NVIDIA Canary
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
NVIDIA Canary appears in 1 AI-ranked category.
Delivers state-of-the-art accuracy for English and 25 European languages using FastConformer architecture, often outperforming Whisper on word error rate (WER) and speech translation.
Where NVIDIA Canary falls short, per the models
- Gemini Deeply tied to NVIDIA's heavy NeMo framework, making CPU-only or lightweight edge deployment highly impractical.
Top alternatives per the models: OpenAI Whisper · NVIDIA Parakeet TDT · NVIDIA Canary-Qwen 2.5B · IBM Granite Speech
Embed your ranking badge
NVIDIA Canary ranks #7 for best open-source speech-to-text model by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-open-source-speech-to-text-model?utm_source=badge&utm_medium=embed&utm_campaign=badge-nvidia-canary)<a href="https://modelsagree.com/best/best-open-source-speech-to-text-model?utm_source=badge&utm_medium=embed&utm_campaign=badge-nvidia-canary"><img src="https://modelsagree.com/badge/nvidia-canary.svg" alt="NVIDIA Canary — ranked #7 for Best open-source speech-to-text model by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled weekly · raw reasoning shown verbatim · methodology