Buzz: Popular open-source desktop app that transcribes and translates audio offline on your own computer using OpenAI's Whisper. meetXcc: Bot-free Chrome extension that joins Google Meet invisibly, transcribes in many languages, and turns conversations into structured notes, mind maps, and action items. This comparison weighs them on pricing, features, and everyday workflow fit.
How Hosiqo compares and tests toolsFinal recommendation
Shortlist Buzz when transcribing recorded meetings, interviews, podcasts, or lectures offline matters most, and meetXcc when visual thinkers who want mind maps in addition to written summaries matters most. Run both through a week of actual calls to see which suits your workflow.
Popular open-source desktop app that transcribes and translates audio offline on your own computer using OpenAI's Whisper.
Bot-free Chrome extension that joins Google Meet invisibly, transcribes in many languages, and turns conversations into structured notes, mind maps, and action items.
Buzz is a widely used open-source desktop application that transcribes and translates audio offline on the user's personal computer, powered by OpenAI's Whisper. It is MIT-licensed and actively maintained, with v1.4.4 released in March 2026, and it has grown a large community with roughly 19.7k GitHub stars. Buzz runs on macOS, Windows, and Linux, with installation options including Flatpak, Snap, and PyPI. It supports both importing existing audio and video files and real-time transcription from microphone input, and it can export results in formats such as TXT, SRT, and VTT for subtitling and documentation. The app includes an advanced transcript viewer with search and playback controls, a watch folder for automatically transcribing new files, and a command-line interface for automation. It offers GPU acceleration through CUDA for Nvidia cards, Apple Silicon support, and Vulkan for many other GPUs, which makes faster transcription practical even on laptops. Buzz also provides speaker identification and speech separation for noisy audio, plus a plugin system that adds capabilities like AI-generated summaries. Because all processing happens locally, recordings and transcripts remain on the user's machine rather than being uploaded to a cloud service. Pricing varies by plan. Check the official website for current pricing.
Best suited for
meetXcc is a Chrome extension AI notetaker built for Google Meet that operates invisibly without adding a visible bot to the participant list. Once installed, it transcribes meetings in real time across a wide range of languages and converts the spoken conversation into structured outputs, including summaries, action items, and highlight extraction. A distinctive feature is its ability to render meeting content as mind maps, giving users a visual overview of topics and how a discussion progressed, alongside more conventional summaries organized by people, topics, and timeline. The extension supports inline note-taking during the call and includes an AI meeting helper for asking questions about what was discussed. Captured transcripts and notes can be exported with one click, emailed, or synced to cloud storage, and the product offers sharing options for distributing results to colleagues. meetXcc targets users who primarily meet on Google Meet and want a lightweight, bot-free capture experience that produces both readable notes and visual artifacts. The tool is actively maintained, with a free tier covering a limited number of meetings and a paid plan for unlimited use and enhanced AI capabilities. Pricing varies by plan. Check the official website for current pricing.
Best suited for
Buzz is a free tier with paid upgrades (freemium); meetXcc is a free tier with paid upgrades (freemium). Always confirm current pricing on each vendor's site before buying.
| Feature | Buzz | meetXcc |
|---|---|---|
| Core capability | Offline transcription and translation using OpenAI's Whisper | Bot-free, invisible capture inside Google Meet |
| Standout feature | Real-time transcription from microphone input | Real-time transcription across many languages |
| Team usage | Speaker identification and speech separation for noisy audio | AI summaries organized by people, topics, and timeline |
| Integrations | Exports to TXT, SRT, and VTT | Mind map generation from meeting content |
| Languages & capture | Watch folder for automatic transcription and a command-line interface | Action item and highlight extraction with inline note-taking |
| Best-fit workflow | GPU acceleration via CUDA, Apple Silicon, and Vulkan | One-click export, email, and cloud storage sync |
Buzz
Choose Buzz if you need transcribing recorded meetings, interviews, podcasts, or lectures offline — strengths include fully offline so audio and transcripts stay on the user's computer.
meetXcc
Choose meetXcc if you need google meet users who want bot-free capture without an extra participant — strengths include invisible, bot-free capture avoids adding a participant to the call.
Buzz
meetXcc
It depends on your workflow. Buzz is strong for transcribing recorded meetings, interviews, podcasts, or lectures offline, while meetXcc is strong for google meet users who want bot-free capture without an extra participant. Both transcribe and summarize meetings.
Buzz is a free tier with paid upgrades and meetXcc is a free tier with paid upgrades. Check each vendor's pricing page for the latest plans and free-tier limits.
Often yes: teams combine tools when one handles capture and another handles analysis.
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