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Open ASR · Gigaspeech-Cleaned WEREnglish short-form; normalization unversioned · Lower is better
Source ↗Method
English short-form word error rate after source text normalization. Lower is better; insertions can raise WER above 100%. Leaderboard publication; individual runner and verification status are not established unless separately attributed.
| # | Model | Gigaspeech-Cleaned WER | Configuration | API rate / unit | Source |
|---|---|---|---|---|---|
| 1 | HojoAI/Hojo-ASR-V1HojoAI | 6.14% WER | HojoAI/Hojo-ASR-V1Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 2 | modulate/multilingualmodulate | 6.91% WER | modulate/multilingualLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 3 | Edge0/ARK-ASR-3BEdge0 | 6.94% WER | Edge0/ARK-ASR-3BLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 4 | OtterAI/speech-v3.1OtterAI | 7.13% WER | OtterAI/speech-v3.1Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 5 | Qwen/Qwen3-ASR-1.7B-hfQwen | 7.22% WER | Qwen/Qwen3-ASR-1.7B-hfLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 6 | microsoft/azure-speech-06-2026microsoft | 7.26% WER | microsoft/azure-speech-06-2026Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 7 | gladia/solaria-3gladia | 7.32% WER | gladia/solaria-3Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 8 | Edge0/ARK-ASR-0.6BEdge0 | 7.37% WER | Edge0/ARK-ASR-0.6BLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 9 | reson8/resonant-1reson8 | 7.38% WER | reson8/resonant-1Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 10 | reson8/resonant-1-flashreson8 | 7.38% WER | reson8/resonant-1-flashLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 11 | bosonai/higgs-audio-v3-sttbosonai | 7.45% WER | bosonai/higgs-audio-v3-sttLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 12 | microsoft/azure-speech-07-2026microsoft | 7.48% WER | microsoft/azure-speech-07-2026Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 13 | sprag/symphonysprag | 7.52% WER | sprag/symphonyLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 14 | AssemblyAI: Universal-3.5 Proassemblyai | 7.62% WER | assemblyai/universal-3-5-proLeaderboard entry | $83.3333 in / $0.00 out/ 1M tokens · OpenRouter | Result ↗Oct 18, 2026 |
| 15 | Qwen/Qwen3-ASR-0.6B-hfQwen | 7.62% WER | Qwen/Qwen3-ASR-0.6B-hfLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 16 | elevenlabs/scribe_v2elevenlabs | 7.63% WER | elevenlabs/scribe_v2Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 17 | OpenMOSS-Team/MOSS-Transcribe-DiarizeOpenMOSS-Team | 7.68% WER | OpenMOSS-Team/MOSS-Transcribe-DiarizeLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 18 | meta/muse-voice-transcribemeta | 7.75% WER | meta/muse-voice-transcribeLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 19 | nvidia/parakeet-tdt-0.6b-v3 (fast-gpu-asr)nvidia | 7.75% WER | nvidia/parakeet-tdt-0.6b-v3 (fast-gpu-asr)Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 20 | zoom/scribe_v2_prozoom | 7.75% WER | zoom/scribe_v2_proLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 21 | OpenAI: GPT Transcribeopenai | 7.76% WER | openai/gpt-transcribeLeaderboard entry | $75.00 in / $0.00 out/ 1M tokens · OpenRouter | Result ↗Oct 18, 2026 |
| 22 | microsoft/Phi-4-multimodal-instructmicrosoft | 7.79% WER | microsoft/Phi-4-multimodal-instructLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 23 | nvidia/canary-qwen-2.5bnvidia | 7.8% WER | nvidia/canary-qwen-2.5bLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 24 | TheStageAI/thewhisper-large-v3-turboTheStageAI | 7.84% WER | TheStageAI/thewhisper-large-v3-turboLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 25 | microsoft/VibeVoice-ASR-HFmicrosoft | 7.87% WER | microsoft/VibeVoice-ASR-HFLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 26 | zoom/scribe_v1zoom | 7.87% WER | zoom/scribe_v1Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 27 | CohereLabs/cohere-transcribe-03-2026CohereLabs | 7.88% WER | CohereLabs/cohere-transcribe-03-2026Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 28 | nvidia/nemotron-speech-streaming-en-0.6bnvidia | 7.9% WER | nvidia/nemotron-speech-streaming-en-0.6bLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 29 | sophea/asr-k1 (preview)sophea | 7.96% WER | sophea/asr-k1 (preview)Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 30 | NVIDIA: Parakeet TDT 0.6B v3nvidia | 7.99% WER | nvidia/parakeet-tdt-0.6b-v3Leaderboard entry | $25.00 in / $0.00 out/ 1M tokens · OpenRouter | Result ↗Oct 18, 2026 |
| 31 | nvidia/parakeet-tdt-0.6b-v2nvidia | 8.15% WER | nvidia/parakeet-tdt-0.6b-v2Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 32 | nvidia/parakeet-tdt-0.6b-v2 (fast-gpu-asr)nvidia | 8.17% WER | nvidia/parakeet-tdt-0.6b-v2 (fast-gpu-asr)Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 33 | ibm-granite/granite-speech-4.1-2bibm-granite | 8.18% WER | ibm-granite/granite-speech-4.1-2bLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 34 | smallestai/pulsesmallestai | 8.18% WER | smallestai/pulseLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 35 | distil-whisper/distil-large-v3.5distil-whisper | 8.21% WER | distil-whisper/distil-large-v3.5Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 36 | soundsgoodai/Zipformer-cr-ctc-transducer-XL-290M (fast-gpu-asr, transducer_modified_beam_search)soundsgoodai | 8.3% WER | soundsgoodai/Zipformer-cr-ctc-transducer-XL-290M (fast-gpu-asr, transducer_modified_beam_search)Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 37 | Mistral: Voxtral Small 24B 2507mistralai | 8.33% WER | mistralai/Voxtral-Small-24B-2507Leaderboard entry | $0.10 in / $0.30 out/ 1M tokens · Mistral · via OpenRoutermistral/zdr | Result ↗Oct 18, 2026 |
| 38 | FermionResearch/Phonon-2FermionResearch | 8.35% WER | FermionResearch/Phonon-2Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 39 | whisper-large-v3openai | 8.35% WER | openai/whisper-large-v3Leaderboard entry | $7.50 in / $0.00 out/ 1M tokens · OpenRouter | Result ↗Oct 18, 2026 |
| 40 | ibm-granite/granite-speech-5.0-470m-turboctc-ncibm-granite | 8.37% WER | ibm-granite/granite-speech-5.0-470m-turboctc-ncLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 41 | FunAudioLLM/Fun-ASR-Nano-2512-hfFunAudioLLM | 8.41% WER | FunAudioLLM/Fun-ASR-Nano-2512-hfLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 42 | ibm-granite/granite-4.0-1b-speechibm-granite | 8.44% WER | ibm-granite/granite-4.0-1b-speechLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 43 | whisper-large-v3-turboopenai | 8.47% WER | openai/whisper-large-v3-turboLeaderboard entry | $3.33 in / $0.00 out/ 1M tokens · OpenRouter | Result ↗Oct 18, 2026 |
| 44 | Edge0/Audio8-ASR-0.1BEdge0 | 8.48% WER | Edge0/Audio8-ASR-0.1BLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 45 | ibm-granite/granite-speech-3.3-8bibm-granite | 8.58% WER | ibm-granite/granite-speech-3.3-8bLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 46 | ibm-granite/granite-speech-4.1-2b-naribm-granite | 8.61% WER | ibm-granite/granite-speech-4.1-2b-narLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 47 | Voxtral-Mini-3B-2507mistralai | 8.7% WER | mistralai/Voxtral-Mini-3B-2507Leaderboard entry | $16.6667 in / $0.00 out/ 1M tokens · OpenRouter | Result ↗Oct 18, 2026 |
| 48 | ibm-granite/granite-speech-5.0-470m-turboctcibm-granite | 8.74% WER | ibm-granite/granite-speech-5.0-470m-turboctcLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 49 | nvidia/parakeet-ctc-1.1bnvidia | 8.74% WER | nvidia/parakeet-ctc-1.1bLeaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |
| 50 | mistralai/Voxtral-Mini-4B-Realtime-2602mistralai | 8.8% WER | mistralai/Voxtral-Mini-4B-Realtime-2602Leaderboard entry | See provider quotes | Result ↗Oct 18, 2026 |