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Benchmarks de modelos de IA

Compare modelos de linguagem, imagem, vídeo e voz com dados abertos e rastreáveis.

Áudios curtos, longos e multilíngues usam conjuntos de teste distintos e rankings separados; WER menor é melhor.

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Modelos87
Criadores26
Métricas10

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Escolha 2–3 modelos deste ranking. Apenas medições com a mesma fonte, versão e categoria são comparadas.

PosiçãoModeloPontuaçãoCriadorFonte
1 cohere-transcribe-03-2026Open 5,42 % CohereLabs Open ASR Leaderboard
2 scribe_v1Proprietary 5,47 % zoom Open ASR Leaderboard
3 granite-4.0-1b-speechOpen 5,52 % ibm-granite Open ASR Leaderboard
4 canary-qwen-2.5bOpen 5,63 % nvidia Open ASR Leaderboard
5 granite-speech-3.3-8bOpen 5,74 % ibm-granite Open ASR Leaderboard
6 Qwen3-ASR-1.7BOpen 5,76 % Qwen Open ASR Leaderboard
7 scribe_v2Proprietary 5,83 % elevenlabs Open ASR Leaderboard
8 granite-speech-3.3-2bOpen 6 % ibm-granite Open ASR Leaderboard
9 Phi-4-multimodal-instructOpen 6,02 % microsoft Open ASR Leaderboard
10 parakeet-tdt-0.6b-v2Open 6,05 % nvidia Open ASR Leaderboard
11 universal-3-proProprietary 6,21 % assemblyai Open ASR Leaderboard
12 avalon-v1-enProprietary 6,24 % aquavoice Open ASR Leaderboard
13 parakeet-tdt-0.6b-v3Open 6,32 % nvidia Open ASR Leaderboard
14 canary-1b-flashOpen 6,35 % nvidia Open ASR Leaderboard
15 stt-2.6b-enOpen 6,4 % kyutai Open ASR Leaderboard
16 chirp_2Proprietary 6,42 % google Open ASR Leaderboard
16 Qwen3-ASR-0.6BOpen 6,42 % Qwen Open ASR Leaderboard
17 canary-1bOpen 6,504 % nvidia Open ASR Leaderboard
18 Voxtral-Small-24B-2507Open 6,62 % mistralai Open ASR Leaderboard
19 chirp_3Proprietary 6,63 % google Open ASR Leaderboard
20 moonshine-streaming-mediumOpen 6,66 % usefulsensors Open ASR Leaderboard
21 CrisperWhisperOpen 6,67 % nyrahealth Open ASR Leaderboard
22 Zipformer-transducer-XL-290MOpen 6,79 % soundsgoodai Open ASR Leaderboard
23 scribe_v1Proprietary 6,88 % elevenlabs Open ASR Leaderboard
24 enhancedProprietary 6,91 % speechmatics Open ASR Leaderboard
25 parakeet-tdt-1.1bOpen 7,015 % nvidia Open ASR Leaderboard
26 GLM-ASR-Nano-2512Open 7,03 % zai-org Open ASR Leaderboard
27 Voxtral-Mini-3B-2507Open 7,05 % mistralai Open ASR Leaderboard
28 canary-180m-flashOpen 7,12 % nvidia Open ASR Leaderboard
28 fusionProprietary 7,12 % revai Open ASR Leaderboard
29 parakeet-rnnt-1.1bOpen 7,124 % nvidia Open ASR Leaderboard
30 canary-1b-v2Open 7,15 % nvidia Open ASR Leaderboard
31 distil-large-v3.5Open 7,21 % distil-whisper Open ASR Leaderboard
32 lite-whisper-large-v3-accOpen 7,23 % efficient-speech Open ASR Leaderboard
33 parakeet-ctc-1.1bOpen 7,399 % nvidia Open ASR Leaderboard
34 owsm_ctc_v4_1BOpen 7,42 % espnet Open ASR Leaderboard
35 lite-whisper-large-v3Open 7,43 % efficient-speech Open ASR Leaderboard
36 whisper-large-v3Open 7,44 % openai Open ASR Leaderboard
37 parakeet-tdt_ctc-110mOpen 7,49 % nvidia Open ASR Leaderboard
38 parakeet-rnnt-0.6bOpen 7,495 % nvidia Open ASR Leaderboard
39 distil-large-v3Open 7,518 % distil-whisper Open ASR Leaderboard
40 Voxtral-Mini-4B-Realtime-2602Open 7,68 % mistralai Open ASR Leaderboard
41 parakeet-ctc-0.6bOpen 7,69 % nvidia Open ASR Leaderboard
42 lite-whisper-large-v3-turbo-accOpen 7,77 % efficient-speech Open ASR Leaderboard
42 VibeVoice-ASR-HFOpen 7,77 % microsoft Open ASR Leaderboard
43 whisper-large-v3-turboOpen 7,83 % openai Open ASR Leaderboard
44 whisper-large-v2Open 7,835 % openai Open ASR Leaderboard
45 moonshine-streaming-smallOpen 7,84 % usefulsensors Open ASR Leaderboard
46 distil-large-v2Open 7,921 % distil-whisper Open ASR Leaderboard
47 whisper-largeOpen 7,943 % openai Open ASR Leaderboard
48 machineProprietary 7,95 % revai Open ASR Leaderboard
49 whisper-medium.enOpen 8,09 % openai Open ASR Leaderboard
50 owsm_ctc_v3.1_1BOpen 8,12 % espnet Open ASR Leaderboard
51 omniASR-LLM-7B-v2Open 8,14 % facebook Open ASR Leaderboard
52 lite-whisper-large-v3-fastOpen 8,16 % efficient-speech Open ASR Leaderboard
53 owsm_ctc_v3.2_ft_1BOpen 8,25 % espnet Open ASR Leaderboard
54 chirpProprietary 8,29 % google Open ASR Leaderboard
55 stt_en_conformer_ctc_largeOpen 8,319 % nvidia Open ASR Leaderboard
56 asr-conformer-largescaleasrOpen 8,48 % speechbrain Open ASR Leaderboard
57 fixie-ai-ultravox-v0_6-llama-3_1-8bOpen 8,52 % ultravox Open ASR Leaderboard
58 distil-small.enOpen 8,568 % distil-whisper Open ASR Leaderboard
59 whisper-small.enOpen 8,59 % openai Open ASR Leaderboard
60 distil-medium.enOpen 8,765 % distil-whisper Open ASR Leaderboard
61 stt_en_fastconformer_ctc_largeOpen 8,965 % nvidia Open ASR Leaderboard
62 stt_en_fastconformer_transducer_largeOpen 9,058 % nvidia Open ASR Leaderboard
63 moonshine-baseOpen 9,99 % usefulsensors Open ASR Leaderboard
64 stt_en_conformer_transducer_smallOpen 10,258 % nvidia Open ASR Leaderboard
65 whisper-base.enOpen 10,318 % openai Open ASR Leaderboard
66 asr-19m-v2-en-32bOpen 10,61 % abr-ai Open ASR Leaderboard
67 omniASR-CTC-7B-v2Open 10,65 % facebook Open ASR Leaderboard
68 stt_en_conformer_ctc_smallOpen 11,159 % nvidia Open ASR Leaderboard
69 moonshine-streaming-tinyOpen 12 % usefulsensors Open ASR Leaderboard
70 moonshine-tinyOpen 12,65 % usefulsensors Open ASR Leaderboard
71 whisper-tiny.enOpen 12,806 % openai Open ASR Leaderboard
72 asr-wav2vec2-librispeechOpen 14,348 % speechbrain Open ASR Leaderboard
73 wav2vec2-large-960h-lv60-selfOpen 21,273 % facebook Open ASR Leaderboard
74 mms-1b-allOpen 22,539 % facebook Open ASR Leaderboard
75 hubert-xlarge-ls960-ftOpen 22,548 % facebook Open ASR Leaderboard
76 hubert-large-ls960-ftOpen 22,694 % facebook Open ASR Leaderboard
77 wav2vec2-large-robust-ft-libri-960hOpen 22,931 % facebook Open ASR Leaderboard
78 data2vec-audio-large-960hOpen 23,21 % facebook Open ASR Leaderboard
79 wav2vec2-conformer-rope-large-960h-ftOpen 23,284 % facebook Open ASR Leaderboard
80 wav2vec2-conformer-rel-pos-large-960h-ftOpen 23,291 % facebook Open ASR Leaderboard
81 wav2vec2-large-960hOpen 26,773 % facebook Open ASR Leaderboard
82 data2vec-audio-base-960hOpen 28,303 % facebook Open ASR Leaderboard
83 wav2vec2-base-960hOpen 29,403 % facebook Open ASR Leaderboard
84 mms-1b-fl102Open 39,796 % facebook Open ASR Leaderboard

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