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accuracy benchmark

Open ASR Leaderboard Overall Leaderboard

Open ASR Leaderboard Overall is an official aggregate Average WER leaderboard published by Hugging Face Audio.

Updated Sep 8, 2026

Models60
Model coverage60
MetricAverage WER
EvidenceB

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Open ASR Leaderboard Overall Ranking

Lower average wer ranks better on this benchmark.

30 of 60 rows
Columns

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Sort by
Rank
Model
Average WER
Percentile
Participants
Evidence
Evaluated
Rank01ModelAUARK-ASR-3BAudio8Average WER4.76 werPercentile100.00%Participants60EvidenceBEvaluatedN/A
Rank02ModelOTMOSS-Transcribe-preview-2BOpenmoss TeamAverage WER4.87 werPercentile98.31%Participants60EvidenceBEvaluatedN/A
Rank03ModelOTMOSS-Transcribe-DiarizeOpenmoss TeamAverage WER5.17 werPercentile96.61%Participants60EvidenceBEvaluatedN/A
Rank04ModelCOcohere-transcribe-03-2026CoherelabsAverage WER5.42 werPercentile94.92%Participants60EvidenceBEvaluatedN/A
Rank05ModelAUARK-ASR-0.6BAudio8Average WER5.53 werPercentile93.22%Participants60EvidenceBEvaluatedN/A
Rank06ModelSOZipformer-cr-ctc-transducer-XL-290MSoundsgoodaiAverage WER5.56 werPercentile91.53%Participants60EvidenceBEvaluatedN/A
Rank07ModelACQwen3-ASR-1.7BAlibaba Cloud / Qwen TeamAverage WER5.76 werPercentile89.83%Participants60EvidenceBEvaluatedN/A
Rank08ModelMIPhi-4-multimodal-instructMicrosoftAverage WER6.02 werPercentile88.14%Participants60EvidenceBEvaluatedN/A
Rank09ModelNVparakeet-tdt-0.6b-v2NVIDIAAverage WER6.05 werPercentile86.44%Participants60EvidenceBEvaluatedN/A
Rank10ModelNVcanary-1b-flashNVIDIAAverage WER6.35 werPercentile84.75%Participants60EvidenceBEvaluatedN/A
Rank11ModelKYstt-2.6b-enKyutaiAverage WER6.40 werPercentile83.05%Participants60EvidenceBEvaluatedN/A
Rank12ModelACQwen3-ASR-0.6BAlibaba Cloud / Qwen TeamAverage WER6.42 werPercentile81.36%Participants60EvidenceBEvaluatedN/A
Rank13ModelNVcanary-1bNVIDIAAverage WER6.50 werPercentile79.66%Participants60EvidenceBEvaluatedN/A
Rank14ModelMAmoonshine-streaming-mediumMoonshine AiAverage WER6.66 werPercentile77.97%Participants60EvidenceBEvaluatedN/A
Rank15ModelSOZipformer-transducer-XL-290MSoundsgoodaiAverage WER6.71 werPercentile76.27%Participants60EvidenceBEvaluatedN/A
Rank16ModelNVparakeet-tdt-1.1bNVIDIAAverage WER7.02 werPercentile74.58%Participants60EvidenceBEvaluatedN/A
Rank17ModelZAGLM-ASR-Nano-2512Zhipu AIAverage WER7.03 werPercentile72.88%Participants60EvidenceBEvaluatedN/A
Rank18ModelAUAudio8-ASR-0.1BAudio8Average WER7.03 werPercentile71.19%Participants60EvidenceBEvaluatedN/A
Rank19ModelMIVoxtral-Mini-3B-2507MistralaiAverage WER7.05 werPercentile69.49%Participants60EvidenceBEvaluatedN/A
Rank20ModelNVcanary-180m-flashNVIDIAAverage WER7.12 werPercentile67.80%Participants60EvidenceBEvaluatedN/A
Rank21ModelNVparakeet-rnnt-1.1bNVIDIAAverage WER7.12 werPercentile66.10%Participants60EvidenceBEvaluatedN/A
Rank22ModelNVcanary-1b-v2NVIDIAAverage WER7.15 werPercentile64.41%Participants60EvidenceBEvaluatedN/A
Rank23ModelDWdistil-large-v3.5Distil WhisperAverage WER7.21 werPercentile62.71%Participants60EvidenceBEvaluatedN/A
Rank24ModelESowsm_ctc_v4_1BEspnetAverage WER7.42 werPercentile61.02%Participants60EvidenceBEvaluatedN/A
Rank25ModelOPWhisper Large V3OpenAIAverage WER7.44 werPercentile59.32%Participants60EvidenceBEvaluatedN/A
Rank26ModelNVparakeet-tdt_ctc-110mNVIDIAAverage WER7.49 werPercentile57.63%Participants60EvidenceBEvaluatedN/A
Rank27ModelNVparakeet-rnnt-0.6bNVIDIAAverage WER7.50 werPercentile55.93%Participants60EvidenceBEvaluatedN/A
Rank28ModelNVparakeet-ctc-0.6bNVIDIAAverage WER7.69 werPercentile54.24%Participants60EvidenceBEvaluatedN/A
Rank29ModelMIVibeVoice-ASR-HFMicrosoftAverage WER7.77 werPercentile52.54%Participants60EvidenceBEvaluatedN/A
Rank30ModelOPwhisper-large-v2OpenAIAverage WER7.84 werPercentile50.85%Participants60EvidenceBEvaluatedN/A

Open ASR Leaderboard Overall Highlights

The leading models and scores on this benchmark.

Open ASR Leaderboard Overall Score Distribution

A closer view of the leading scores on this benchmark.

Open ASR Leaderboard Overall

The Top AI Models for Open ASR Leaderboard Overall

The first five results on this benchmark, with official price and output speed added where the model identity can be matched.

What is Open ASR Leaderboard Overall?

What Open ASR Leaderboard Overall measures and how its scores work.

An official aggregate Average WER leaderboard published by Hugging Face Audio.

Average WER.

Scores are shown in wer. This benchmark is verified and has an evidence level of B.

Family
Open ASR Overall
Modality
audio
Primary category
accuracy
Score direction
lower
LLMBoard eligible
No
Evaluation key
overall

Open ASR Leaderboard. Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about Open ASR Leaderboard Overall.

Which model scores highest on Open ASR Leaderboard Overall?

ARK-ASR-3B is currently ranked first with 4.76 wer.

What are the top three models on Open ASR Leaderboard Overall?

The current leaders are ARK-ASR-3B (4.76 wer), MOSS-Transcribe-preview-2B (4.87 wer), and MOSS-Transcribe-Diarize (5.17 wer).

Which Open ASR Leaderboard Overall model has the lowest official input price?

No matched official input price is currently available.

Which models are fastest among Open ASR Leaderboard Overall results?

No matched runtime record is currently available.

Does the highest average wer result prove overall model quality?

No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.

What does Open ASR Leaderboard Overall measure?

Average WER.

Is a higher average wer better?

No. Lower values rank better for this benchmark.

How many models are compared?

60 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.

Rank #1ARK-ASR-3B4.76 wer
Rank #2MOSS-Transcribe-preview-2B4.87 wer
Rank #3MOSS-Transcribe-Diarize5.17 wer
Rank #4cohere-transcribe-03-20265.42 wer

Ranking basisThis open asr leaderboard overall AI model leaderboard uses ascending average wer in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    AU
    ARK-ASR-3BAudio8
    Average WER
    4.76 wer

    Strengths

    • Ranks #1 of 60 compared models
    • 100th percentile on this benchmark
    • B evidence result

    Considerations

    • This result measures Open ASR Leaderboard Overall, not total model capability
  2. 02
    OT
    MOSS-Transcribe-preview-2BOpenmoss Team
    Average WER
    4.87 wer

    Strengths

    • Ranks #2 of 60 compared models
    • 98th percentile on this benchmark
    • B evidence result

    Considerations

    • This result measures Open ASR Leaderboard Overall, not total model capability
  3. 03
    OT
    Openmoss Team
    Average WER
    5.17 wer

    Strengths

    • Ranks #3 of 60 compared models
    • 97th percentile on this benchmark
    • B evidence result

    Considerations

    • This result measures Open ASR Leaderboard Overall, not total model capability
  4. 04
    CO
    Coherelabs
    Average WER
    5.42 wer

    Strengths

    • Ranks #4 of 60 compared models
    • 95th percentile on this benchmark
    • B evidence result

    Considerations

    • This result measures Open ASR Leaderboard Overall, not total model capability
  5. 05
    AU
    Audio8
    Average WER
    5.53 wer

    Strengths

    • Ranks #5 of 60 compared models
    • 93th percentile on this benchmark
    • B evidence result

    Considerations

    • This result measures Open ASR Leaderboard Overall, not total model capability

Selection summary

Best AI Models for Open ASR Leaderboard Overall

ARK-ASR-3B currently leads Open ASR Leaderboard Overall with 4.76 wer. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.

Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.

MOSS-Transcribe-Diarize
cohere-transcribe-03-2026
ARK-ASR-0.6B
Benchmark rank #1ARK-ASR-3B4.76 wer
Benchmark rank #2MOSS-Transcribe-preview-2B4.87 wer
Benchmark rank #3MOSS-Transcribe-Diarize5.17 wer