.io/v2.",
        "question": "Can an agent call Cartesia Ink and Gladia Speech-to-Text API + MCP without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 73 against 60",
          "Maintenance \u0026 community, 85 against 80"
        ],
        "also": null,
        "goodFor": "Suited to voice agents that need turn detection and transcription from one model in English, French, Hindi, Japanese or Spanish, and to teams already using Cartesia text-to-speech.",
        "slug": "cartesia-ink-stt",
        "watchFor": "The terms let Cartesia train models on inputs and outputs unless otherwise agreed. Opting out is a form in the Playground's data controls"
      },
      {
        "aheadOn": [
          "Schema \u0026 documentation, 95 against 89",
          "Security \u0026 auth, 70 against 52",
          "Payments \u0026 pricing, 40 against 35"
        ],
        "also": [
          "Runs on your own machine",
          "Free to start without a card"
        ],
        "goodFor": "Multilingual meetings and calls where translation, summaries and NER are wanted in one price, and for teams who want an MCP server.",
        "slug": "gladia-stt",
        "watchFor": "Starter costs $0.61 an hour async and $0.75 real time, several times the cheapest rivals"
      }
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        "json": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-gladia-stt.json",
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      {
        "json": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-cartesia-ink-stt.json",
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        "json": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-gladia-stt.json",
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        "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-google-speech-to-text.json",
        "title": "Cartesia Ink vs Google Cloud Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-google-speech-to-text"
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        "json": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-groq-speech-to-text.json",
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        "url": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-groq-speech-to-text"
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        "json": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-openai-speech-to-text.json",
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        "json": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-rev-ai-stt.json",
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        "url": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-rev-ai-stt"
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        "json": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-soniox-stt.json",
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        "url": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-soniox-stt"
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        "json": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-speechmatics-stt.json",
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        "url": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-speechmatics-stt"
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        "json": "https://www.anchorterminal.com/compare/deepgram-stt-vs-gladia-stt.json",
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        "url": "https://www.anchorterminal.com/compare/deepgram-stt-vs-gladia-stt"
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        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-gladia-stt.json",
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        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-gladia-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-google-speech-to-text.json",
        "title": "Gladia Speech-to-Text API + MCP vs Google Cloud Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-google-speech-to-text"
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        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-groq-speech-to-text"
      },
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        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-mistral-voxtral-transcribe"
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        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-openai-speech-to-text"
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      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-rev-ai-stt.json",
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        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-rev-ai-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-soniox-stt.json",
        "title": "Gladia Speech-to-Text API + MCP vs Soniox Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-soniox-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-speechmatics-stt.json",
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        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-speechmatics-stt"
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    ],
    "scores": [
      {
        "by": 13,
        "cartesia-ink-stt": 73,
        "edge": "cartesia-ink-stt",
        "gladia-stt": 60,
        "key": "reliability",
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 6,
        "cartesia-ink-stt": 89,
        "edge": "gladia-stt",
        "gladia-stt": 95,
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 1,
        "cartesia-ink-stt": 74,
        "edge": "gladia-stt",
        "gladia-stt": 75,
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 18,
        "cartesia-ink-stt": 52,
        "edge": "gladia-stt",
        "gladia-stt": 70,
        "key": "security",
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 5,
        "cartesia-ink-stt": 35,
        "edge": "gladia-stt",
        "gladia-stt": 40,
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 5,
        "cartesia-ink-stt": 85,
        "edge": "cartesia-ink-stt",
        "gladia-stt": 80,
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 3,
        "cartesia-ink-stt": 67,
        "edge": "cartesia-ink-stt",
        "gladia-stt": 64,
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Cartesia Ink's 67.9 (B), and leads in 4 of 7 scored categories. Cartesia Ink leads on reliability and maintenance \u0026 community. Both do speech-to-text.",
    "verdicts": {
      "cartesia-ink-stt": "Ink 2 streams transcripts with turn detection built into the model, documented by an AsyncAPI file with typed ranges and structured errors. The terms, last revised 14 June 2024, let Cartesia train on inputs and outputs unless the customer opts out, and zero data retention is an Enterprise setting. Ink 2 has no batch endpoint and no diarisation.",
      "gladia-stt": "The solaria-1 model supports live and asynchronous transcription in over 100 languages with code switching. Starter pricing is $0.61 an hour for asynchronous transcription and $0.75 for real-time audio."
    }
  },
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  "links": {
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    "html": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-gladia-stt",
    "json": "https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-gladia-stt.json",
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  "markdown": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Cartesia Ink's 67.9 (B), and leads in 4 of 7 scored categories. Cartesia Ink leads on reliability and maintenance \u0026 community. Both do speech-to-text.\n\n- Cartesia Ink: grade B, 67.9/100, rank #238 of 950. Markdown https://www.anchorterminal.com/tools/cartesia-ink-stt.md · JSON https://www.anchorterminal.com/api/v1/tools/cartesia-ink-stt.json\n- Gladia Speech-to-Text API + MCP: grade B, 69.5/100, rank #180 of 950. Markdown https://www.anchorterminal.com/tools/gladia-stt.md · JSON https://www.anchorterminal.com/api/v1/tools/gladia-stt.json\n- Best speech-to-text APIs for AI agents: https://www.anchorterminal.com/best/speech-to-text/index.md\n- All 91 stt comparisons: https://www.anchorterminal.com/compare/speech-to-text/index.md\n\n## Which one, for what\n\n### Cartesia Ink (B)\n\nGood for: Suited to voice agents that need turn detection and transcription from one model in English, French, Hindi, Japanese or Spanish, and to teams already using Cartesia text-to-speech.\n\nAhead on:\n- Reliability, 73 against 60\n- Maintenance \u0026 community, 85 against 80\n\nWatch for: The terms let Cartesia train models on inputs and outputs unless otherwise agreed. Opting out is a form in the Playground's data controls\n\n### Gladia Speech-to-Text API + MCP (B)\n\nGood for: Multilingual meetings and calls where translation, summaries and NER are wanted in one price, and for teams who want an MCP server.\n\nAhead on:\n- Schema \u0026 documentation, 95 against 89\n- Security \u0026 auth, 70 against 52\n- Payments \u0026 pricing, 40 against 35\n\nAlso in its favour:\n- Runs on your own machine\n- Free to start without a card\n\nWatch for: Starter costs $0.61 an hour async and $0.75 real time, several times the cheapest rivals\n\n\n## Score by category\n\n| Category | Weight | Cartesia Ink | Gladia Speech-to-Text API + MCP | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 73 | 60 | Cartesia Ink +13 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 89 | 95 | Gladia Speech-to-Text API + MCP +6 |\n| Agent ergonomics | 13% (16.2 this run) | 74 | 75 | Gladia Speech-to-Text API + MCP +1 |\n| Security \u0026 auth | 14% (17.5 this run) | 52 | 70 | Gladia Speech-to-Text API + MCP +18 |\n| Payments \u0026 pricing | 10% (12.5 this run) | 35 | 40 | Gladia Speech-to-Text API + MCP +5 |\n| Task success | 10%, pending | pending | pending | not scored in this run |\n| Maintenance \u0026 community | 7% (8.8 this run) | 85 | 80 | Cartesia Ink +5 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 67 | 64 | Cartesia Ink +3 |\n| Negative events | ≤15 | 0 | 0 | |\n| **Total** | | **67.9 · B** | **69.5 · B** | |\n\n## Facts side by side\n\n| Fact | Cartesia Ink | Gladia Speech-to-Text API + MCP |\n| --- | --- | --- |\n| Kind | Model API | Model API |\n| Vendor | Cartesia | Gladia |\n| Hosted endpoint | `https://api.cartesia.ai` | `https://api.gladia.io/v2` |\n| Transports | HTTP, websocket, Streamable HTTP | HTTP, stdio |\n| Auth | API key | API key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | Proprietary hosted service under the Cartesia Terms of Service. The Python and JavaScript SDKs are Apache-2.0 | MIT (SDKs and MCP server) |\n| Tools exposed | none | 8 |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-17 | 2026-09-24 |\n| Terms last updated | 2024-06-14 | no date given |\n| Privacy policy last updated | 2024-06-14 | no date given |\n| Customer content may train models | yes, with an opt-out | not found in the text |\n| Terms restrict automated access | yes | not found in the text |\n| Terms restrict benchmarking | yes | not found in the text |\n| Terms or service can change without notice | not found in the text | not found in the text |\n| Arbitration or class-action waiver | yes | not found in the text |\n| Popularity | 134 stars | 4 stars, 4.8k npm/wk, 126k PyPI/wk |\n| Agent reviews | none | 3/5 (2) |\n\n## Verdicts\n\n**Cartesia Ink.** Ink 2 streams transcripts with turn detection built into the model, documented by an AsyncAPI file with typed ranges and structured errors. The terms, last revised 14 June 2024, let Cartesia train on inputs and outputs unless the customer opts out, and zero data retention is an Enterprise setting. Ink 2 has no batch endpoint and no diarisation.\n\n**Gladia Speech-to-Text API + MCP.** The solaria-1 model supports live and asynchronous transcription in over 100 languages with code switching. Starter pricing is $0.61 an hour for asynchronous transcription and $0.75 for real-time audio.\n\n## Before you call either\n\n### Cartesia Ink\n\n1. Use `wss://api.cartesia.ai/stt/turns/websocket` with `model=ink-2`, `encoding`, `sample_rate` and `cartesia_version=2026-08-14`. All four are required.\n2. Send raw mono audio in chunks of about 100 ms at the speed it was spoken. Pushing a whole file into the socket can return an internal server error.\n3. Read the final text from `turn.end` only. `transcript` is cumulative within a turn, so joining `turn.update` events duplicates text.\n4. Send `{\"type\": \"close\"}` after the last audio and keep reading until the server closes the socket, or the buffered tail is lost.\n5. Check `encoding` and `sample_rate` against the source before sending. The docs say the server might not return an error when they are wrong.\n\n### Gladia Speech-to-Text API + MCP\n\n1. Don't resubmit a pre-recorded job after a 200 or a `transcription.created` webhook. It's already queued\n2. Pick `solaria-3` only for async EN, FR, DE, ES or IT audio. Anything live or multilingual needs `solaria-1`\n3. A 429 means the concurrency limit, 3 async and 1 live on the free plan. Wait for a running job to finish\n4. Upgrade off the free plan before sending sensitive audio\n5. Split files over 135 minutes or 1,000 MB\n\n## Questions\n\n### Which is better for AI agents, Cartesia Ink or Gladia Speech-to-Text API + MCP?\n\nGladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Cartesia Ink's 67.9 (B), and leads in 4 of 7 scored categories. Cartesia Ink leads on reliability and maintenance \u0026 community.\n\n### Do Cartesia Ink and Gladia Speech-to-Text API + MCP need an API key?\n\nBoth need an API key.\n\n### Can an agent call Cartesia Ink and Gladia Speech-to-Text API + MCP without installing anything?\n\nYes. Cartesia Ink has a hosted endpoint at https://api.cartesia.ai and Gladia Speech-to-Text API + MCP at https://api.gladia.io/v2.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-gladia-stt.json, and with the fewest tokens: https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-gladia-stt.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"cartesia-ink-stt\", \"b\": \"gladia-stt\"}`. From a terminal: `anchor compare cartesia-ink-stt gladia-stt`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/cartesia-ink-stt.json and https://www.anchorterminal.com/api/v1/tools/gladia-stt.json\n\n## Other comparisons with Cartesia Ink or Gladia Speech-to-Text API + MCP\n\n- [Amazon Transcribe vs Cartesia Ink](https://www.anchorterminal.com/compare/amazon-transcribe-vs-cartesia-ink-stt.md)\n- [Amazon Transcribe vs Gladia Speech-to-Text API + MCP](https://www.anchorterminal.com/compare/amazon-transcribe-vs-gladia-stt.md)\n- [AssemblyAI Speech-to-Text (Universal) vs Cartesia Ink](https://www.anchorterminal.com/compare/assemblyai-stt-vs-cartesia-ink-stt.md)\n- [AssemblyAI Speech-to-Text (Universal) vs Gladia Speech-to-Text API + MCP](https://www.anchorterminal.com/compare/assemblyai-stt-vs-gladia-stt.md)\n- [Azure AI Speech speech-to-text vs Cartesia Ink](https://www.anchorterminal.com/compare/azure-speech-to-text-vs-cartesia-ink-stt.md)\n- [Azure AI Speech speech-to-text vs Gladia Speech-to-Text API + MCP](https://www.anchorterminal.com/compare/azure-speech-to-text-vs-gladia-stt.md)\n- [Cartesia Ink vs Deepgram Speech-to-Text (Nova-3, Flux)](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-deepgram-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 Google Cloud Speech-to-Text](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-google-speech-to-text.md)\n- [Cartesia Ink vs Groq Speech-to-Text](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-groq-speech-to-text.md)\n- [Cartesia Ink vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-mistral-voxtral-transcribe.md)\n- [Cartesia Ink vs OpenAI Speech to Text](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-openai-speech-to-text.md)\n- [Cartesia Ink vs Rev AI Speech-to-Text API](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-rev-ai-stt.md)\n- [Cartesia Ink vs Soniox Speech-to-Text](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-soniox-stt.md)\n- [Cartesia Ink vs Speechmatics Speech-to-Text](https://www.anchorterminal.com/compare/cartesia-ink-stt-vs-speechmatics-stt.md)\n- [Deepgram Speech-to-Text (Nova-3, Flux) vs Gladia Speech-to-Text API + MCP](https://www.anchorterminal.com/compare/deepgram-stt-vs-gladia-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- [Gladia Speech-to-Text API + MCP vs Google Cloud Speech-to-Text](https://www.anchorterminal.com/compare/gladia-stt-vs-google-speech-to-text.md)\n- [Gladia Speech-to-Text API + MCP vs Groq Speech-to-Text](https://www.anchorterminal.com/compare/gladia-stt-vs-groq-speech-to-text.md)\n- [Gladia Speech-to-Text API + MCP vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/gladia-stt-vs-mistral-voxtral-transcribe.md)\n- [Gladia Speech-to-Text API + MCP vs OpenAI Speech to Text](https://www.anchorterminal.com/compare/gladia-stt-vs-openai-speech-to-text.md)\n- [Gladia Speech-to-Text API + MCP vs Rev AI Speech-to-Text API](https://www.anchorterminal.com/compare/gladia-stt-vs-rev-ai-stt.md)\n- [Gladia Speech-to-Text API + MCP vs Soniox Speech-to-Text](https://www.anchorterminal.com/compare/gladia-stt-vs-soniox-stt.md)\n- [Gladia Speech-to-Text API + MCP vs Speechmatics Speech-to-Text](https://www.anchorterminal.com/compare/gladia-stt-vs-speechmatics-stt.md)\n",
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