OpenAI Whisper
Open-source speech recognition model from OpenAI that runs locally with high accuracy across languages.
OpenAI Whisper scorecard
How we gradeThe open-source ASR standard that the industry builds on.
Strengths & limitations
Strengths
- +Free and open source
- +Excellent multilingual accuracy
- +Can run fully offline for privacy
Limitations
- –Raw model requires technical setup
- –No built-in speaker diarization
- –CPU inference is slow without GPU
What makes OpenAI Whisper different
Whisper changed the transcription landscape by providing a free, open-source model with near-commercial accuracy. It supports 100 languages, runs locally for privacy, and spawned an ecosystem of tools and services built on top of it.
Key features
- 100 language support (including Cantonese)
- Local processing option
- Open-source model (MIT)
- OpenAI API access (whisper-1 deprecated; removal from the API on Feb 26, 2027)
- Speaker diarization (via community tools)
Alternatives to OpenAI Whisper
Deepgram
Free $200 credit / Pay-as-you-go from $0.0043/min
AssemblyAI
Free tier (up to 185 hrs pre-recorded) / Pay-as-you-go from $0.15/hr (Universal-2) or $0.21/hr (Universal-3.5 Pro) / Streaming from $0.15/hr
Rev
Free / Essentials $25.49 per seat/mo annual ($29.99 monthly) / Pro $47.99 annual ($59.99 monthly) / Unlimited custom / Human from $1.99/min
Speechmatics
Free trial / Pay-as-you-go / Enterprise custom