GOESB

GOESB — Global Open Edge Speech Benchmark · pronounced “goose-bee”

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Objective, reproducible benchmarks for local (edge) speech AI. Every result here re-verified its hash and signature before being accepted — see why you can trust the numbers. New here? Read the docs.

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Lowest energyFastest (lowest RTF)Most accurate (lowest WER)
AnyEvery verified result, batch and streaming mixed together.
AnyBatchStreamingConcurrency

Sorted by most recently submitted · 25 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whisper-large-v3-es-streamingfaster-whisper / whisper-large-v3apple-m1-profleurs-es
wer: 0.0313 ratioram_mb: 3758.84 MBcpu_pct: 427.98 %real_time_factor: 4.16 ratioupdate_frequency: 1.12 Hzpartial_stability: 0.8860 ratiofirst_final_latency: 7733.59 msend_of_speech_latency: 5610.75 msfirst_partial_latency: 5245.80 msstreaming_responsiveness: 0.1921 index
2026-08-03T10:54:20Z
details
Profile
whisper-large-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-es-streamingfaster-whisper / whisper-mediumapple-m1-profleurs-es
wer: 0.0427 ratioram_mb: 2117.15 MBcpu_pct: 444.97 %real_time_factor: 2.28 ratioupdate_frequency: 1.11 Hzpartial_stability: 0.8965 ratiofirst_final_latency: 6852.49 msend_of_speech_latency: 3473.60 msfirst_partial_latency: 3122.66 msstreaming_responsiveness: 0.3155 index
2026-08-03T12:39:51Z
details
Profile
whisper-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
vosk-medium-es-streamingvosk / vosk-model-es-0.42apple-m1-profleurs-es
wer: 0.0313 ratioram_mb: 4547.58 MBcpu_pct: 78.49 %real_time_factor: 0.0449 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.9782 ratiofirst_final_latency: 9810.26 msend_of_speech_latency: 1407.94 msfirst_partial_latency: 1749.34 msstreaming_responsiveness: 0.6388 index
2026-08-03T13:59:23Z
details
Profile
vosk-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
whispercpp-large-v3-es-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-es
wer: 0.0399 ratioram_mb: 4063.33 MBcpu_pct: 8.20 %real_time_factor: 1.07 ratioupdate_frequency: 0.9534 Hzpartial_stability: 0.9450 ratiofirst_final_latency: 5233.96 msend_of_speech_latency: 2160.05 msfirst_partial_latency: 1734.84 msstreaming_responsiveness: 0.5007 index
2026-08-03T14:27:31Z
details
Profile
whispercpp-large-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whisper-large-v3-de-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-de
cer: 0.0054 ratiower: 0.0160 ratioram_mb: 3735.71 MBcpu_pct: 228.08 %temperature_c: 53.69 °Creal_time_factor: 0.0265 ratio
2026-08-01T13:57:39Z
details
Profile
whisper-large-v3-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-es-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-es
cer: 0.0052 ratiower: 0.0085 ratioram_mb: 3595.43 MBcpu_pct: 359.23 %temperature_c: 53.13 °Creal_time_factor: 0.0322 ratio
2026-08-01T13:58:17Z
details
Profile
whisper-large-v3-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-fr-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-fr
cer: 0.0127 ratiower: 0.0440 ratioram_mb: 3531.94 MBcpu_pct: 329.03 %temperature_c: 54.50 °Creal_time_factor: 0.0370 ratio
2026-08-01T13:58:37Z
details
Profile
whisper-large-v3-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3550.39 MBcpu_pct: 353.01 %temperature_c: 52.38 °Creal_time_factor: 0.0442 ratio
2026-08-01T13:58:57Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-pt-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-pt
cer: 0.0018 ratiower: 0.0082 ratioram_mb: 3497.17 MBcpu_pct: 370.52 %temperature_c: 53.56 °Creal_time_factor: 0.0296 ratio
2026-08-01T13:59:17Z
details
Profile
whisper-large-v3-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-de-batchfaster-whisper / whisper-mediumcudanvidia-rtx-5090fleurs-de
cer: 0.0079 ratiower: 0.0360 ratioram_mb: 2228.55 MBcpu_pct: 299.42 %temperature_c: 52.38 °Creal_time_factor: 0.0262 ratio
2026-08-01T13:59:46Z
details
Profile
whisper-medium-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-es-batchfaster-whisper / whisper-mediumcudanvidia-rtx-5090fleurs-es
cer: 0.0066 ratiower: 0.0171 ratioram_mb: 2033.13 MBcpu_pct: 406.39 %temperature_c: 51.06 °Creal_time_factor: 0.0281 ratio
2026-08-01T14:00:15Z
details
Profile
whisper-medium-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-pt-batchfaster-whisper / whisper-mediumcudanvidia-rtx-5090fleurs-pt
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 2080.83 MBcpu_pct: 401.70 %temperature_c: 53.50 °Creal_time_factor: 0.0268 ratio
2026-08-01T14:01:01Z
details
Profile
whisper-medium-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-de-batchfaster-whisper / whisper-smallcudanvidia-rtx-5090fleurs-de
cer: 0.0133 ratiower: 0.0400 ratioram_mb: 1228.77 MBcpu_pct: 375.89 %temperature_c: 54.31 °Creal_time_factor: 0.0198 ratio
2026-08-01T14:01:17Z
details
Profile
whisper-small-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-es-batchfaster-whisper / whisper-smallcudanvidia-rtx-5090fleurs-es
cer: 0.0113 ratiower: 0.0370 ratioram_mb: 1106.50 MBcpu_pct: 497.44 %temperature_c: 55 °Creal_time_factor: 0.0223 ratio
2026-08-01T14:01:38Z
details
Profile
whisper-small-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-pt-batchfaster-whisper / whisper-smallcudanvidia-rtx-5090fleurs-pt
cer: 0.0045 ratiower: 0.0219 ratioram_mb: 1106.49 MBcpu_pct: 448.16 %temperature_c: 54.31 °Creal_time_factor: 0.0219 ratio
2026-08-01T14:02:11Z
details
Profile
whisper-small-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whispercpp-medium-de-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-de
cer: 0.0066 ratiower: 0.0240 ratioram_mb: 1861.20 MBcpu_pct: 278.78 %temperature_c: 60.38 °Creal_time_factor: 0.5654 ratio
2026-08-01T14:11:36Z
details
Profile
whispercpp-medium-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-es-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-es
cer: 0.0075 ratiower: 0.0171 ratioram_mb: 1856.75 MBcpu_pct: 399.27 %temperature_c: 60.69 °Creal_time_factor: 0.5587 ratio
2026-08-01T14:20:53Z
details
Profile
whispercpp-medium-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-pt-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-pt
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 1859.49 MBcpu_pct: 398.70 %temperature_c: 60 °Creal_time_factor: 0.5258 ratio
2026-08-01T14:30:55Z
details
Profile
whispercpp-medium-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-de-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-de
cer: 0.0181 ratiower: 0.0440 ratioram_mb: 720.56 MBcpu_pct: 304.44 %temperature_c: 59.75 °Creal_time_factor: 0.1732 ratio
2026-08-01T14:32:24Z
details
Profile
whispercpp-small-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-es-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-es
cer: 0.0117 ratiower: 0.0399 ratioram_mb: 716.63 MBcpu_pct: 400.56 %temperature_c: 59.38 °Creal_time_factor: 0.1827 ratio
2026-08-01T14:36:04Z
details
Profile
whispercpp-small-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-pt-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-pt
cer: 0.0059 ratiower: 0.0301 ratioram_mb: 719.42 MBcpu_pct: 398.11 %temperature_c: 58.56 °Creal_time_factor: 0.1649 ratio
2026-08-01T14:39:18Z
details
Profile
whispercpp-small-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
vosk-medium-es-batchvosk / vosk-model-es-0.42customfleurs-es
cer: 0.0099 ratiower: 0.0313 ratioram_mb: 4185.06 MBcpu_pct: 85.33 %temperature_c: 56.75 °Creal_time_factor: 0.1426 ratio
2026-08-01T13:46:19Z
details
Profile
vosk-medium-es-batch@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0073 ratiower: 0.0264 ratioram_mb: 3448.98 MBcpu_pct: 754.01 %temperature_c: 49.50 °Creal_time_factor: 0.0532 ratio
2026-07-31T12:34:35Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0116 ratiower: 0.0422 ratioram_mb: 1894.50 MBcpu_pct: 875.91 %temperature_c: 50.50 °Creal_time_factor: 0.0453 ratio
2026-07-31T12:36:00Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3intel-xeon-e5-2680-v4common-voice-nl-elderly
cer: 0.0077 ratiower: 0.0237 ratioram_mb: 3986.47 MBcpu_pct: 401.34 %temperature_c: 54 °Creal_time_factor: 4.96 ratio
2026-07-31T14:17:07Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
threads
4

Constant across this view: beam_size 5 · chunk_ms 1000 · quantization int8 · threads 4 · vad true

* profile default

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