| 1 | moonshine-streaming-tiny | UsefulSensors/moonshine-streaming-tiny | UsefulSensors | 6.16 | medium | SPGISpeech |
| 2 | moonshine-streaming-medium-gguf | UsefulSensors/moonshine-streaming-medium | handy-computer | 6.16 | medium | SPGISpeech |
| 3 | moonshine-streaming-small-gguf | UsefulSensors/moonshine-streaming-small | handy-computer | 6.16 | medium | SPGISpeech |
| 4 | moonshine-streaming-medium | UsefulSensors/moonshine-streaming-medium | UsefulSensors | 6.16 | medium | SPGISpeech |
| 5 | moonshine-streaming-small | UsefulSensors/moonshine-streaming-small | UsefulSensors | 6.16 | medium | SPGISpeech |
| 6 | moonshine-streaming-tiny-gguf | UsefulSensors/moonshine-streaming-tiny | handy-computer | 6.16 | medium | SPGISpeech |
| 7 | parakeet-tdt-0.6b-v3-gguf | nvidia/parakeet-tdt-0.6b-v3 | handy-computer | 3.97 | low | |
| 8 | parakeet-tdt-0.6b-v3 | nvidia/parakeet-tdt-0.6b-v3 | nvidia | 3.97 | low | |
| 9 | granite-4.0-1b-speech | ibm-granite/granite-4.0-1b-base | ibm-granite | 3.89 | high | |
| 10 | granite-4.0-1b-speech-gguf | ibm-granite/granite-4.0-1b-speech | handy-computer | 3.89 | low | |
| 11 | granite-4.0-1b-speech-ONNX | ibm-granite/granite-4.0-1b-speech | onnx-community | 3.89 | low | |
| 12 | VibeVoice-ASR-HF | microsoft/VibeVoice-ASR-HF | microsoft | 3.8 | medium | spgispeech_test |
| 13 | granite-speech-4.1-2b-plus | ibm-granite/granite-4.0-1b-base | ibm-granite | 3.78 | high | |
| 14 | parakeet-ctc-0.6b-gguf | nvidia/parakeet-ctc-0.6b | handy-computer | 3.76 | low | |
| 15 | parakeet-ctc-0.6b | nvidia/parakeet-ctc-0.6b | nvidia | 3.76 | low | |
| 16 | higgs-audio-v3-stt-v2 | bosonai/higgs-audio-v3-stt | bosonai | 3.76 | medium | SPGISpeech |
| 17 | granite-speech-4.1-2b-plus-gguf | ibm-granite/granite-speech-4.1-2b-plus | handy-computer | 3.72 | low | |
| 18 | granite-speech-4.1-2b-plus-gguf | ibm-granite/granite-speech-4.1-2b-plus | memoravox | 3.72 | low | |
| 19 | higgs-audio-v3-8b-stt-v2 | bosonai/higgs-audio-v3-8b | bosonai | 3.6 | medium | SPGISpeech |
| 20 | parakeet-ctc-1.1b | nvidia/parakeet-ctc-1.1b | nvidia | 3.54 | low | |
| 21 | parakeet-ctc-1.1b-gguf | nvidia/parakeet-ctc-1.1b | handy-computer | 3.54 | low | |
| 22 | higgs-audio-v3-8b-stt | bosonai/higgs-audio-v3-8b | bosonai | 3.14 | medium | SPGISpeech |
| 23 | parakeet-rnnt-0.6b | nvidia/parakeet-rnnt-0.6b | nvidia | 3.06 | low | |
| 24 | parakeet-rnnt-0.6b-gguf | nvidia/parakeet-rnnt-0.6b | handy-computer | 3.06 | low | |
| 25 | parakeet-rnnt-0.6b-gguf | nvidia/parakeet-rnnt-0.6b | memoravox | 3.06 | low | |
| 26 | granite-speech-4.1-2b-nar-gguf | ibm-granite/granite-speech-4.1-2b-nar | handy-computer | 3.04 | medium | SPGISpeech |
| 27 | granite-speech-4.1-2b-nar-gguf | ibm-granite/granite-speech-4.1-2b-nar | memoravox | 3.04 | medium | SPGISpeech |
| 28 | Nemotron-Speech-Streaming-0.6B-CoreML-INT8 | nvidia/nemotron-speech-streaming-en-0.6b | aufklarer | 2.97 | medium | SPGI Speech |
| 29 | ARK-ASR-0.6B | — | Audio8 | 2.89 | high | |
| 30 | LFM2.5-Audio-1.5B | LiquidAI/LFM2-1.2B | LiquidAI | 2.76 | high | Open |
| 31 | LFM2.5-Audio-1.5B-GGUF | LiquidAI/LFM2-1.2B | Mungert | 2.76 | high | Open |
| 32 | Qwen3-ASR-0.6B-hf | Qwen/Qwen3-ASR-0.6B-hf | Qwen | 2.74 | high | |
| 33 | Qwen3-ASR-0.6B-hf | Qwen/Qwen3-ASR-0.6B | bezzam | 2.74 | high | |
| 34 | CrisperWhisper | openai/whisper-large-v3 | nyralabs | 2.71 | medium | [SPGISpeech](https://huggingface.co/datasets/kensho/spgispeech) |
| 35 | CrisperWhisper | openai/whisper-large-v3 | unsloth | 2.71 | medium | [SPGISpeech](https://huggingface.co/datasets/kensho/spgispeech) |
| 36 | parakeet-tdt-1.1b-gguf | nvidia/parakeet-tdt-1.1b | handy-computer | 2.62 | low | |
| 37 | parakeet-tdt-1.1b | nvidia/parakeet-tdt-1.1b | nvidia | 2.62 | low | |
| 38 | Qwen3-ASR-1.7B-hf | Qwen/Qwen3-ASR-1.7B-hf | Qwen | 2.58 | high | |
| 39 | Qwen3-ASR-1.7B-hf | Qwen/Qwen3-ASR-1.7B | bezzam | 2.58 | high | |
| 40 | parakeet-tdt_ctc-110m-gguf | nvidia/parakeet-tdt_ctc-110m | handy-computer | 2.54 | low | |
| 41 | parakeet-tdt_ctc-110m | nvidia/parakeet-tdt_ctc-110m | nvidia | 2.54 | low | |
| 42 | parakeet-rnnt-1.1b-gguf | nvidia/parakeet-rnnt-1.1b | handy-computer | 2.47 | low | |
| 43 | parakeet-rnnt-1.1b | nvidia/parakeet-rnnt-1.1b | nvidia | 2.47 | low | |
| 44 | ARK-ASR-3B | AutoArk-AI/ARK-ASR-3B | Audio8 | 2.46 | high | |
| 45 | parakeet-tdt_ctc-1.1b-gguf | nvidia/parakeet-tdt_ctc-1.1b | handy-computer | 2.24 | low | |
| 46 | parakeet-tdt_ctc-1.1b | nvidia/parakeet-tdt_ctc-1.1b | nvidia | 2.24 | low | |
| 47 | parakeet-tdt-0.6b-v2 | nvidia/parakeet-tdt-0.6b-v2 | nvidia | 2.17 | high | |
| 48 | parakeet-tdt-0.6b-v2-gguf | nvidia/parakeet-tdt-0.6b-v2 | handy-computer | 2.17 | high | |
| 49 | thewhisper-large-v3-turbo | openai/whisper-large-v3-turbo | TheStageAI | 1.92 | medium | **SPGISpeech** |
| 50 | Zipformer-cr-ctc-transducer-XL-290M | — | soundsgoodai | 1.64 | medium | SPGISpeech |
| 51 | MOSS-Transcribe-preview-2B | OpenMOSS-Team/MOSS-Transcribe-preview-2B | OpenMOSS-Team | 1.63 | medium | SPGISpeech |