GOESB

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

Leaderboard

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.
AnyBatchStreamingConcurrency

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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whisper-tiny-de-batchfaster-whisper / whisper-tinycudanvidia-rtx-a4000fleurs-de
cer: 0.0471 ratiower: 0.1600 ratioram_mb: 749.64 MBcpu_pct: 626.78 %temperature_c: 73.50 °Creal_time_factor: 0.0169 ratio
2026-07-31T06:53:09Z
details
Profile
whisper-tiny-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-base-de-batchfaster-whisper / whisper-basecudanvidia-rtx-a4000fleurs-de
cer: 0.0242 ratiower: 0.0800 ratioram_mb: 817.86 MBcpu_pct: 460.81 %temperature_c: 74 °Creal_time_factor: 0.0173 ratio
2026-07-31T06:54:40Z
details
Profile
whisper-base-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-de-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-a4000fleurs-de
cer: 0.0054 ratiower: 0.0160 ratioram_mb: 3800.52 MBcpu_pct: 266.00 %temperature_c: 70.50 °Creal_time_factor: 0.0418 ratio
2026-07-31T06:55:15Z
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-medium-de-batchfaster-whisper / whisper-mediumcudanvidia-rtx-a4000fleurs-de
cer: 0.0073 ratiower: 0.0280 ratioram_mb: 2182.15 MBcpu_pct: 329.96 %temperature_c: 69 °Creal_time_factor: 0.0327 ratio
2026-07-31T06:55:41Z
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-small-de-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-de
cer: 0.0133 ratiower: 0.0400 ratioram_mb: 1158.54 MBcpu_pct: 411.98 %temperature_c: 68 °Creal_time_factor: 0.0217 ratio
2026-07-31T06:55:58Z
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-base-en-batchfaster-whisper / whisper-basecudanvidia-rtx-a4000librispeech-en
cer: 0.0406 ratiower: 0.0985 ratioram_mb: 805.44 MBcpu_pct: 588.90 %temperature_c: 66 °Creal_time_factor: 0.0205 ratio
2026-07-31T07:31:20Z
details
Profile
whisper-base-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-base-es-batchfaster-whisper / whisper-basecudanvidia-rtx-a4000fleurs-es
cer: 0.0188 ratiower: 0.0769 ratioram_mb: 798.27 MBcpu_pct: 589.43 %temperature_c: 61.50 °Creal_time_factor: 0.0193 ratio
2026-07-31T07:31:54Z
details
Profile
whisper-base-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-base-fr-batchfaster-whisper / whisper-basecudanvidia-rtx-a4000fleurs-fr
cer: 0.0665 ratiower: 0.1935 ratioram_mb: 794.50 MBcpu_pct: 568.82 %temperature_c: 68 °Creal_time_factor: 0.0211 ratio
2026-07-31T07:32:10Z
details
Profile
whisper-base-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-base-nl-batchfaster-whisper / whisper-basecudanvidia-rtx-a4000fleurs-nl
cer: 0.0981 ratiower: 0.3066 ratioram_mb: 792.94 MBcpu_pct: 575.98 %temperature_c: 67.50 °Creal_time_factor: 0.0268 ratio
2026-07-31T07:32:24Z
details
Profile
whisper-base-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-base-pt-batchfaster-whisper / whisper-basecudanvidia-rtx-a4000fleurs-pt
cer: 0.0159 ratiower: 0.0546 ratioram_mb: 795.37 MBcpu_pct: 549.23 %temperature_c: 68 °Creal_time_factor: 0.0174 ratio
2026-07-31T07:32:57Z
details
Profile
whisper-base-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-large-v3-en-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-a4000librispeech-en
cer: 0.0276 ratiower: 0.0597 ratioram_mb: 3408.59 MBcpu_pct: 322.54 %temperature_c: 70 °Creal_time_factor: 0.0501 ratio
2026-07-31T07:33:23Z
details
Profile
whisper-large-v3-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-large-v3-es-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-a4000fleurs-es
cer: 0.0052 ratiower: 0.0085 ratioram_mb: 3434.20 MBcpu_pct: 304.49 %temperature_c: 71.50 °Creal_time_factor: 0.0474 ratio
2026-07-31T07:33:51Z
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-a4000fleurs-fr
cer: 0.0118 ratiower: 0.0411 ratioram_mb: 3509.55 MBcpu_pct: 294.81 %temperature_c: 70 °Creal_time_factor: 0.0583 ratio
2026-07-31T07:34:19Z
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-a4000fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3441.02 MBcpu_pct: 315.37 %temperature_c: 69 °Creal_time_factor: 0.0655 ratio
2026-07-31T07:34:47Z
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-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-fr-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-fr
cer: 0.0425 ratiower: 0.1114 ratioram_mb: 1023.12 MBcpu_pct: 481.34 %temperature_c: 67.50 °Creal_time_factor: 0.0290 ratio
2026-07-31T07:37:31Z
details
Profile
whisper-small-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-small-nl-batchfaster-whisper / whisper-smallcudanvidia-rtx-a4000fleurs-nl
cer: 0.0501 ratiower: 0.1679 ratioram_mb: 1023.42 MBcpu_pct: 502.59 %temperature_c: 64 °Creal_time_factor: 0.0331 ratio
2026-07-31T07:37:43Z
details
Profile
whisper-small-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-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

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

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