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.

This is every verified result, filterable and sortable. Looking for a single best recommendation for your constraints instead? Try the homepage →

Lowest energyFastest (lowest RTF)Most accurate (lowest WER)
AnyEvery verified result, batch and streaming mixed together.
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Sorted by most recently submitted · 25 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whisper-large-v3-pt-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-a4000fleurs-pt
cer: 0.0018 ratiower: 0.0082 ratioram_mb: 3439.57 MBcpu_pct: 296.05 %temperature_c: 74 °Creal_time_factor: 0.0439 ratio
2026-07-31T07:35:15Z
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-en-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000librispeech-en
cer: 0.0352 ratiower: 0.0806 ratioram_mb: 1902.22 MBcpu_pct: 362.32 %temperature_c: 71.50 °Creal_time_factor: 0.0399 ratio
2026-07-31T07:35:35Z
details
Profile
whisper-medium-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-es-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-es
cer: 0.0075 ratiower: 0.0171 ratioram_mb: 1925.58 MBcpu_pct: 362.71 %temperature_c: 76.50 °Creal_time_factor: 0.0356 ratio
2026-07-31T07:35:54Z
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-fr-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-fr
cer: 0.0321 ratiower: 0.0880 ratioram_mb: 1917.34 MBcpu_pct: 367.76 %temperature_c: 66.50 °Creal_time_factor: 0.0430 ratio
2026-07-31T07:36:15Z
details
Profile
whisper-medium-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-medium-nl-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-nl
cer: 0.0173 ratiower: 0.0474 ratioram_mb: 1906.77 MBcpu_pct: 366.81 %temperature_c: 73 °Creal_time_factor: 0.0479 ratio
2026-07-31T07:36:33Z
details
Profile
whisper-medium-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-medium-pt-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-pt
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 1910.70 MBcpu_pct: 354.06 %temperature_c: 72 °Creal_time_factor: 0.0327 ratio
2026-07-31T07:36:53Z
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-en-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000librispeech-en
cer: 0.0374 ratiower: 0.0955 ratioram_mb: 1026.19 MBcpu_pct: 488.70 %temperature_c: 68 °Creal_time_factor: 0.0267 ratio
2026-07-31T07:37:05Z
details
Profile
whisper-small-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-es-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-es
cer: 0.0113 ratiower: 0.0370 ratioram_mb: 1024.84 MBcpu_pct: 483.39 %temperature_c: 69.50 °Creal_time_factor: 0.0230 ratio
2026-07-31T07:37:18Z
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-a4000fleurs-pt
cer: 0.0045 ratiower: 0.0219 ratioram_mb: 1024.17 MBcpu_pct: 486.19 %temperature_c: 72.50 °Creal_time_factor: 0.0218 ratio
2026-07-31T07:37:56Z
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
whisper-tiny-es-batchfaster-whisper / whisper-tinycudanvidia-rtx-a4000fleurs-es
cer: 0.0249 ratiower: 0.0912 ratioram_mb: 755.24 MBcpu_pct: 628.54 %temperature_c: 83 °Creal_time_factor: 0.0165 ratio
2026-07-31T07:38:15Z
details
Profile
whisper-tiny-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-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-a4000fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 4241.03 MBcpu_pct: 262.22 %temperature_c: 65 °Creal_time_factor: 0.0674 ratio
2026-07-30T22:16:54Z
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-medium-nl-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-nl
cer: 0.0173 ratiower: 0.0474 ratioram_mb: 2618.65 MBcpu_pct: 295.85 %temperature_c: 71 °Creal_time_factor: 0.0518 ratio
2026-07-30T22:17:24Z
details
Profile
whisper-medium-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-nl-batchfaster-whisper / whisper-large-v3customfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3886.99 MBcpu_pct: 381.76 %temperature_c: 75.35 °Creal_time_factor: 6.93 ratio
2026-07-30T18:21:31Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcustomfleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 2372.27 MBcpu_pct: 395.57 %temperature_c: 71.85 °Creal_time_factor: 3.63 ratio
2026-07-30T18:38:09Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3rockchip-rk3588fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3755.61 MBcpu_pct: 362.66 %temperature_c: 80.38 °Creal_time_factor: 3.59 ratio
2026-07-30T14:14:49Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumrockchip-rk3588fleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 2218.02 MBcpu_pct: 377.53 %temperature_c: 81.31 °Creal_time_factor: 1.96 ratio
2026-07-30T14:24:41Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3rockchip-rk3588fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3825.51 MBcpu_pct: 434.82 %temperature_c: 82.23 °Creal_time_factor: 3.59 ratio
2026-07-30T14:47:34Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumrockchip-rk3588fleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 1946.45 MBcpu_pct: 446.79 %temperature_c: 83.61 °Creal_time_factor: 1.97 ratio
2026-07-30T14:55:37Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3qualcomm-qcs6490fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3646.74 MBcpu_pct: 366.18 %temperature_c: 92.10 °Creal_time_factor: 4.70 ratio
2026-07-30T13:12:26Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumqualcomm-qcs6490fleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 2365.41 MBcpu_pct: 379.02 %temperature_c: 92.50 °Creal_time_factor: 2.86 ratio
2026-07-30T13:26:01Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3intel-core-i7-1370pfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 5373.01 MBcpu_pct: 341.37 %real_time_factor: 1.13 ratio
2026-07-30T06:44:33Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumintel-core-i7-1370pfleurs-nl
cer: 0.0184 ratiower: 0.0547 ratioram_mb: 3072.78 MBcpu_pct: 362.20 %real_time_factor: 0.6948 ratio
2026-07-30T06:48:10Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3intel-core-i7-1370pfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3520.56 MBcpu_pct: 351.13 %real_time_factor: 4.33 ratio
2026-07-30T07:12:33Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediumintel-core-i7-1370pfleurs-nl
cer: 0.0223 ratiower: 0.0620 ratioram_mb: 1876.94 MBcpu_pct: 315.77 %real_time_factor: 2.21 ratio
2026-07-30T07:24:49Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudaintel-core-i7-1370pfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3460.44 MBcpu_pct: 168.21 %real_time_factor: 0.5050 ratio
2026-07-30T07:35:39Z
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

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

* profile default

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