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Data extraction · Speech transcription · extraction
OpenAI Whisper
OpenAI’s open-source speech recognition model and CLI for local transcription.
Overall score
84
audiotranscriptionlocal
Setup difficulty
Moderate
Install method
pip · local
Supported providers
Local runtime
Supported hosts
macOS · Linux · Windows
Permission posture
low
Last verified
Apr 9, 2026
Score breakdown
Utility85
Compatibility75
Ease of setup78
Reliability86
Docs quality82
Adoption92
Safety & maintenance85
Scores combine benchmark signals, product experience, and editorial weighting. Use them as a practical guide, not an absolute truth claim.
Best for
Research
Works with
media pipelinesmeeting transcriptionpodcast ingestion
Capabilities
speech-to-textlocal transcriptionmultilingual recognition
Sources & trust
Verified registry fields
SummaryDescriptionInstall methodDeployment modelSupported hostsRepositoryOfficial link
Editorial guidance like best-fit recommendations, strengths, caveats, and scoring is kept separate from official registry facts.
OpenAI Whisper docs
Official docs · Tier 5 · Apr 9, 2026
SummaryDescriptionInstall methodDeployment modelSupported hosts
OpenAI Whisper repo
GitHub · Tier 5 · Apr 9, 2026
Repository
OpenAI Whisper official
Official site · Tier 5 · Apr 9, 2026
Official link
OpenAI Whisper VerdictLens review
Manual review · Tier 3 · Apr 9, 2026
Best-fit guidanceWorks-with guidanceCapabilitiesPermission postureOverall score
Strengths
- Local transcription avoids sending audio to an API.
- Still one of the best-known open transcription baselines.
Things to watch
- Local performance depends heavily on available hardware.
- Not a full managed speech platform.