{
  "article_url": "https://aiscribereview.com/whispertranscribe-chatgpt-plugin-vs-sider-transkriptor-otter-fireflies/",
  "reviewed_date": "2026-10-21",
  "published_date": "2026-10-22",
  "updated_date": "2026-10-22",
  "method": "Official app descriptions and integration guides, a one-hour editorial planning scenario, and separately attributed operator-confirmed historical WER. No new one-hour or five-product recognition benchmark.",
  "workbook_url": "https://aiscribereview.com/wp-content/uploads/2026/10/asr-whisper-plugins-9306/comparison-workbook.xlsx",
  "records": [
    {
      "id": 1,
      "title": "Connected apps in ChatGPT",
      "url": "https://help.openai.com/en/articles/11487775-connected-apps-in-chatgpt",
      "author": "OpenAI",
      "date": null,
      "checked": "2026-10-21",
      "type": "Official platform documentation",
      "supports": "Plugin/app distinction, installation and connection, account/workspace availability and permission scope."
    },
    {
      "id": 2,
      "title": "Whisper Transcribe AI — official ChatGPT plugin listing",
      "url": "https://chatgpt.com/plugins/plugin_asdk_app_6a0c77810940819192a99b63e1c3561a",
      "author": "WhisperTranscribe.ai / ChatGPT plugin directory",
      "date": null,
      "checked": "2026-10-21",
      "type": "Official public listing",
      "supports": "Product identity, transcription/subtitle workflows, job progress, history and sharing; listing version 1.0.0. Listing is not a completed test."
    },
    {
      "id": 3,
      "title": "Connected-app capability notes",
      "url": "https://aiscribereview.com/wp-content/uploads/2026/10/asr-whisper-plugins-9306/capability-notes.html",
      "author": "Exposed app descriptions inspected for this review",
      "date": null,
      "checked": "2026-10-21",
      "type": "App specification inspection",
      "supports": "WhisperTranscribe: upload-widget entry, job result fields, subtitle cues, recent job history, sharing and preferences; inspected descriptions, not execution results."
    },
    {
      "id": 5,
      "title": "WhisperTranscribe historical measurements confirmed by the operator",
      "url": "https://aiscribereview.com/wp-content/uploads/2026/10/asr-whisper-plugins-9306/evidence-notes.html#shared-results",
      "author": "Product operator; Whisper applicability statement supplied October 21, 2026",
      "date": null,
      "checked": "2026-10-21",
      "type": "User-confirmed historical product results; not a new one-hour plugin run",
      "supports": "Operator-confirmed WhisperTranscribe historical median file WER: batch 5.26%, streaming 6.84%, 2703 files / 81.69 hours. Exact run date and scoring material not supplied; not a new one-hour plugin run."
    },
    {
      "id": 6,
      "title": "Sider Recorder & Transcriber — official ChatGPT listing",
      "url": "https://chatgpt.com/plugins/sider-recorder-and-transcriber",
      "author": "Sider AI / ChatGPT plugin directory",
      "date": null,
      "checked": "2026-10-21",
      "type": "Official public listing",
      "supports": "New voice recording or file import, timestamped transcript and organized summary. No observed same-file result, caption export or format menu."
    },
    {
      "id": 7,
      "title": "Transkriptor App for ChatGPT",
      "url": "https://transkriptor.com/integrations/chatgpt/",
      "author": "Transkriptor",
      "date": null,
      "checked": "2026-10-21",
      "type": "Official integration guide",
      "supports": "Existing transcripts, summaries, speaker labels, timestamps, temporary PDF links; explicitly read-only; new transcriptions are created in the provider app."
    },
    {
      "id": 8,
      "title": "Otter MCP Server",
      "url": "https://help.otter.ai/hc/en-us/articles/35287607569687-Otter-MCP-Server",
      "author": "Otter Help",
      "date": "2026-10-15",
      "checked": "2026-10-21",
      "type": "Official help guide",
      "supports": "Search, fetch and user information; authorized existing/shared meetings; connect on ChatGPT web first."
    },
    {
      "id": 9,
      "title": "Fireflies MCP Server: Connect Your AI Tools Directly to Your Meeting Data",
      "url": "https://guide.fireflies.ai/articles/3039542843-learn-about-fireflies-mcp-server-connect-your-ai-tool",
      "author": "Fireflies Knowledge Base",
      "date": null,
      "checked": "2026-10-21",
      "type": "Official integration guide",
      "supports": "Existing meeting context and account access. Setup and tools vary by host; no assumed new local-upload widget."
    },
    {
      "id": 10,
      "title": "Transkriptor — official ChatGPT plugin listing",
      "url": "https://chatgpt.com/plugins/transkriptor",
      "author": "Transkriptor / ChatGPT plugin directory",
      "date": null,
      "checked": "2026-10-21",
      "type": "Official public listing",
      "supports": "Existing recordings, summaries, PDF export; use provider web/mobile app for new transcription."
    },
    {
      "id": 11,
      "title": "Otter.ai — official ChatGPT plugin listing",
      "url": "https://chatgpt.com/plugins/otter-ai",
      "author": "Otter.ai / ChatGPT plugin directory",
      "date": null,
      "checked": "2026-10-21",
      "type": "Official public listing",
      "supports": "Meeting archive search, transcript retrieval and meeting metadata; current named public entry."
    },
    {
      "id": 12,
      "title": "Fireflies MCP Tools",
      "url": "https://docs.fireflies.ai/mcp-tools/overview",
      "author": "Fireflies Developer Documentation",
      "date": null,
      "checked": "2026-10-21",
      "type": "Official general MCP tool catalog",
      "supports": "Broader catalog also includes permission-dependent management/write actions. Does not prove every action is exposed in each ChatGPT connection."
    },
    {
      "id": 13,
      "title": "Whisper Transcribe AI: user-supplied ChatGPT interface screenshots",
      "url": "https://aiscribereview.com/wp-content/uploads/2026/10/asr-whisper-plugins-9306/capability-notes.html#whisper-screenshots",
      "author": "User-supplied originals, received October 22, 2026",
      "date": null,
      "received": "2026-10-22",
      "capture_date": null,
      "checked": "2026-10-22",
      "type": "User-supplied original ChatGPT interface screenshots",
      "supports": "Four unchanged originals: ChatGPT plugin listing, pre-upload transcription component, pre-upload subtitle component, and spoken-language picker. Visible controls include spoken-language selection, optional speaker detection, and a maximum-words-per-subtitle value of 8 on a 1–50 slider. No completed upload, recognition result, speed or accuracy measurement is shown."
    }
  ]
}