model,Avg. WER,RTFx,Backend,Hardware,AMI WER,Earnings22 WER,Gigaspeech WER,LS Clean WER,LS Other WER,SPGISpeech WER,Tedlium WER,Voxpopuli WER
faster-whisper/base.en,10.12,38.92,Faster-whisper,CUDA,21.51,15.68,11.33,4.04,10.08,4.42,4.73,9.21
faster-whisper/distil-large-v2,8.1,42.56,Faster-whisper,CUDA,14.93,13.88,10.36,2.96,6.57,3.47,4.29,8.36
faster-whisper/distil-large-v3,7.41,43.62,Faster-whisper,CUDA,15.49,11.37,9.99,2.31,4.9,3.41,3.91,7.88
faster-whisper/distil-medium.en,8.91,50.96,Faster-whisper,CUDA,16.28,13.1,11.18,4.33,8.08,4.06,5.15,9.1
faster-whisper/distil-small.en,8.58,49.92,Faster-whisper,CUDA,15.61,13.19,10.81,3.69,7.83,3.96,4.81,8.75
faster-whisper/large-v1,7.69,18.54,Faster-whisper,CUDA,17.17,11.74,10.04,2.34,5.1,3.74,4.05,7.33
faster-whisper/large-v2,8.6,16.47,Faster-whisper,CUDA,17.6,17.55,10.5,2.39,4.7,3.95,4.6,7.49
faster-whisper/large-v3,7.19,19.13,Faster-whisper,CUDA,16.08,10.71,9.68,2.68,4.29,3.09,3.78,7.24
faster-whisper/large-v3-turbo,7.12,39.54,Faster-whisper,CUDA,16.2,11,9.73,1.87,3.83,3.04,3.75,7.58
faster-whisper/medium.en,7.81,24.48,Faster-whisper,CUDA,17.07,12.07,10.11,2.59,5.4,3.47,4.28,7.52
faster-whisper/small.en,8.26,34.31,Faster-whisper,CUDA,17.35,12.48,10.38,2.92,6.57,4.12,4.32,7.96
faster-whisper/tiny.en,11.65,49.44,Faster-whisper,CUDA,22.37,17.96,12.65,5.31,13.06,5.61,5.69,10.56
trt-llm/distil-large-v2,7.76,393.06,TensorRT-LLM,CUDA,14.6,12.06,10.29,3.02,6.51,3.27,4.4,7.92
trt-llm/distil-large-v3,7.38,395.12,TensorRT-LLM,CUDA,14.94,11.36,10.15,2.58,5.29,3.15,3.79,7.81
trt-llm/distil-medium.en,8.52,619.41,TensorRT-LLM,CUDA,15.95,12.82,11.06,3.64,7.59,3.75,4.75,8.58
trt-llm/distil-small.en,8.44,988.16,TensorRT-LLM,CUDA,15.56,13.08,10.78,3.47,7.75,3.8,4.61,8.44
trt-llm/whisper-base.en,9.89,1223.93,TensorRT-LLM,CUDA,19.48,14.9,11.92,4.03,10.06,4.21,5.09,9.42
trt-llm/whisper-large,7.64,230.31,TensorRT-LLM,CUDA,16.32,11.91,10.47,2.63,5.35,3.11,4.02,7.3
trt-llm/whisper-large-v2,7.67,230.95,TensorRT-LLM,CUDA,16.59,11.89,10.58,2.44,4.94,3.81,4.03,7.12
trt-llm/whisper-large-v3,7.07,230.69,TensorRT-LLM,CUDA,15.28,10.87,10.03,2,3.87,2.7,4.06,7.76
trt-llm/whisper-large-v3-turbo,7.47,422.49,TensorRT-LLM,CUDA,15.59,10.99,10.23,1.93,3.88,2.72,6.07,8.36
trt-llm/whisper-medium.en,7.84,402.78,TensorRT-LLM,CUDA,16.12,12.46,10.79,2.78,5.64,3.32,3.97,7.62
trt-llm/whisper-small.en,8.31,795.62,TensorRT-LLM,CUDA,17.11,12.92,10.84,3.12,6.91,3.53,3.97,8.05
trt-llm/whisper-tiny.en,12.13,1318.96,TensorRT-LLM,CUDA,22.31,18.42,13.42,5.64,13.65,5.87,6.69,11.04
distil-whisper/distil-large-v2,7.92,202.95,transformers,CUDA,14.67,12.19,10.32,2.94,6.84,3.3,4.87,8.24
distil-whisper/distil-large-v3,7.52,214.42,transformers,CUDA,16.32,11.79,10.08,2.54,5.19,3.27,3.86,8.25
distil-whisper/distil-medium.en,8.77,279.73,transformers,CUDA,16.12,12.99,11.3,3.69,8.35,3.83,4.84,9
distil-whisper/distil-small.en,8.57,331.89,transformers,CUDA,16.16,13.15,10.87,3.48,7.73,3.82,4.54,8.79
openai/whisper-base.en,10.32,320.67,transformers,CUDA,21.13,15.09,12.83,4.25,10.35,4.26,4.87,9.76
openai/whisper-large,7.94,143.76,transformers,CUDA,16.73,12.91,10.76,2.73,5.54,3.2,3.91,7.76
openai/whisper-large-v2,7.83,144.45,transformers,CUDA,16.74,12.05,10.67,2.83,5.14,3.87,3.9,7.48
openai/whisper-large-v3,7.44,145.51,transformers,CUDA,15.95,11.29,10.02,2.01,3.91,2.94,3.86,9.54
openai/whisper-large-v3-turbo,7.83,200.19,transformers,CUDA,16.13,11.63,10.14,2.1,4.24,2.97,3.57,11.87
openai/whisper-medium.en,8.09,182.13,transformers,CUDA,16.68,12.63,11.03,3.02,5.85,3.33,4.12,8.06
openai/whisper-small.en,8.59,268.91,transformers,CUDA,17.93,12.97,11.35,3.05,7.25,3.6,4.07,8.5
openai/whisper-tiny.en,12.81,348.12,transformers,CUDA,24.24,19.12,14.08,5.66,15.45,5.93,5.97,12
Whisper.cpp/distil-whisper-large-v3,,,Whisper.cpp,Metal,,,,,,,,
Whisper.cpp/whisper-base.en,10.55,,Whisper.cpp,Metal,23.9,15.62,12.19,4.19,9.99,4.19,4.95,9.39
Whisper.cpp/whisper-large-v3-turbo,8.53,,Whisper.cpp,Metal,21.34,12.26,10.56,2.08,4.11,2.88,3.76,11.27
Whisper.cpp/whisper-small.en,9.05,,Whisper.cpp,Metal,22.16,13.57,11.22,2.85,6.83,3.51,4.07,8.18
Whisper.cpp/whisper-tiny.en,12.59,,Whisper.cpp,Metal,26.38,18.77,13.67,5.63,13.52,5.71,5.99,11.04
WhisperKit/distil-whisper-large-v3,8.32,,WhisperKit,Metal,20.84,12.44,10.56,2.36,5.07,3.4,3.95,7.95
WhisperKit/whisper-base.en,10.76,,WhisperKit,Metal,24.27,15.56,12.27,3.98,10.01,5.72,4.91,9.37
WhisperKit/whisper-large-v3-turbo,9.02,,WhisperKit,Metal,21.7,12.08,10.61,1.94,3.9,2.92,3.57,15.46
WhisperKit/whisper-small.en,9.44,,WhisperKit,Metal,22.48,13.64,11.37,2.88,6.82,5.99,4.12,8.2
WhisperKit/whisper-tiny.en,12.68,,WhisperKit,Metal,26.82,18.57,13.72,5.57,13.51,6.2,6.01,11.05
WhisperMLX/distil-whisper-large-v3,7.51,,WhisperMLX,Metal,15.65,11.45,10.09,2.33,5.09,3.46,4.02,7.96
WhisperMLX/whisper-base.en,16.7,,WhisperMLX,Metal,56.69,23.99,13.16,7.82,11.09,4.89,5.86,10.13
WhisperMLX/whisper-large-v3-turbo,9,,WhisperMLX,Metal,22.74,12.12,10.27,1.91,3.99,3.16,3.89,13.96
WhisperMLX/whisper-small.en,11.05,,WhisperMLX,Metal,27.2,15.72,10.85,3.01,7.81,,4.45,8.3
WhisperMLX/whisper-tiny.en,20.59,,WhisperMLX,Metal,56.97,29,16.53,6.73,16.81,,6.09,12.02