Codesota · Benchmark · SPGISpeechHome/Leaderboards/Audio & Speech/Automatic Speech Recognition/SPGISpeech
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SPGISpeech.

SPGISpeech is a 5,000-hour corpus of professionally transcribed English earnings calls released by S&P Global Market Intelligence. The largest publicly available financial-domain ASR benchmark.

Paper Leaderboard
§ 01 · SOTA history

Year over year.

§ 02 · Leaderboard

Results by metric.

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Wer

Wer is the reported evaluation metric for SPGISpeech. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Lower is better

Trust tiers for Werverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01Audio Flamingo 3unverified1.862025Paper ↗Code ↗Looks wrong?
02Canary-Qwen-2.5Bunverified1.902025Paper ↗Source ↗Looks wrong?
03Canary-1B-Flashunverified1.952025Paper ↗Source ↗Looks wrong?
04Parakeet-tdt-0.6b-v2unverified2.172023Paper ↗Code ↗Source ↗Looks wrong?
05SYMPHONY-ASRunverified2.292026Paper ↗Looks wrong?
06Voxtral-Mini-3B-2507unverified2.372025Paper ↗Source ↗Looks wrong?
07Voxtral-Mini-4B-Realtime-2602unverified2.422026Paper ↗Source ↗Looks wrong?
08Parakeet-tdt_ctc-110munverified2.542023Paper ↗Code ↗Source ↗Looks wrong?
09Qwen3-ASR-1.7Bunverified2.842026Paper ↗Code ↗Source ↗Looks wrong?
10Distil-large-v3.5unverified2.872023Paper ↗Code ↗Source ↗Looks wrong?
11Owsm_ctc_v3.1_1Bunverified2.872024Paper ↗Code ↗Source ↗Looks wrong?
12Lite-whisper-large-v3-turbo-accunverified2.932025Paper ↗Code ↗Source ↗Looks wrong?
13Whisper Large v3unverified2.942022Paper ↗Code ↗Source ↗Looks wrong?
14Whisper Large v3 Turbounverified2.972022Paper ↗Code ↗Source ↗Looks wrong?
15Phi-4 Multimodal Instructunverified3.062025Paper ↗Source ↗Looks wrong?
16Cohere Transcribe (Mar 2026)unverified3.082026Paper ↗Looks wrong?
17Niagara-38m-batch.enunverified3.102026Paper ↗Source ↗Looks wrong?
18Lite-whisper-large-v3-fastunverified3.152025Paper ↗Code ↗Source ↗Looks wrong?
19Whisper Largeunverified3.202022Paper ↗Code ↗Source ↗Looks wrong?
20Distil-large-v3unverified3.272023Paper ↗Code ↗Source ↗Looks wrong?
21Distil-large-v2unverified3.302023Paper ↗Code ↗Source ↗Looks wrong?
22Parakeet-rnnt-0.6bunverified3.322023Paper ↗Source ↗Looks wrong?
23Whisper-medium.enunverified3.332022Paper ↗Code ↗Source ↗Looks wrong?
24Whisper-small.enunverified3.602022Paper ↗Code ↗Source ↗Looks wrong?
25Granite Speech 4.1 2Bunverified3.782025Paper ↗Source ↗Looks wrong?
26VibeVoice-ASR-HFunverified3.802026Paper ↗Source ↗Looks wrong?
27Distil-small.enunverified3.822023Paper ↗Code ↗Source ↗Looks wrong?
28Distil-medium.enunverified3.832023Paper ↗Code ↗Source ↗Looks wrong?
29Granite Speech 3.3 2Bunverified3.872025Paper ↗Source ↗Looks wrong?
30Whisper Large v2unverified3.872022Paper ↗Code ↗Source ↗Looks wrong?
31Parakeet-ctc-0.6bunverified3.892023Paper ↗Source ↗Looks wrong?
32Granite Speech 3.3 8Bunverified3.912025Paper ↗Source ↗Looks wrong?
33Parakeet-tdt-0.6b-v3unverified3.982023Paper ↗Code ↗Source ↗Looks wrong?
34Asr-conformer-loquaciousunverified4.112025Paper ↗Looks wrong?
35Whisper-base.enunverified4.262022Paper ↗Code ↗Source ↗Looks wrong?
36Stt_en_fastconformer_transducer_largeunverified4.972023Paper ↗Source ↗Looks wrong?
37Stt_en_fastconformer_ctc_largeunverified5.062023Paper ↗Source ↗Looks wrong?
38Moonshine-baseunverified5.462024Paper ↗Code ↗Source ↗Looks wrong?
39Stt_en_conformer_ctc_largeunverified5.572020Paper ↗Code ↗Source ↗Looks wrong?
40Whisper-tiny.enunverified5.932022Paper ↗Code ↗Source ↗Looks wrong?
41Moonshine-streaming-tinyunverified6.162026Paper ↗Looks wrong?
42Moonshine-tinyunverified7.432024Paper ↗Code ↗Source ↗Looks wrong?
43Stt_en_conformer_ctc_smallunverified7.802020Paper ↗Code ↗Source ↗Looks wrong?
44Asr-wav2vec2-librispeechunverified10.392021Paper ↗Code ↗Source ↗Looks wrong?
45Mms-1b-allunverified16.952023Paper ↗Code ↗Source ↗Looks wrong?
46Wav2vec2-large-960h-lv60-selfunverified17.942020Paper ↗Code ↗Source ↗Looks wrong?
47Data2vec-audio-large-960hunverified18.492022Paper ↗Code ↗Source ↗Looks wrong?
48Hubert-xlarge-ls960-ftunverified18.582021Paper ↗Code ↗Source ↗Looks wrong?
49Wav2vec2-conformer-rel-pos-large-960h-ftunverified18.852020Paper ↗Code ↗Source ↗Looks wrong?
50Hubert-large-ls960-ftunverified18.862021Paper ↗Code ↗Source ↗Looks wrong?
51Wav2vec2-conformer-rope-large-960h-ftunverified18.872020Paper ↗Code ↗Source ↗Looks wrong?
52Wav2vec2-large-robust-ft-libri-960hunverified19.032021Paper ↗Code ↗Source ↗Looks wrong?
53wav2vec 2.0 Large (960h)unverified22.822020Paper ↗Code ↗Source ↗Looks wrong?
54Data2vec-audio-base-960hunverified25.462022Paper ↗Code ↗Source ↗Looks wrong?
55Mms-1b-fl102unverified26.212023Paper ↗Code ↗Source ↗Looks wrong?
56Wav2vec2-base-960hunverified27.562020Paper ↗Code ↗Source ↗Looks wrong?
§ 04 · Submit a result

Add to the leaderboard.

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