Quick Verdict
Whisper is OpenAIs open-source automatic speech recognition model offering state-of-the-art transcription across 99 languages. Run locally for privacy or use via API for scalable transcription with impressive accuracy even in noisy conditions.
Best for: Transcription projects, Podcast producers, Researchers, Privacy-conscious users

Whisper
Whisper is OpenAIs open-source automatic speech recognition model offering state-of-the-art transcription across 99 languages. Run locally for privacy or use via API for scalable transcription with impressive accuracy even in noisy conditions.
Best for: Transcription projects • Podcast producers • Researchers • Privacy-conscious users
Key Features
- 99 language support
- Open-source model
- Local deployment
- API access
- Translation capability
- Timestamp generation
- Multiple model sizes
- Noise robustness
Pros
- Open-source and free
- Excellent accuracy
- Many languages
- Runs locally
- Good noise handling
Cons
- Requires GPU for speed
- No real-time streaming
- Large model sizes
- Setup complexity
Pricing
| Plan | Details |
|---|---|
| Free | Free - open source self-hosted, requires GPU |
$5 free credits for new users (833 min). Self-host costs ~$276/month for GPU.
Tips & Best Practices
Use GPT-4o Mini for cost savings
Pair with diarization tools
Pre-process audio for quality
Use API for simplicity first
Features
- 99 language support
- Open-source model
- Local deployment
- API access
- Translation capability
- Timestamp generation
- Multiple model sizes
- Noise robustness
Best for: Transcription projects • Podcast producers • Researchers • Privacy-conscious users
Pros
- Open-source and free
- Excellent accuracy
- Many languages
- Runs locally
- Good noise handling
Cons
- Requires GPU for speed
- No real-time streaming
- Large model sizes
- Setup complexity
Final Recommendation
Whisper is a freemium AI tool best suited for Transcription projects and Podcast producers.