Parakeet or Qwen3-ASR: which transcription model to pick
Both families recognize Russian speech and run without a GPU, though the larger NVIDIA models expect one. Parakeet offers a wider range (110M to 2.5B) and has streaming versions, Nemotron Speech Streaming and Nemotron 3.5 ASR Streaming, for real-time work, with the latest release in 2026-05. The catch with NVIDIA is licensing: it is mixed, with Parakeet and Canary mostly CC-BY-4.0, the first Canary-1B non-commercial, Parakeet Unified and Nemotron Speech Streaming under the NVIDIA Open Model License and Nemotron 3.5 ASR under OpenMDW, so each model has to be checked on its own. Qwen3-ASR is simpler: the whole set is Apache 2.0, covers 50+ languages, and the catalog notes it copes with noise, singing and accents.
Comparison based on catalog data
| Parameter | NVIDIA Parakeet / Canary / Nemotron Speech | Qwen3-ASR |
|---|---|---|
| Category | Speech to text | Speech to text |
| Developer | NVIDIA, USA | Alibaba (Qwen), China |
| Releases | Dec 2023 – May 2026 | Jan 2026 – Jun 2026 |
| Sizes | 110M – 2.5B | 0.6B – 1.7B |
| Hardware | Laptop, 1 GPU | Laptop |
| Commercial use | Commercial use with conditions | Commercial use allowed |
| License | Mixed: Parakeet and Canary mostly CC-BY-4.0 (the first Canary-1B is non-commercial), Parakeet Unified and Nemotron Speech Streaming under the NVIDIA Open Model License, Nemotron 3.5 ASR under OpenMDW | Apache 2.0 |
| Russian | Supported | Supported |
| Ollama | No | No |
| Without GPU | Yes | Yes |
| Tasks |
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Choose NVIDIA Parakeet / Canary / Nemotron Speech if
- You need streaming: real-time voice input and live subtitles
- You want a size range from 110M to 2.5B for different hardware
- You are willing to check the license for each specific model
Choose Qwen3-ASR if
- You want one clear license: all of Qwen3-ASR is Apache 2.0
- Transcription spans many languages: the catalog lists 50+
- Your audio is noisy, accented or includes singing
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