TL;DR comparison
All tools can run fully offline after setup, with no cloud upload. TypeWhisper can also use cloud APIs if you set them up.
| Tool | Mac | Windows | GUI | Speakers | Best for |
|---|---|---|---|---|---|
| Scrieb★ Top Pick | ✓ | ✓ | ✓ | ✓ | Best for Mac + Windows without command line |
| MacWhisper | ✓ | ✗ | ✓ | Pro only | Best for Mac-only users |
| Buzz | ✓ | ✓ | ✓ | ✓ | Best free open-source option |
| TypeWhisper | ✓ | ✓ | ✓ | Premium, Mac | Best free option for dictation |
| Whisper CLI | ✓ | ✓ | ✗ | ✗ | Best for technical users |
| WhisperX | ✓ | ✓ | ✗ | ✓ | Best free option with speaker labels (terminal) |
| Scriberr | ✗ | ✗ | ✓ | ✓ | Best self-hosted option |
How we evaluated
Note: Scrieb is our product. We've tried to be accurate about where each tool is better. All accuracy comparisons are based on the same Whisper model — the differences are in features and usability.
1. Scrieb
A polished GUI app that runs local Whisper transcription with speaker recognition on Mac (Apple Silicon and Intel) and Windows, including native Windows on ARM. Choose Whisper Small, Medium or Large v3 Turbo, add a custom vocabulary for names and jargon, and get summaries written for the kind of recording: interview, meeting, lecture or voice memo. Search and AI chat work across all your recordings, and an Offline mode stops every automatic connection. No terminal, no cloud.
2. MacWhisper
A polished macOS app with a good free tier. Popular among Mac users who don't need Windows support. Pro plan unlocks speaker recognition and more features.
3. Buzz
Open-source desktop app that wraps Whisper for Mac, Windows and Linux, and now identifies speakers too. Good for free local transcription when TXT, SRT or VTT export is enough.
4. TypeWhisper
Open-source app built first for dictation: press a hotkey and your words are typed into any app. It also transcribes files and exports subtitles. On the Mac it offers many engines, including Whisper (WhisperKit) and Parakeet on-device, or cloud APIs if you configure them. A good pick if you mostly dictate rather than transcribe long recordings.
5. Whisper CLI
OpenAI's original open-source model. Free, powerful, and runs locally — but requires Python, command line setup, and no GUI. Not suitable for non-technical users.
6. WhisperX
Open-source command-line project that adds speaker diarization and word-level timestamps on top of Whisper. The free way to get speaker labels locally — if you are comfortable with Python and a Hugging Face token for the speaker model.
7. Scriberr
Open-source self-hosted web app that runs Whisper on your own server. Good for teams who want a shared, always-on transcription service. Not a desktop app.
Long interviews without a terminal
Interviews are where local tools differ most. A one- or two-hour recording with two or more voices needs speaker labels, has to survive the length, and should end in something you can quote. Here is how the tools compare for that job specifically.
| No terminal | Speaker labels | Interview summary | Mac + Windows | |
|---|---|---|---|---|
| Scrieb | ✓ | ✓ | ✓ questions by topic, verbatim quotes | ✓ |
| MacWhisper | ✓ | Pro only | ✗ | Mac only |
| Buzz | ✓ | ✓ | ✗ | ✓ |
| TypeWhisper | ✓ | Premium, Mac | Custom workflows | ✓ |
| WhisperX | ✗ | ✓ | ✗ | ✓ with setup |
| Whisper CLI | ✗ | ✗ | ✗ | ✓ with setup |
- Length. Scrieb writes the recording to disk as it goes and keeps the computer awake while transcribing, so a two-hour file does not stall at the first sleep.
- Names and jargon. A custom vocabulary spells participant names and field terms the way you list them.
- Wrong speaker count. Set the number of speakers and run identification again when a two-person interview came out as three.
- Many interviews. Search inside all transcripts, or ask the AI chat a question across every recording; the answer names its sources.
More on the workflow: interview transcription and transcription for researchers.
The gap nobody else fills
MacWhisper is the best single-platform option — but Mac-only (on a PC, see MacWhisper for Windows). Buzz works on both platforms and now identifies speakers, but exports only TXT, SRT and VTT and has no summaries by recording type. TypeWhisper works on both but is built for dictation, with speaker labels in Premium on the Mac. Whisper CLI covers everything but requires a terminal; WhisperX adds speaker labels but is terminal-only too. Scriberr needs a server.
Scrieb is the only app here that checks all boxes in every plan: Mac + Windows (including native ARM), GUI, speaker recognition, summaries, DOCX/PDF export, no cloud. That's why it's our top pick for anyone who doesn't want to touch a terminal.
Frequently asked questions
- What is the best Whisper-based local transcription tool?
- For a desktop app on Mac and Windows with speaker labels, Scrieb. For Mac only, MacWhisper. For free and open source, Buzz, which now labels speakers too. For free speaker labels and a terminal, WhisperX. All four run OpenAI Whisper on your own computer.
- Which local transcription app handles long interviews without terminal setup?
- Scrieb: install, drag in a recording of any length, and get a transcript with speaker labels plus an interview summary with questions by topic and verbatim quotes. Recordings are written to disk as they happen and the computer is kept awake while it transcribes, so multi-hour interviews finish. MacWhisper also works without a terminal but is Mac-only; WhisperX handles long interviews with speaker labels but needs Python.
- What is the best local transcription software in 2026?
- Scrieb is the best local transcription software for users who need a polished desktop app on both Mac and Windows. It runs Whisper AI fully offline, requires no command line, and includes speaker recognition out of the box.
- Is there a MacWhisper for Windows?
- No. MacWhisper is macOS-only. Scrieb is the closest equivalent for Windows — same local Whisper AI, polished GUI, speaker recognition, no upload.
- What is the best offline transcription app without command line?
- Scrieb, for recordings with several speakers: it works on Mac and Windows with no terminal or command line setup, and labels speakers in every plan. Install and drag in your file. Buzz also needs no terminal and now labels speakers, but exports only TXT, SRT and VTT; TypeWhisper doesn’t label speakers in its free version.
- Can I transcribe audio without uploading to the cloud?
- Yes. Scrieb, MacWhisper, Buzz and TypeWhisper all process audio locally. Scrieb and Buzz both run on Mac and Windows with a full GUI and speaker recognition; Scrieb adds summaries, DOCX/PDF export and a signed installer.
- Is Whisper free for transcription?
- The Whisper model itself is open source and free. Running it requires either technical setup (command line) or a desktop app. Buzz and TypeWhisper are free and open source; MacWhisper has a free Mac-only version; Scrieb has a free plan with 1 hour a day, including speaker labels and summaries.