Cohere Transcribe Review 2026: The Open-Source ASR That Beat Whisper

# Cohere Transcribe Review 2026: The Open-Source ASR That Beat Whisper

Cohere Transcribe launched in March 2026 and immediately claimed the top spot on Hugging Face’s Open ASR Leaderboard, beating OpenAI Whisper and ElevenLabs Scribe.

## What is Cohere Transcribe?

Transcribe is Cohere’s first voice model—an open-source automatic speech recognition system with 2 billion parameters that achieved 5.42% average word error rate on benchmarks.

## Benchmark Performance

– **Cohere Transcribe**: 5.42% WER (Leaderboard #1)
– **ElevenLabs Scribe v2**: 5.83% WER
– **Qwen3-ASR-1.7B**: 5.76% WER
– **OpenAI Whisper Large v3**: 7.44% WER

## Key Features

– **14 language support**: English, French, Chinese, Arabic, Japanese, and more
– **Apache 2.0 license**: Free for commercial use
– **Human preference**: Preferred over Whisper Large v3 in 64% of English comparisons
– **Production-ready**: Available via API and Model Vault

## Technical Capabilities

– Real-time transcription capable
– Speaker diarization support
– Timestamped outputs
– Confidence scores per word

## Pricing

Free for open-source use via Hugging Face. API pricing starts at competitive rates for production deployment.

## Pros and Cons

**Pros:**
– Best-in-class accuracy on benchmarks
– Truly open-source license
– Fast inference
– Strong multilingual performance

**Cons:**
– Limited to ASR (no voice generation)
– Fewer languages than some competitors

## Verdict

Essential for developers building transcription features. The combination of superior accuracy, permissive licensing, and production-ready deployment makes Transcribe the new standard for open-source speech recognition.

*Available at huggingface.co/Cohere/transcribe*