Gemini (Google) vs Cohere Transcribe

Which one should you pick? Here's the full breakdown.

Our Pick

Gemini (Google)

8.3/10

Google's LLM with deep Google Workspace integration, 2M token context window, and native code execution

Cohere Transcribe

8.0/10

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	Gemini (Google)	Cohere Transcribe
Ease of Use	8.0	7.0
Output Quality	8.0	9.0
Value	9.0	9.0
Features	8.0	7.0
Overall	8.3	8.0

Pricing Comparison

Feature	Gemini (Google)	Cohere Transcribe
Free Tier	Yes	Yes
Starting Price	$0	$0

Benchmark Head-to-Head

Gemini 3.1 Ultra benchmarks — Cohere Transcribe has no published benchmarks

Benchmark	Description	Score
MMLU	Knowledge across 57 subjects	90.5%
GPQA Diamond	Graduate-level science questions	94.3%
HumanEval	Python code generation	93.5%
SWE-bench	Real GitHub issue fixing	80.6%
ARC-AGI	Abstract reasoning puzzles	77.1%

Which Should You Pick?

Pick Gemini (Google) if...

✓Easier to use (8 vs 7)
✓More features (8 vs 7)

Google Workspace power users. If you live in Gmail, Docs, and Drive, Gemini Advanced integrates directly into your workflow. Also great for developers who need the cheapest API with the longest context window.

Visit Gemini (Google)

Pick Cohere Transcribe if...

✓Higher output quality (9 vs 8)

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 Transcribe

Our Verdict

Gemini (Google) edges out Cohere Transcribe with a 8.3 vs 8.0 overall score. Both are solid picks, but Gemini (Google) has the advantage in features.