Captions vs Cohere Transcribe
Which one should you pick? Here's the full breakdown.
Captions
AI video editor with auto captions, eye contact correction, and dubbing for talking-head content
Cohere Transcribe
Cohere's first audio model -- launched 2026-03-26 under Apache 2.0, 2B parameters, #1 on Hugging Face Open ASR Leaderboard (5.42 avg WER), 14 enterprise-critical languages. Free API with rate limits; Model Vault for production
| Category | Captions | Cohere Transcribe |
|---|---|---|
| Ease of Use | 8.0 | 7.0 |
| Output Quality | 6.0 | 9.0 |
| Value | 5.0 | 9.0 |
| Features | 7.0 | 7.0 |
| Overall | 6.5 | 8.0 |
Pricing Comparison
| Feature | Captions | Cohere Transcribe |
|---|---|---|
| Free Tier | Yes | Yes |
| Starting Price | $0 | $0 |
Which Should You Pick?
Pick Captions if...
- ✓Easier to use (8 vs 7)
Short-form content creators who mostly do talking-head videos and need polished captions fast. If you stick to the caption features, it does that job well.
Visit CaptionsPick Cohere Transcribe if...
- ✓Higher output quality (9 vs 6)
- ✓Better value for money (9/10)
Enterprise teams transcribing English, European, and major APAC languages at scale who want open weights they can self-host, fine-tune, or deploy on-prem. The Apache 2.0 license removes a major procurement blocker compared to proprietary ASR, and the accuracy tier is now best-in-class for open models.
Visit Cohere TranscribeOur Verdict
Cohere Transcribe is the clear winner here with 8.0/10 vs 6.5/10. Captions isn't bad, but Cohere Transcribe outperforms it across the board. Pick Captions only if short-form content creators who mostly do talking-head videos and need polished captions fast.