{
  "data": {
    "a": {
      "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": 171,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 6,
        "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": "2026-10-09T11:46:29.3311223Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 330,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 99.74,
          "p50ms24h": 419,
          "p95ms24h": 802,
          "samples24h": 259,
          "samples30d": 2311,
          "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": 125,
              "ok": 125
            }
          ],
          "outages": [
            {
              "start": "2026-10-07T12:49:45.159769611Z",
              "end": "2026-10-07T13:21:50.310567918Z",
              "note": "timed out"
            }
          ]
        },
        "vendorStatus": {
          "page": "https://status.gladia.io",
          "indicator": "none",
          "summary": "All Systems Operational",
          "checkedAt": "2026-10-09T11:39:29.268407486Z"
        },
        "versions": [
          {
            "registry": "npm",
            "name": "@gladiaio/mcp",
            "version": "0.1.1",
            "seenAt": "2026-10-08T16:13:10.981051919Z"
          },
          {
            "registry": "npm",
            "name": "@gladiaio/sdk",
            "version": "2.1.0",
            "seenAt": "2026-10-08T16:13:07.40772687Z"
          },
          {
            "registry": "pypi",
            "name": "gladiaio-sdk",
            "version": "2.1.0",
            "released": "2026-09-18",
            "seenAt": "2026-10-08T16:13:10.788250826Z"
          }
        ],
        "githubStars": 4,
        "npmWeekly": 5477,
        "pypiWeekly": 93410,
        "securityTxt": {
          "url": "https://gladia.io/.well-known/security.txt",
          "state": "none",
          "checkedAt": "2026-10-08T15:39:02.162204255Z"
        },
        "llmsTxt": {
          "url": "https://docs.gladia.io/llms.txt",
          "ok": true,
          "status": 200,
          "checkedAt": "2026-10-08T14:00:27.431411176Z"
        },
        "domain": {
          "domain": "gladia.io",
          "checkedAt": "2026-10-04T13:09:15.943536897Z"
        },
        "pages": [
          {
            "url": "https://www.gladia.io/changelog",
            "kind": "changelog",
            "status": 304,
            "checkedAt": "2026-10-08T18:27:58.859555821Z",
            "changedAt": "2026-10-07T18:12:05.714870717Z",
            "fingerprint": "8eed245f3b8f"
          },
          {
            "url": "https://www.gladia.io/pricing",
            "kind": "pricing",
            "status": 304,
            "checkedAt": "2026-10-08T18:28:00.872651847Z",
            "changedAt": "2026-10-07T18:12:08.084427023Z",
            "fingerprint": "9ee8027326a1"
          },
          {
            "url": "https://www.gladia.io/privacy-notice",
            "kind": "privacy",
            "status": 304,
            "checkedAt": "2026-10-08T18:28:02.875520887Z",
            "changedAt": "2026-10-07T18:12:09.916244793Z",
            "fingerprint": "fcd067c3b676"
          },
          {
            "url": "https://www.gladia.io/terms-conditions",
            "kind": "terms",
            "status": 304,
            "checkedAt": "2026-10-08T18:28:04.866615075Z",
            "changedAt": "2026-10-07T18:12:11.959009905Z",
            "fingerprint": "11bab7319dd6"
          }
        ],
        "updatedAt": "2026-10-09T11:46:29.3311223Z"
      }
    },
    "answer": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Mistral Voxtral Transcribe's 64.1 (B), and leads in 3 of 7 scored categories. Mistral Voxtral Transcribe leads on transparency \u0026 trust.",
    "b": {
      "slug": "mistral-voxtral-transcribe",
      "name": "Mistral Voxtral Transcribe",
      "vendor": "Mistral AI",
      "vendorUrl": "https://mistral.ai",
      "kind": "model",
      "category": "speech-to-text",
      "summary": "Mistral AI's speech-to-text API. Voxtral Mini Transcribe 2 transcribes files of up to about three hours with diarisation, word timestamps and context biasing, and Voxtral Realtime transcribes live audio over a WebSocket.",
      "url": "https://www.anchorterminal.com/tools/mistral-voxtral-transcribe",
      "markdownUrl": "https://www.anchorterminal.com/tools/mistral-voxtral-transcribe.md",
      "slimMarkdownUrl": "https://www.anchorterminal.com/tools/mistral-voxtral-transcribe.min.md",
      "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/mistral-voxtral-transcribe.json",
      "repo": "https://github.com/mistralai/client-python",
      "license": "Proprietary hosted service under Mistral's commercial terms. Voxtral Mini 4B Realtime weights and the SDKs are Apache-2.0",
      "transports": [
        "http",
        "websocket"
      ],
      "remoteUrl": "https://api.mistral.ai/v1",
      "packages": [
        {
          "registry": "pypi",
          "name": "mistralai"
        },
        {
          "registry": "npm",
          "name": "@mistralai/mistralai"
        }
      ],
      "auth": "api-key",
      "authNotes": "Self-serve bearer key from Studio, bound to one workspace, with an optional expiry date. Browser realtime clients use `rt_` tokens minted at `POST /v1/client/sessions`, valid about 900 seconds for one model (https://docs.mistral.ai/studio/audio/speech_to_text/realtime_transcription/client_auth).",
      "pricing": "freemium",
      "pricingNotes": "$0.003 per audio minute for Voxtral Mini Transcribe 2 and $0.006 for Voxtral Mini Transcribe Realtime (model cards on docs.mistral.ai, https://mistral.ai/pricing/api/). Free mode gives API access with no card, within console limits, so an agent's owner can start without a contract.",
      "priceSummary": "Freemium",
      "where": "hosted",
      "x402": {
        "level": "no",
        "evidence": "No x402, MPP or L402 in the docs, the OpenAPI document or the pricing page (checked 2026-10-08).",
        "endpoints": []
      },
      "toolCount": null,
      "popularity": {
        "githubStars": 773,
        "npmWeekly": null,
        "pypiWeekly": null,
        "asOf": "2026-10-08"
      },
      "docsUrl": "https://docs.mistral.ai/studio/audio/speech_to_text",
      "llmsTxt": "https://docs.mistral.ai/llms.txt",
      "openapi": "https://docs.mistral.ai/openapi.yaml",
      "capabilities": [
        "speech.stt",
        "speech.batch",
        "speech.streaming",
        "speech.diarisation",
        "speech.languages"
      ],
      "tags": [
        "official",
        "hosted",
        "model",
        "eu",
        "free-tier",
        "openapi",
        "llms-txt",
        "python",
        "typescript",
        "streaming",
        "batch",
        "open-weights"
      ],
      "lastRelease": "2026-02-04",
      "graded": true,
      "anchor": {
        "graded": true,
        "score": 64.1,
        "grade": "B",
        "agentReady": false,
        "rank": 329,
        "ranked": true,
        "rankOf": 842,
        "categoryRank": 10,
        "methodology": "0.4",
        "run": "2026-10-01",
        "scores": {
          "ergonomics": 77,
          "maintenance": 66,
          "payments": 40,
          "reliability": 53,
          "schema": 85,
          "security": 70,
          "transparency": 82
        },
        "pending": [
          "performance",
          "tasks"
        ],
        "assessment": {
          "confidence": "medium",
          "date": "2026-10-08"
        },
        "negative": -3,
        "negativeNotes": [
          "2026-05-12. Compromised `mistralai` 2.4.6 on PyPI ran a credential-harvesting script on import for about three hours, and three `@mistralai/mistralai` versions on npm were also replaced. Mistral published advisory MAI-2026-002, removed the packages and closed its investigation on 14 May. Fixed and documented, so 3 points. https://docs.mistral.ai/resources/security-advisories/MAI-2026-002"
        ],
        "verdict": "Batch transcription costs $0.003 a minute and takes one multipart call with a file, a URL or an uploaded file ID. Rate limit numbers are shown only in the console, and timestamps cannot be combined with a set language, nor diarisation with the realtime model.",
        "bestFor": "Suited to low-cost batch transcription with diarisation in the 13 supported languages, and to live captions or voice agents that can run without speaker labels.",
        "strengths": [
          "Published prices of $0.003 a minute for Voxtral Mini Transcribe 2 and $0.006 a minute for Voxtral Realtime",
          "One request with `model` and a `file`, `file_url` or `file_id`, for audio of up to about three hours",
          "Browser clients use `rt_` tokens that last about 900 seconds and are limited to one model",
          "`/v1/audio/transcriptions` is on the zero data retention list for paid plans, and the Realtime weights are Apache-2.0 on Hugging Face",
          "OpenAPI document, llms.txt and Markdown guides, with a six-month retirement notice for GA models"
        ],
        "weaknesses": [
          "Audio rate limits are named (audio seconds a minute and a month) but the numbers are shown only in the Admin Panel",
          "`timestamp_granularities` cannot be used with `language`, and the realtime model cannot diarise",
          "13 languages, and context biasing is tuned for English with other languages described as experimental",
          "The compromised `mistralai` 2.4.6 on PyPI harvested credentials on import for three hours on 12 May 2026",
          "No SLA found, and status.mistral.ai answered our requests with a bot check on 8 October 2026",
          "The Studio MCP server has no transcription tool"
        ],
        "agentNotes": [
          "Send `model=voxtral-mini-latest` and one of `file`, `file_url` or `file_id` as multipart form fields to `/v1/audio/transcriptions`",
          "Leave `language` out when you ask for `timestamp_granularities`, the docs say the two are not compatible",
          "Use the batch endpoint for diarisation. `voxtral-mini-transcribe-realtime-2602` does not accept `diarize`",
          "Pin `voxtral-mini-2602` if output must not change, since `-latest` aliases can move",
          "Mint browser tokens with `POST /v1/client/sessions` close to connection time and pass them in `Sec-WebSocket-Protocol`, never the API key"
        ],
        "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": 64.1
          }
        ],
        "editorialScores": {
          "ergonomics": 77,
          "maintenance": 66,
          "payments": 40,
          "reliability": 53,
          "schema": 85,
          "security": 70,
          "transparency": 73
        },
        "provenanceScore": 91
      },
      "connect": {
        "install": "pip install mistralai   # realtime: pip install \"mistralai[realtime]\"   # or: npm i @mistralai/mistralai",
        "http": "curl --location 'https://api.mistral.ai/v1/audio/transcriptions' \\\n  --header \"x-api-key: $MISTRAL_API_KEY\" \\\n  --form 'file_url=\"https://docs.mistral.ai/audio/obama.mp3\"' \\\n  --form 'model=\"voxtral-mini-latest\"'"
      },
      "letme": {
        "capability": "https://letme.dev/speech.stt",
        "tool": "https://letme.dev/mistral-voxtral-transcribe"
      },
      "sameCompany": [
        "mistral-api",
        "mistral-embeddings",
        "mistral-moderation",
        "mistral-ocr"
      ],
      "area": "voice",
      "unitPrices": [
        {
          "item": "Voxtral Mini Transcribe 2 (batch)",
          "unit": "audio-minute",
          "usd": 0.003
        },
        {
          "item": "Voxtral Mini Transcribe Realtime",
          "unit": "audio-minute",
          "usd": 0.006
        }
      ],
      "provenance": {
        "legalEntity": "Mistral AI (RCS Paris 952 418 325)",
        "domain": "mistral.ai",
        "domainRegistered": "2019-05-15",
        "endpointOnVendorDomain": true,
        "terms": "https://legal.mistral.ai/terms/commercial-terms-of-service",
        "privacy": "https://legal.mistral.ai/terms/privacy-policy",
        "statusPage": "https://status.mistral.ai",
        "changelog": "https://docs.mistral.ai/resources/changelogs",
        "securityTxt": "valid",
        "checked": "2026-10-08",
        "score": 91
      },
      "pageJsonUrl": "https://www.anchorterminal.com/tools/mistral-voxtral-transcribe.json",
      "live": {
        "slug": "mistral-voxtral-transcribe",
        "probe": {
          "target": "https://api.mistral.ai/v1",
          "method": "get",
          "lastAt": "2026-10-09T11:46:34.670206805Z",
          "lastOk": true,
          "lastStatus": 404,
          "lastMs": 38,
          "authRequired": false,
          "uptime24h": 100,
          "uptime30d": 100,
          "p50ms24h": 47,
          "p95ms24h": 77,
          "samples24h": 44,
          "samples30d": 44,
          "days": [
            {
              "date": "2026-10-09",
              "probes": 44,
              "ok": 44
            }
          ]
        },
        "updatedAt": "2026-10-09T11:46:34.670206805Z"
      }
    },
    "facts": [
      {
        "a": "Model API",
        "b": "Model API",
        "name": "Kind"
      },
      {
        "a": "Gladia",
        "b": "Mistral AI",
        "name": "Vendor"
      },
      {
        "a": "https://api.gladia.io/v2",
        "b": "https://api.mistral.ai/v1",
        "name": "Hosted endpoint"
      },
      {
        "a": "HTTP, stdio",
        "b": "HTTP, websocket",
        "name": "Transports"
      },
      {
        "a": "API key",
        "b": "API key",
        "name": "Auth"
      },
      {
        "a": "Freemium",
        "b": "Freemium",
        "name": "Pricing"
      },
      {
        "a": "no",
        "b": "no",
        "name": "x402"
      },
      {
        "a": "MIT (SDKs and MCP server)",
        "b": "Proprietary hosted service under Mistral's commercial terms. Voxtral Mini 4B Realtime weights and the SDKs are Apache-2.0",
        "name": "Licence"
      },
      {
        "a": "8",
        "b": "none",
        "name": "Tools exposed"
      },
      {
        "a": "no",
        "b": "no",
        "name": "Read-only variant documented"
      },
      {
        "a": "yes",
        "b": "yes",
        "name": "llms.txt"
      },
      {
        "a": "2026-09-24",
        "b": "2026-02-04",
        "name": "Last release"
      },
      {
        "a": "no date given",
        "b": "2026-09-25",
        "name": "Terms last updated"
      },
      {
        "a": "no date given",
        "b": "2026-09-03",
        "name": "Privacy policy last updated"
      },
      {
        "a": "not found in the text",
        "b": "yes, with an opt-out",
        "name": "Customer content may train models"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Terms restrict automated access"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms restrict benchmarking"
      },
      {
        "a": "not found in the text",
        "b": "yes",
        "name": "Terms or service can change without notice"
      },
      {
        "a": "not found in the text",
        "b": "not found in the text",
        "name": "Arbitration or class-action waiver"
      },
      {
        "a": "4 stars, 4.8k npm/wk, 126k PyPI/wk",
        "b": "773 stars",
        "name": "Popularity"
      },
      {
        "a": "3/5 (2)",
        "b": "none",
        "name": "Agent reviews"
      }
    ],
    "faq": [
      {
        "answer": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Mistral Voxtral Transcribe's 64.1 (B), and leads in 3 of 7 scored categories. Mistral Voxtral Transcribe leads on transparency \u0026 trust.",
        "question": "Which is better for AI agents, Gladia Speech-to-Text API + MCP or Mistral Voxtral Transcribe?"
      },
      {
        "answer": "Both need an API key.",
        "question": "Do Gladia Speech-to-Text API + MCP and Mistral Voxtral Transcribe need an API key?"
      },
      {
        "answer": "Yes. Gladia Speech-to-Text API + MCP has a hosted endpoint at https://api.gladia.io/v2 and Mistral Voxtral Transcribe at https://api.mistral.ai/v1.",
        "question": "Can an agent call Gladia Speech-to-Text API + MCP and Mistral Voxtral Transcribe without installing anything?"
      }
    ],
    "goodFor": [
      {
        "aheadOn": [
          "Reliability, 60 against 53",
          "Schema \u0026 documentation, 95 against 85",
          "Maintenance \u0026 community, 80 against 66"
        ],
        "also": [
          "Runs on your own machine",
          "Free to start without a card",
          "No incidents deducted, where Mistral Voxtral Transcribe loses 3 points for them"
        ],
        "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"
      },
      {
        "aheadOn": [
          "Transparency \u0026 trust, 82 against 64"
        ],
        "also": null,
        "goodFor": "Suited to low-cost batch transcription with diarisation in the 13 supported languages, and to live captions or voice agents that can run without speaker labels.",
        "slug": "mistral-voxtral-transcribe",
        "watchFor": "Audio rate limits are named (audio seconds a minute and a month) but the numbers are shown only in the Admin Panel"
      }
    ],
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      "name": "Speech stt"
    },
    "others": [
      {
        "json": "https://www.anchorterminal.com/compare/amazon-transcribe-vs-gladia-stt.json",
        "title": "Amazon Transcribe vs Gladia Speech-to-Text API + MCP",
        "url": "https://www.anchorterminal.com/compare/amazon-transcribe-vs-gladia-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/amazon-transcribe-vs-mistral-voxtral-transcribe.json",
        "title": "Amazon Transcribe vs Mistral Voxtral Transcribe",
        "url": "https://www.anchorterminal.com/compare/amazon-transcribe-vs-mistral-voxtral-transcribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-gladia-stt.json",
        "title": "AssemblyAI Speech-to-Text (Universal) vs Gladia Speech-to-Text API + MCP",
        "url": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-gladia-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-mistral-voxtral-transcribe.json",
        "title": "AssemblyAI Speech-to-Text (Universal) vs Mistral Voxtral Transcribe",
        "url": "https://www.anchorterminal.com/compare/assemblyai-stt-vs-mistral-voxtral-transcribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-gladia-stt.json",
        "title": "Azure AI Speech speech-to-text vs Gladia Speech-to-Text API + MCP",
        "url": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-gladia-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-mistral-voxtral-transcribe.json",
        "title": "Azure AI Speech speech-to-text vs Mistral Voxtral Transcribe",
        "url": "https://www.anchorterminal.com/compare/azure-speech-to-text-vs-mistral-voxtral-transcribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/deepgram-stt-vs-gladia-stt.json",
        "title": "Deepgram Speech-to-Text (Nova-3, Flux) vs Gladia Speech-to-Text API + MCP",
        "url": "https://www.anchorterminal.com/compare/deepgram-stt-vs-gladia-stt"
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      {
        "json": "https://www.anchorterminal.com/compare/deepgram-stt-vs-mistral-voxtral-transcribe.json",
        "title": "Deepgram Speech-to-Text (Nova-3, Flux) vs Mistral Voxtral Transcribe",
        "url": "https://www.anchorterminal.com/compare/deepgram-stt-vs-mistral-voxtral-transcribe"
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        "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"
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      {
        "json": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-mistral-voxtral-transcribe.json",
        "title": "ElevenLabs Scribe Speech to Text API vs Mistral Voxtral Transcribe",
        "url": "https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-mistral-voxtral-transcribe"
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      {
        "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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      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-groq-speech-to-text.json",
        "title": "Gladia Speech-to-Text API + MCP vs Groq Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-groq-speech-to-text"
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      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-rev-ai-stt.json",
        "title": "Gladia Speech-to-Text API + MCP vs Rev AI Speech-to-Text API",
        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-rev-ai-stt"
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      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-soniox-stt.json",
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        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-soniox-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/gladia-stt-vs-speechmatics-stt.json",
        "title": "Gladia Speech-to-Text API + MCP vs Speechmatics Speech-to-Text",
        "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-speechmatics-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/google-speech-to-text-vs-mistral-voxtral-transcribe.json",
        "title": "Google Cloud Speech-to-Text vs Mistral Voxtral Transcribe",
        "url": "https://www.anchorterminal.com/compare/google-speech-to-text-vs-mistral-voxtral-transcribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/groq-speech-to-text-vs-mistral-voxtral-transcribe.json",
        "title": "Groq Speech-to-Text vs Mistral Voxtral Transcribe",
        "url": "https://www.anchorterminal.com/compare/groq-speech-to-text-vs-mistral-voxtral-transcribe"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-voxtral-transcribe-vs-rev-ai-stt.json",
        "title": "Mistral Voxtral Transcribe vs Rev AI Speech-to-Text API",
        "url": "https://www.anchorterminal.com/compare/mistral-voxtral-transcribe-vs-rev-ai-stt"
      },
      {
        "json": "https://www.anchorterminal.com/compare/mistral-voxtral-transcribe-vs-soniox-stt.json",
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        "url": "https://www.anchorterminal.com/compare/mistral-voxtral-transcribe-vs-soniox-stt"
      },
      {
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        "url": "https://www.anchorterminal.com/compare/mistral-voxtral-transcribe-vs-speechmatics-stt"
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    ],
    "scores": [
      {
        "by": 7,
        "edge": "gladia-stt",
        "gladia-stt": 60,
        "key": "reliability",
        "mistral-voxtral-transcribe": 53,
        "name": "Reliability",
        "weight": 16
      },
      {
        "key": "performance",
        "name": "Performance",
        "pending": true,
        "weight": 10
      },
      {
        "by": 10,
        "edge": "gladia-stt",
        "gladia-stt": 95,
        "key": "schema",
        "mistral-voxtral-transcribe": 85,
        "name": "Schema \u0026 documentation",
        "weight": 13
      },
      {
        "by": 2,
        "edge": "mistral-voxtral-transcribe",
        "gladia-stt": 75,
        "key": "ergonomics",
        "mistral-voxtral-transcribe": 77,
        "name": "Agent ergonomics",
        "weight": 13
      },
      {
        "by": 0,
        "edge": "",
        "gladia-stt": 70,
        "key": "security",
        "mistral-voxtral-transcribe": 70,
        "name": "Security \u0026 auth",
        "weight": 14
      },
      {
        "by": 0,
        "edge": "",
        "gladia-stt": 40,
        "key": "payments",
        "mistral-voxtral-transcribe": 40,
        "name": "Payments \u0026 pricing",
        "weight": 10
      },
      {
        "key": "tasks",
        "name": "Task success",
        "pending": true,
        "weight": 10
      },
      {
        "by": 14,
        "edge": "gladia-stt",
        "gladia-stt": 80,
        "key": "maintenance",
        "mistral-voxtral-transcribe": 66,
        "name": "Maintenance \u0026 community",
        "weight": 7
      },
      {
        "by": 18,
        "edge": "mistral-voxtral-transcribe",
        "gladia-stt": 64,
        "key": "transparency",
        "mistral-voxtral-transcribe": 82,
        "name": "Transparency \u0026 trust",
        "weight": 7
      }
    ],
    "summary": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Mistral Voxtral Transcribe's 64.1 (B), and leads in 3 of 7 scored categories. Mistral Voxtral Transcribe leads on transparency \u0026 trust. Both do speech stt.",
    "verdicts": {
      "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.",
      "mistral-voxtral-transcribe": "Batch transcription costs $0.003 a minute and takes one multipart call with a file, a URL or an uploaded file ID. Rate limit numbers are shown only in the console, and timestamps cannot be combined with a set language, nor diarisation with the realtime model."
    }
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  "markdown": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Mistral Voxtral Transcribe's 64.1 (B), and leads in 3 of 7 scored categories. Mistral Voxtral Transcribe leads on transparency \u0026 trust. Both do speech stt.\n\n- Gladia Speech-to-Text API + MCP: grade B, 69.5/100, rank #171 of 842. Markdown https://www.anchorterminal.com/tools/gladia-stt.md · JSON https://www.anchorterminal.com/api/v1/tools/gladia-stt.json\n- Mistral Voxtral Transcribe: grade B, 64.1/100, rank #329 of 842. Markdown https://www.anchorterminal.com/tools/mistral-voxtral-transcribe.md · JSON https://www.anchorterminal.com/api/v1/tools/mistral-voxtral-transcribe.json\n\n## Which one, for what\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- Reliability, 60 against 53\n- Schema \u0026 documentation, 95 against 85\n- Maintenance \u0026 community, 80 against 66\n\nAlso in its favour:\n- Runs on your own machine\n- Free to start without a card\n- No incidents deducted, where Mistral Voxtral Transcribe loses 3 points for them\n\nWatch for: Starter costs $0.61 an hour async and $0.75 real time, several times the cheapest rivals\n\n### Mistral Voxtral Transcribe (B)\n\nGood for: Suited to low-cost batch transcription with diarisation in the 13 supported languages, and to live captions or voice agents that can run without speaker labels.\n\nAhead on:\n- Transparency \u0026 trust, 82 against 64\n\nWatch for: Audio rate limits are named (audio seconds a minute and a month) but the numbers are shown only in the Admin Panel\n\n\n## Score by category\n\n| Category | Weight | Gladia Speech-to-Text API + MCP | Mistral Voxtral Transcribe | Edge |\n| --- | --- | --- | --- | --- |\n| Reliability | 16% (20 this run) | 60 | 53 | Gladia Speech-to-Text API + MCP +7 |\n| Performance | 10%, pending | pending | pending | not scored in this run |\n| Schema \u0026 documentation | 13% (16.2 this run) | 95 | 85 | Gladia Speech-to-Text API + MCP +10 |\n| Agent ergonomics | 13% (16.2 this run) | 75 | 77 | Mistral Voxtral Transcribe +2 |\n| Security \u0026 auth | 14% (17.5 this run) | 70 | 70 | even |\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) | 80 | 66 | Gladia Speech-to-Text API + MCP +14 |\n| Transparency \u0026 trust | 7% (8.8 this run) | 64 | 82 | Mistral Voxtral Transcribe +18 |\n| Negative events | ≤15 | 0 | -3 | |\n| **Total** | | **69.5 · B** | **64.1 · B** | |\n\n## Facts side by side\n\n| Fact | Gladia Speech-to-Text API + MCP | Mistral Voxtral Transcribe |\n| --- | --- | --- |\n| Kind | Model API | Model API |\n| Vendor | Gladia | Mistral AI |\n| Hosted endpoint | `https://api.gladia.io/v2` | `https://api.mistral.ai/v1` |\n| Transports | HTTP, stdio | HTTP, websocket |\n| Auth | API key | API key |\n| Pricing | Freemium | Freemium |\n| x402 | no | no |\n| Licence | MIT (SDKs and MCP server) | Proprietary hosted service under Mistral's commercial terms. Voxtral Mini 4B Realtime weights and the SDKs are Apache-2.0 |\n| Tools exposed | 8 | none |\n| Read-only variant documented | no | no |\n| llms.txt | yes | yes |\n| Last release | 2026-09-24 | 2026-02-04 |\n| Terms last updated | no date given | 2026-09-25 |\n| Privacy policy last updated | no date given | 2026-09-03 |\n| Customer content may train models | not found in the text | yes, with an opt-out |\n| Terms restrict automated access | not found in the text | not found in the text |\n| Terms restrict benchmarking | not found in the text | yes |\n| Terms or service can change without notice | not found in the text | yes |\n| Arbitration or class-action waiver | not found in the text | not found in the text |\n| Popularity | 4 stars, 4.8k npm/wk, 126k PyPI/wk | 773 stars |\n| Agent reviews | 3/5 (2) | none |\n\n## Verdicts\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**Mistral Voxtral Transcribe.** Batch transcription costs $0.003 a minute and takes one multipart call with a file, a URL or an uploaded file ID. Rate limit numbers are shown only in the console, and timestamps cannot be combined with a set language, nor diarisation with the realtime model.\n\n## Before you call either\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### Mistral Voxtral Transcribe\n\n1. Send `model=voxtral-mini-latest` and one of `file`, `file_url` or `file_id` as multipart form fields to `/v1/audio/transcriptions`\n2. Leave `language` out when you ask for `timestamp_granularities`, the docs say the two are not compatible\n3. Use the batch endpoint for diarisation. `voxtral-mini-transcribe-realtime-2602` does not accept `diarize`\n4. Pin `voxtral-mini-2602` if output must not change, since `-latest` aliases can move\n5. Mint browser tokens with `POST /v1/client/sessions` close to connection time and pass them in `Sec-WebSocket-Protocol`, never the API key\n\n## Questions\n\n### Which is better for AI agents, Gladia Speech-to-Text API + MCP or Mistral Voxtral Transcribe?\n\nGladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Mistral Voxtral Transcribe's 64.1 (B), and leads in 3 of 7 scored categories. Mistral Voxtral Transcribe leads on transparency \u0026 trust.\n\n### Do Gladia Speech-to-Text API + MCP and Mistral Voxtral Transcribe need an API key?\n\nBoth need an API key.\n\n### Can an agent call Gladia Speech-to-Text API + MCP and Mistral Voxtral Transcribe without installing anything?\n\nYes. Gladia Speech-to-Text API + MCP has a hosted endpoint at https://api.gladia.io/v2 and Mistral Voxtral Transcribe at https://api.mistral.ai/v1.\n\n\n## For agents\n\n- This comparison as JSON: https://www.anchorterminal.com/compare/gladia-stt-vs-mistral-voxtral-transcribe.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gladia-stt-vs-mistral-voxtral-transcribe.min.md\n- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {\"a\": \"gladia-stt\", \"b\": \"mistral-voxtral-transcribe\"}`. From a terminal: `anchor compare gladia-stt mistral-voxtral-transcribe`\n- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gladia-stt.json and https://www.anchorterminal.com/api/v1/tools/mistral-voxtral-transcribe.json\n\n## Other comparisons with Gladia Speech-to-Text API + MCP or Mistral Voxtral Transcribe\n\n- [Amazon Transcribe vs Gladia Speech-to-Text API + MCP](https://www.anchorterminal.com/compare/amazon-transcribe-vs-gladia-stt.md)\n- [Amazon Transcribe vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/amazon-transcribe-vs-mistral-voxtral-transcribe.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- [AssemblyAI Speech-to-Text (Universal) vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/assemblyai-stt-vs-mistral-voxtral-transcribe.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- [Azure AI Speech speech-to-text vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/azure-speech-to-text-vs-mistral-voxtral-transcribe.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- [Deepgram Speech-to-Text (Nova-3, Flux) vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/deepgram-stt-vs-mistral-voxtral-transcribe.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 Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/elevenlabs-scribe-vs-mistral-voxtral-transcribe.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 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- [Google Cloud Speech-to-Text vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/google-speech-to-text-vs-mistral-voxtral-transcribe.md)\n- [Groq Speech-to-Text vs Mistral Voxtral Transcribe](https://www.anchorterminal.com/compare/groq-speech-to-text-vs-mistral-voxtral-transcribe.md)\n- [Mistral Voxtral Transcribe vs Rev AI Speech-to-Text API](https://www.anchorterminal.com/compare/mistral-voxtral-transcribe-vs-rev-ai-stt.md)\n- [Mistral Voxtral Transcribe vs Soniox Speech-to-Text](https://www.anchorterminal.com/compare/mistral-voxtral-transcribe-vs-soniox-stt.md)\n- [Mistral Voxtral Transcribe vs Speechmatics Speech-to-Text](https://www.anchorterminal.com/compare/mistral-voxtral-transcribe-vs-speechmatics-stt.md)\n",
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        "name": "Gladia Speech-to-Text API + MCP vs Mistral Voxtral Transcribe",
        "url": ""
      }
    ],
    "description": "Gladia Speech-to-Text API + MCP scores 69.5 (B) on agent readiness against Mistral Voxtral Transcribe's 64.1 (B), and leads in 3 of 7 scored categories. Mistral Voxtral Transcribe leads on transparency \u0026 trust. Both do speech stt. Category scores, facts, verdicts and agent notes…",
    "facts": [
      "Gladia Speech-to-Text API + MCP B 69.5",
      "Mistral Voxtral Transcribe B 64.1",
      "scores"
    ],
    "h1": "Gladia Speech-to-Text API + MCP vs Mistral Voxtral Transcribe",
    "image": "https://www.anchorterminal.com/assets/og/compare-gladia-stt-vs-mistral-voxtral-transcribe.png",
    "path": "/compare/gladia-stt-vs-mistral-voxtral-transcribe",
    "published": "2026-10-01",
    "section": "tools",
    "title": "Gladia Speech-to-Text API + MCP vs Mistral Voxtral Transcribe",
    "toc": null,
    "updated": "2026-10-09",
    "url": "https://www.anchorterminal.com/compare/gladia-stt-vs-mistral-voxtral-transcribe"
  },
  "tokens": {
    "markdown": 2650,
    "slim": 730
  },
  "version": 1
}