Zoom Scribe: benchmarking e análise de provedores de API
Análise dos provedores de API de Zoom Scribe em métricas de desempenho, incluindo o Artificial Analysis Word Error Rate Index, velocidade e preço.
Artificial Analysis Word Error Rate (AA-WER) Index por API
Artificial Analysis Word Error Rate (AA-WER) Index por API
% of words transcribed incorrectly · Lower is better · AA-WER v2 incorporates 3 datasets: AA-AgentTalk (50%), VoxPopuli-Cleaned-AA (25%), Earnings22-Cleaned-AA (25%)
Observação: Para o Earnings22, se um modelo não conseguir processar áudio completo de forma confiável devido a limites de tempo, dividimos o áudio em segmentos de aproximadamente 9 minutos (modelos relevantes: Nova 2 Pro, Amazon, GPT-4o Transcribe, OpenAI e GPT-4o Mini Transcribe, OpenAI). Para modelos com limites de tempo ainda menores, dividimos o áudio em segmentos de aproximadamente 30 segundos (modelos relevantes: Canary Qwen 2.5B, NVIDIA e Inworld STT 1).
Benchmarks de API
Artificial Analysis Word Error Rate Index vs. preço
% of words transcribed incorrectly · Lower is better · AA-WER v2 incorporates 3 datasets: AA-AgentTalk (50%), VoxPopuli-Cleaned-AA (25%), Earnings22-Cleaned-AA (25%) · USD per 1000 minutes of audio
Most attractive quadrant
Fator de velocidade
Fator de velocidade
Input audio seconds transcribed per second · Higher is better
Preço
Preço da transcrição
USD per 1000 minutes of audio
Resumo das principais métricas e mais informações
Provedor | Mais detalhes | ||||
|---|---|---|---|---|---|
Qwen3.5 Omni Flash |  Alibaba Cloud | 13.5% | 75.6 | $0.00 | |
Qwen3.5 Omni Plus | Alibaba Cloud | 3.5% | 149.1 | $0.00 | |
Fun-Realtime-ASR-preview | Alibaba Cloud | 1.7% | 20.8 | $2.82 | |
Nova 2 Pro |  Amazon Bedrock | 4.9% | 23.6 | $3.10 | |
Amazon Transcribe | Amazon Bedrock | 4.1% | 39.1 | $6.00 | |
Universal-3.5 Pro |  AssemblyAI | 3.0% | 101.5 | $3.50 | |
Universal-3 Pro | AssemblyAI | 3.1% | 99.5 | $3.50 | |
Universal, AssemblyAI | AssemblyAI | 3.8% | 104.9 | $2.50 | |
MAI-Transcribe-2 |  Microsoft AI | 2.0% | 319.8 | $1.67 | |
MAI-Transcribe-1.5 | Microsoft AI | 2.4% | 78.1 | $6.00 | |
transcribe-03-2026 |  Cohere | 4.6% | 68.9 | $0.00 | |
Nova-3 |  Deepgram | 5.2% | 508.7 | $4.30 | |
Nova-3, Telnyx |  Telnyx | 4.8% | 335.5 | $5.00 | |
Nova-2, Telnyx | Telnyx | 5.1% | 317.3 | $5.00 | |
Scribe v2 |  ElevenLabs | 2.2% | 79.8 | $3.67 | |
Solaria-1, Gladia |  Gladia | 4.1% | 84.4 | $5.02 | |
Solaria-3, Gladia | Gladia | 3.2% | 82.6 | $2.98 | |
Chirp 3, Google |  Google | 4.3% | 28.4 | $16.00 | |
Chirp | Google | 31.2% | 14.5 | $16.00 | |
Gemini 3.5 Transcribe | Google | 2.6% | 89.9 | $5.00 | |
Gemini 3.1 Pro Preview (High) | Google | 2.8% | 8.5 | $18.15 | |
Gemini 3.1 Pro Preview (Low) | Google | 3.6% | 7.7 | $7.72 | |
Gemini 3 Flash (High) | Google | 2.9% | 19.5 | $4.17 | |
Gemini 2.5 Flash Lite | Google | 5.2% | 76.1 | $0.67 | |
Gemini 2.5 Flash | Google | 5.1% | 68.7 | $2.51 | |
Gemini 2.5 Pro | Google | 2.9% | 10.9 | $8.69 | |
Gemini 3.1 Flash-Lite Preview (Minimal) | Google | 3.4% | 88.4 | $1.10 | |
Gradium Speech-to-Text |  Gradium | 6.8% | 1.9 | $13.00 | |
Grok Voice Transcribe 2.0 |  SpaceXAI | 2.3% | 186.9 | $1.67 | |
Inworld STT 1 |  Inworld | 3.9% | 77.4 | $2.50 | |
Voxtral Small Transcribe 3 |  Mistral | 2.1% | 68.2 | $4.00 | |
Voxtral Mini Transcribe 3 | Mistral | 2.2% | 76.5 | $3.50 | |
Voxtral Mini Transcribe 2 | Mistral | 3.6% | 84.6 | $3.00 | |
Voxtral Small | Mistral | 2.8% | 57.9 | $4.00 | |
Voxtral Mini |  DeepInfra | 3.8% | 50.4 | $1.00 | |
Modulate STT Batch English VFast |  Modulate | 4.2% | 43.2 | $0.42 | |
Nemotron 3.5 Transcribe | DeepInfra | 3.4% | 63.6 | $2.00 | |
Parakeet TDT 0.6B V3, Togetherai |  Together AI | 4.5% | 641.5 | $1.50 | |
Canary Qwen 2.5B, NVIDIA |  Replicate | 4.3% | 8.1 | $0.74 | |
Parakeet TDT 0.6B V2, NVIDIA |  NVIDIA | 6.4% | 90.2 | $0.00 | |
Parakeet RNNT 1.1B | Replicate | 5.4% | 6.2 | $1.91 | |
GPT Transcribe, OpenAI |  OpenAI | 3.3% | 45.9 | $4.50 | |
GPT-4o Transcribe | OpenAI | 4.0% | 36.2 | $6.00 | |
GPT-4o Mini Transcribe | OpenAI | 4.5% | 45.3 | $3.00 | |
Smallest AI Pulse Pro |  Smallest.ai | 3.4% | 289.7 | $4.00 | |
Resonant-1 |  Reson8 | 3.4% | 357.6 | $22.33 | |
Rev AI |  Rev AI | 5.9% | 11.6 | $3.33 | |
Smallest AI Pulse | Smallest.ai | 3.3% | 224.2 | $3.00 | |
Soniox v5 Async |  Soniox | 3.8% | 45.6 | $1.66 | |
Speechmatics Melia |  Speechmatics | 4.9% | 174.1 | $4.00 | |
Speechmatics Standard | Speechmatics | 5.1% | 48.2 | $7.50 | |
Speechmatics Enhanced | Speechmatics | 4.0% | 65.0 | $12.50 | |
StepAudio 2.5 ASR, StepFun |  StepFun | 4.7% | 85.2 | $0.37 | |
StepAudio 3 ASR, StepFun | StepFun | 2.5% | 77.3 | $6.67 | |
Whisper Large v3 Turbo |  Groq | 4.6% | 336.6 | $0.67 | |
Whisper Large v3 Turbo, Telnyx | Telnyx | 5.5% | 36.0 | $15.00 | |
Wizper Large v3 |  fal.ai | 4.7% | 184.1 | $0.50 | |
Whisper Large v3 | Replicate | 10.1% | 2.8 | $4.23 | |
Whisper Large v3 | fal.ai | 4.1% | 112.0 | $1.15 | |
Whisper Large v3 | Together AI | 4.5% | 253.8 | $1.50 | |
Whisper Large v2 | OpenAI | 4.1% | 27.9 | $6.00 | |
Zoom Scribe V2 Pro | Zoom | 2.8% | 127.0 | $5.83 |