The short answer
- Moving from Descript Hobbyist to whisper.cpp at 1 seat costs $62 more in the first year, after setup and upkeep time (Stackcut's model: modeled, not measured).
- whisper.cpp's official migration guide moves 1 partly; 4 things stay behind. What moves
- 3 public accounts of making this switch: 2 switched, 1 evaluated. Read them
What Descript and whisper.cpp cost
List prices from each vendor's pricing page, as stored in the Stackcut catalog. Each price links its source.
| Plan | Billed monthly | Billed yearly (per month) | What you get |
|---|---|---|---|
| Descript Hobbyist | $24/user/mo | $16/user/mo | 10 media hours/mo; 400 AI credits/mo; 1080p watermark-free |
| Descript Creator | $35/user/mo | $24/user/mo | 30 media hours/mo; 800 AI credits/mo; 4k; team of up to 3 |
| Descript Business | $65/user/mo | $50/user/mo | 40 media hours/mo; 1,500 AI credits/mo; 4k; team of up to 5 |
- Descript free plan: 60 media minutes/month; 100 one-time AI credits; 720p export with watermark; 1 seat descript.com
- whisper.cpp free plan: Free github.com
whisper.cpp's plans aren't in the Stackcut catalog yet; check whisper.cpp's own site.
Moving from Descript to whisper.cpp
What whisper.cpp's importer carries over, what it leaves behind, and any help it offers switchers.
To whisper.cpp
Official guide github.com · Tools: whisper-cli, download-ggml-model.sh, ffmpeg, Descript transcript/media export
Moves: Source media and transcript text (partial). github.com
Doesn't move: Descript project structure, compositions and edit decision lists; Overdub voice clones and Regenerate/Studio Sound AI enhancements; Descript captions, layouts, captions styles and share pages; Collaboration data, comments and Drive organization — whisper.cpp is inference only and outputs local text/subtitle files. github.com
Watch out for:
- whisper-cli currently runs only with 16-bit WAV files, so non-WAV audio must be converted first (README) github.com
- The project states 'Inference only' — it transcribes and translates audio but does not edit video or text github.com
- Speaker segmentation is only experimental (tinydiarize models), unlike Descript's built-in speaker detection github.com
From each destination's own migration docs and switching pages, plus community write-ups where no official guide exists, each checked against its page. Confirm terms on the linked page before you rely on an offer.
People who moved from Descript to whisper.cpp
3 public accounts of leaving Descript: 2 switched, 1 evaluated. Summaries are ours; each links the original, and each was checked against its page before it appeared here.
A German developer's running account of choosing self-hosted Whisper (whisper.cpp-class local processing) over cloud transcription services including Descript, which he lists among cloud tools that name no data region. He transcribes his own client calls locally for GDPR reasons, accepting compute time and setup in exchange for zero recurring cost. Kevin Welter
A developer who was paying Descript about $24/month realized he used only one narrow workflow, cancelled it, and built the open-source, local-first transcriptcut instead: record, transcribe with Whisper, cut by deleting transcript text, export with FFmpeg. He stresses the replacement covers only the 20% of Descript he actually used. Towards AI
Two-week hands-on test pitting local Whisper large-v3 against Descript and Otter on the same calls and podcasts. Whisper won on accuracy and privacy and was cheapest at scale, but the team concluded the tools serve different jobs and recommended Descript only for content producers who edit by transcript. ToolRadar
FAQ
Is whisper.cpp cheaper than Descript?
Modeled, not measured: moving from Descript Hobbyist to whisper.cpp at 1 seat costs $62 more in the first year, after setup and upkeep time at $50/hour. It depends on your plan, seats and usage. the math
Can I move my Descript data to whisper.cpp?
whisper.cpp's official guide moves: Source media and transcript text. It doesn't move: Descript project structure, compositions and edit decision lists; Overdub voice clones and Regenerate/Studio Sound AI enhancements; Descript captions, layouts, captions styles and share pages; Collaboration data, comments and Drive organization — whisper.cpp is inference only and outputs local text/subtitle files. github.com
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