Ink Preview: benchmarking e análise de provedores de API
Análise dos provedores de API de Ink Preview em métricas de desempenho, incluindo o índice de taxa de erro de palavras da Artificial Analysis, velocidade e preço.
Destaques
Índice de taxa de erro de palavras da Artificial Analysis (AA-WER) por API
Índice de taxa de erro de palavras da Artificial Analysis (AA-WER) 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
Índice de taxa de erro de palavras da Artificial Analysis 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% | 73.9 | 0.00 | |
Qwen3.5 Omni Plus | Alibaba Cloud | 3.5% | 97.0 | 0.00 | |
Fun-Realtime-ASR-preview | Alibaba Cloud | 1.7% | 19.9 | 0.00 | |
Nova 2 Pro |  Amazon Bedrock | 4.9% | 23.0 | 3.10 | |
Amazon Transcribe | Amazon Bedrock | 4.1% | 31.9 | 6.00 | |
Universal-3 Pro |  AssemblyAI | 3.1% | 107.8 | 3.50 | |
Universal, AssemblyAI | AssemblyAI | 3.8% | 117.5 | 2.50 | |
MAI-Transcribe-2 |  Microsoft AI | 2.0% | 374.5 | 1.67 | |
MAI-Transcribe-1.5 | Microsoft AI | 2.4% | 192.0 | 6.00 | |
MAI-Transcribe-1 | Microsoft AI | 2.6% | 68.6 | 6.00 | |
transcribe-03-2026 |  Cohere | 4.6% | 112.9 | 0.00 | |
Nova-3 |  Deepgram | 5.2% | 582.9 | 4.30 | |
Nova-3, Telnyx |  Telnyx | 4.8% | 416.2 | 7.40 | |
Nova-2, Telnyx | Telnyx | 5.1% | 420.3 | 7.40 | |
Scribe v2 |  ElevenLabs | 2.2% | 84.4 | 3.67 | |
Solaria-1, Gladia |  Gladia | 4.1% | 80.1 | 10.17 | |
Solaria-3, Gladia | Gladia | 3.2% | 80.8 | 10.16 | |
Chirp 3, Google |  Google | 4.3% | 30.5 | 16.00 | |
Chirp | Google | 31.2% | 13.9 | 16.00 | |
Gemini 3.5 Transcribe | Google | 2.6% | 91.1 | 5.00 | |
Gemini 3.1 Pro Preview (High) | Google | 2.8% | 7.0 | 18.15 | |
Gemini 3.1 Pro Preview (Low) | Google | 3.6% | 7.0 | 7.72 | |
Gemini 3 Flash (High) | Google | 2.9% | 22.4 | 13.70 | |
Gemini 2.5 Flash Lite | Google | 5.2% | 83.0 | 6.56 | |
Gemini 2.5 Flash | Google | 5.1% | 72.8 | 6.66 | |
Gemini 2.5 Pro | Google | 2.9% | 13.5 | 11.39 | |
Gemini 3.1 Flash-Lite Preview (Minimal) | Google | 3.4% | 80.1 | 5.83 | |
Gradium Speech-to-Text |  Gradium | 6.8% | 2.3 | 13.00 | |
Grok Voice Transcribe 2.0 |  SpaceXAI | 2.3% | 154.4 | 1.67 | |
Grok Voice Transcribe 1.0 | SpaceXAI | 4.0% | 285.5 | 1.67 | |
Inworld STT 1 |  Inworld | 3.9% | 169.4 | 2.50 | |
Voxtral Mini Transcribe 2 |  Mistral | 3.6% | 77.7 | 3.00 | |
Voxtral Small | Mistral | 2.8% | 66.0 | 4.00 | |
Voxtral Mini |  DeepInfra | 3.8% | 51.0 | 1.00 | |
Modulate STT Batch English VFast |  Modulate | 4.2% | 61.1 | 0.42 | |
Canary Qwen 2.5B, NVIDIA |  Replicate | 4.3% | 6.9 | 0.74 | |
Parakeet TDT 0.6B V2, NVIDIA |  NVIDIA | 6.4% | 99.2 | 0.00 | |
Parakeet RNNT 1.1B | Replicate | 5.4% | 6.3 | 1.91 | |
GPT Transcribe, OpenAI |  OpenAI | 3.3% | 42.8 | 4.50 | |
GPT-4o Transcribe | OpenAI | 4.0% | 36.1 | 6.00 | |
GPT-4o Mini Transcribe | OpenAI | 4.5% | 43.6 | 3.00 | |
Smallest AI Pulse Pro |  Smallest.ai | 2.4% | 284.5 | 4.00 | |
Resonant-1 |  Reson8 | 3.4% | 334.0 | 3.60 | |
Rev AI |  Rev AI | 5.9% | 12.3 | 3.33 | |
Smallest AI Pulse | Smallest.ai | 4.4% | 288.6 | 5.00 | |
Soniox v5 Async |  Soniox | 3.8% | 36.3 | 1.66 | |
Soniox V4 | Soniox | 3.9% | 43.4 | 1.66 | |
Speechmatics Melia |  Speechmatics | 4.9% | 173.6 | 4.00 | |
Speechmatics Standard | Speechmatics | 5.1% | 96.2 | 7.50 | |
Speechmatics Enhanced | Speechmatics | 4.0% | 55.1 | 12.50 | |
StepAudio 2.5 ASR, StepFun |  StepFun | 4.7% | 88.1 | 0.37 | |
StepAudio 3 ASR, StepFun | StepFun | 1.7% | 87.9 | 6.67 | |
Whisper Large v3 Turbo |  Groq | 4.6% | 116.0 | 0.67 | |
Whisper Large v3 Turbo, Telnyx | Telnyx | 5.5% | 38.4 | 15.00 | |
Wizper Large v3 |  fal.ai | 4.7% | 241.0 | 0.50 | |
Incredibly Fast Whisper | Replicate | 5.7% | 54.4 | 1.49 | |
Whisper Large v3 | Replicate | 10.1% | 2.6 | 4.23 | |
Whisper Large v3 | fal.ai | 4.1% | 106.6 | 1.15 | |
Whisper Large v2 | OpenAI | 4.1% | 29.1 | 6.00 |