StepFun: benchmarking y análisis de proveedores de API
Análisis de los proveedores de API de StepFun en métricas de rendimiento, incluido el Artificial Analysis Word Error Rate Index, la velocidad y el precio.
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%)
Nota: Para Earnings22, si un modelo no puede manejar de forma fiable audio de duración completa por límites de tiempo, segmentamos en ~9 minutos (relevante para: Nova 2 Pro, Amazon, GPT-4o Transcribe, OpenAI y GPT-4o Mini Transcribe, OpenAI). Para modelos con límites de tiempo aún más cortos, segmentamos en ~30 segundos (relevante para: Canary Qwen 2.5B, NVIDIA e Inworld STT 1).
Benchmarks de API
Artificial Analysis Word Error Rate Index vs. precio
% 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
Factor de velocidad
Factor de velocidad
Input audio seconds transcribed per second · Higher is better
Precio
Precio de transcripción
USD per 1000 minutes of audio
Resumen de métricas clave e información adicional
Proveedor | Más detalles | ||||
|---|---|---|---|---|---|
Qwen3.5 Omni Flash |  Alibaba Cloud | 13.5% | 77.7 | $0.00 | |
Qwen3.5 Omni Plus | Alibaba Cloud | 3.5% | 151.2 | $0.00 | |
Fun-Realtime-ASR-preview | Alibaba Cloud | 1.7% | 21.0 | $2.82 | |
Nova 2 Pro |  Amazon Bedrock | 4.9% | 23.8 | $3.10 | |
Amazon Transcribe | Amazon Bedrock | 4.1% | 39.4 | $6.00 | |
Universal-3.5 Pro |  AssemblyAI | 3.0% | 100.5 | $3.50 | |
Universal-3 Pro | AssemblyAI | 3.1% | 105.0 | $3.50 | |
Universal, AssemblyAI | AssemblyAI | 3.8% | 106.4 | $2.50 | |
MAI-Transcribe-2 |  Microsoft AI | 2.0% | 311.8 | $1.67 | |
MAI-Transcribe-1.5 | Microsoft AI | 2.4% | 77.8 | $6.00 | |
transcribe-03-2026 |  Cohere | 4.6% | 97.5 | $0.00 | |
Nova-3 |  Deepgram | 5.2% | 527.5 | $4.30 | |
Nova-3, Telnyx |  Telnyx | 4.8% | 325.7 | $5.00 | |
Nova-2, Telnyx | Telnyx | 5.1% | 324.6 | $5.00 | |
Scribe v3, ElevenLabs |  ElevenLabs | 1.9% | 70.9 | $3.33 | |
Scribe v2 | ElevenLabs | 2.2% | 70.8 | $3.67 | |
Solaria-1, Gladia |  Gladia | 4.1% | 86.1 | $5.02 | |
Solaria-3, Gladia | Gladia | 3.2% | 90.0 | $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% | 94.2 | $5.00 | |
Gemini 3.1 Pro Preview (High) | Google | 2.8% | 7.3 | $18.15 | |
Gemini 3.1 Pro Preview (Low) | Google | 3.6% | 7.5 | $7.72 | |
Gemini 3 Flash (High) | Google | 2.9% | 24.2 | $4.17 | |
Gemini 2.5 Flash Lite | Google | 5.2% | 82.4 | $0.67 | |
Gemini 2.5 Flash | Google | 5.1% | 71.0 | $2.51 | |
Gemini 2.5 Pro | Google | 2.9% | 12.2 | $8.69 | |
Gemini 3.1 Flash-Lite Preview (Minimal) | Google | 3.4% | 89.7 | $1.10 | |
Gradium Speech-to-Text |  Gradium | 6.8% | 1.9 | $13.00 | |
Grok Voice Transcribe 2.0 |  SpaceXAI | 2.3% | 197.1 | $1.67 | |
Inworld STT 1 |  Inworld | 3.9% | 74.2 | $2.50 | |
Voxtral Small Transcribe 3 |  Mistral | 2.1% | 64.7 | $4.00 | |
Voxtral Mini Transcribe 3 | Mistral | 2.2% | 78.3 | $3.50 | |
Voxtral Mini Transcribe 2 | Mistral | 3.6% | 86.3 | $3.00 | |
Voxtral Small | Mistral | 2.8% | 60.8 | $4.00 | |
Voxtral Mini |  DeepInfra | 3.8% | 50.7 | $1.00 | |
Modulate STT Batch English VFast |  Modulate | 4.2% | 45.0 | $0.42 | |
Nemotron 3.5 Transcribe | DeepInfra | 3.4% | 63.9 | $2.00 | |
Parakeet TDT 0.6B V3, Togetherai |  Together AI | 4.5% | 655.5 | $1.50 | |
Canary Qwen 2.5B, NVIDIA |  Replicate | 4.3% | 7.8 | $0.74 | |
Parakeet TDT 0.6B V2, NVIDIA |  NVIDIA | 6.4% | 90.6 | $0.00 | |
Parakeet RNNT 1.1B | Replicate | 5.4% | 6.3 | $1.91 | |
GPT Transcribe, OpenAI |  OpenAI | 3.3% | 41.2 | $4.50 | |
GPT-4o Transcribe | OpenAI | 4.0% | 37.5 | $6.00 | |
GPT-4o Mini Transcribe | OpenAI | 4.5% | 47.0 | $3.00 | |
Smallest AI Pulse Pro |  Smallest.ai | 3.4% | 293.8 | $4.00 | |
Resonant-1 |  Reson8 | 3.4% | 355.9 | $22.33 | |
Rev AI |  Rev AI | 5.9% | 10.9 | $3.33 | |
Smallest AI Pulse | Smallest.ai | 3.3% | 230.3 | $3.00 | |
Soniox v6 Async |  Soniox | 3.0% | 81.1 | $1.66 | |
Soniox v5 Async | Soniox | 3.8% | 47.2 | $1.66 | |
Speechmatics Melia |  Speechmatics | 4.9% | 171.5 | $4.00 | |
Speechmatics Standard | Speechmatics | 5.1% | 66.2 | $7.50 | |
Speechmatics Enhanced | Speechmatics | 4.0% | 73.4 | $12.50 | |
StepAudio 2.5 ASR, StepFun | StepFun | 4.7% | 84.6 | $0.37 | |
StepAudio 3 ASR, StepFun | StepFun | 2.5% | 63.2 | $6.67 | |
Whisper Large v3 Turbo |  Groq | 4.6% | 322.0 | $0.67 | |
Whisper Large v3 Turbo, Telnyx | Telnyx | 5.5% | 36.5 | $15.00 | |
Wizper Large v3 |  fal.ai | 4.7% | 188.9 | $0.50 | |
Whisper Large v3 | Replicate | 10.1% | 3.3 | $4.23 | |
Whisper Large v3 | fal.ai | 4.1% | 105.6 | $1.15 | |
Whisper Large v3 | Together AI | 4.5% | 245.8 | $1.50 | |
Whisper Large v2 | OpenAI | 4.1% | 27.0 | $6.00 | |
Zoom Scribe V2 Pro |  Zoom | 2.8% | 125.7 | $5.83 |