DALL-E (Discontinued) vs Cohere Transcribe
Which one should you pick? Here's the full breakdown.
DALL-E (Discontinued)
OpenAI's DALL-E 2 and DALL-E 3 -- DEPRECATED. API shuts down May 12, 2026. DALL-E 3 already removed from ChatGPT in December 2025. See alternatives: Nano Banana 2, Midjourney, FLUX.2 [klein], Ideogram
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 | DALL-E (Discontinued) | Cohere Transcribe |
|---|---|---|
| Ease of Use | 9.0 | 7.0 |
| Output Quality | 8.0 | 9.0 |
| Value | 1.0 | 9.0 |
| Features | 3.0 | 7.0 |
| Overall | 5.0 | 8.0 |
Pricing Comparison
| Feature | DALL-E (Discontinued) | Cohere Transcribe |
|---|---|---|
| Free Tier | No | Yes |
| Starting Price | N/A | $0 |
Which Should You Pick?
Pick DALL-E (Discontinued) if...
- ✓Easier to use (9 vs 7)
Historical context only. If you have an API integration with DALL-E, migrate before May 12, 2026. Choose from: GPT Image inside ChatGPT (direct replacement), Nano Banana 2 (best text-in-image), Midjourney (best artistic), FLUX.2 [klein] (best open-weight), or Ideogram (strong text).
Visit DALL-E (Discontinued)Pick Cohere Transcribe if...
- ✓Higher output quality (9 vs 8)
- ✓Better value for money (9/10)
- ✓More features (7 vs 3)
- ✓Has a free tier
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 5.0/10. DALL-E (Discontinued) isn't bad, but Cohere Transcribe outperforms it across the board. Pick DALL-E (Discontinued) only if historical context only.