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.

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Lowest energyFastest (lowest RTF)Most accurate (lowest WER)
BatchBatch results only — streaming uses different metrics and never appears here.
AnyBatchStreamingConcurrency

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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whisper-small-nl-batchfaster-whisper / whisper-smallcudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0284 ratiower: 0.1108 ratioram_mb: 1049.66 MBcpu_pct: 1219.30 %temperature_c: 51.50 °Creal_time_factor: 0.0327 ratio
2026-07-31T12:36:49Z
details
Profile
whisper-small-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
cer: 0.0399 ratiower: 0.1091 ratioram_mb: 3986.53 MBcpu_pct: 401.70 %temperature_c: 54.50 °Creal_time_factor: 6.22 ratio
2026-07-31T13:31:53Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
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
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediumintel-xeon-e5-2680-v4common-voice-nl-elderly
cer: 0.0082 ratiower: 0.0290 ratioram_mb: 2149.35 MBcpu_pct: 401.18 %temperature_c: 58 °Creal_time_factor: 2.49 ratio
2026-07-31T15:02:33Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-nl-batchwhisper-cpp / whisper-smallintel-xeon-e5-2680-v4common-voice-nl-elderly
cer: 0.0305 ratiower: 0.1055 ratioram_mb: 834.84 MBcpu_pct: 400.57 %temperature_c: 57 °Creal_time_factor: 0.7712 ratio
2026-07-31T15:16:39Z
details
Profile
whispercpp-small-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
threads
4
whisper-base-de-batchfaster-whisper / whisper-basecudanvidia-rtx-4090fleurs-de
cer: 0.0260 ratiower: 0.0840 ratioram_mb: 836.88 MBcpu_pct: 993.48 %temperature_c: 44 °Creal_time_factor: 0.0194 ratio
2026-07-31T08:27:02Z
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-base-en-batchfaster-whisper / whisper-basecudanvidia-rtx-4090librispeech-en
cer: 0.0390 ratiower: 0.0896 ratioram_mb: 787.38 MBcpu_pct: 1183.06 %temperature_c: 44.50 °Creal_time_factor: 0.0226 ratio
2026-07-31T08:28:14Z
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-4090fleurs-es
cer: 0.0164 ratiower: 0.0712 ratioram_mb: 775.86 MBcpu_pct: 1100.00 %temperature_c: 44 °Creal_time_factor: 0.0214 ratio
2026-07-31T08:28:41Z
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-pt-batchfaster-whisper / whisper-basecudanvidia-rtx-4090fleurs-pt
cer: 0.0182 ratiower: 0.0628 ratioram_mb: 776.64 MBcpu_pct: 1049.89 %temperature_c: 46.50 °Creal_time_factor: 0.0212 ratio
2026-07-31T08:29:32Z
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-de-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-4090fleurs-de
cer: 0.0054 ratiower: 0.0160 ratioram_mb: 3710.72 MBcpu_pct: 381.07 %temperature_c: 45 °Creal_time_factor: 0.0430 ratio
2026-07-31T08:30:41Z
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-en-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-4090librispeech-en
cer: 0.0276 ratiower: 0.0597 ratioram_mb: 3486.19 MBcpu_pct: 516.14 %temperature_c: 45 °Creal_time_factor: 0.0498 ratio
2026-07-31T08:31:23Z
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-4090fleurs-es
cer: 0.0052 ratiower: 0.0085 ratioram_mb: 3431.49 MBcpu_pct: 480.53 %temperature_c: 46 °Creal_time_factor: 0.0495 ratio
2026-07-31T08:32:07Z
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-4090fleurs-fr
cer: 0.0118 ratiower: 0.0411 ratioram_mb: 3442.75 MBcpu_pct: 467.83 %temperature_c: 46 °Creal_time_factor: 0.0597 ratio
2026-07-31T08:32:51Z
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-4090fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3438.61 MBcpu_pct: 490.36 %temperature_c: 45.50 °Creal_time_factor: 0.0659 ratio
2026-07-31T08:33:35Z
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-4090fleurs-pt
cer: 0.0018 ratiower: 0.0082 ratioram_mb: 3475.86 MBcpu_pct: 469.84 %temperature_c: 47 °Creal_time_factor: 0.0460 ratio
2026-07-31T08:34:19Z
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-4090fleurs-de
cer: 0.0073 ratiower: 0.0280 ratioram_mb: 2144.57 MBcpu_pct: 472.20 %temperature_c: 46 °Creal_time_factor: 0.0372 ratio
2026-07-31T08:35:01Z
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-en-batchfaster-whisper / whisper-mediumcudanvidia-rtx-4090librispeech-en
cer: 0.0558 ratiower: 0.1015 ratioram_mb: 1927.13 MBcpu_pct: 610.57 %temperature_c: 46 °Creal_time_factor: 0.0443 ratio
2026-07-31T08:35:28Z
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-4090fleurs-es
cer: 0.0080 ratiower: 0.0199 ratioram_mb: 1911.77 MBcpu_pct: 599.10 %temperature_c: 46.50 °Creal_time_factor: 0.0416 ratio
2026-07-31T08:35:56Z
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-4090fleurs-fr
cer: 0.0357 ratiower: 0.0909 ratioram_mb: 1924.62 MBcpu_pct: 588.33 %temperature_c: 47 °Creal_time_factor: 0.0494 ratio
2026-07-31T08:36:25Z
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-4090fleurs-nl
cer: 0.0173 ratiower: 0.0584 ratioram_mb: 1937.79 MBcpu_pct: 620.62 %temperature_c: 47 °Creal_time_factor: 0.0552 ratio
2026-07-31T08:36:53Z
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-4090fleurs-pt
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 1912.68 MBcpu_pct: 560.45 %temperature_c: 46 °Creal_time_factor: 0.0395 ratio
2026-07-31T08:37:23Z
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-4090fleurs-de
cer: 0.0133 ratiower: 0.0400 ratioram_mb: 1110.47 MBcpu_pct: 702.47 %temperature_c: 46 °Creal_time_factor: 0.0257 ratio
2026-07-31T08:37:44Z
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-en-batchfaster-whisper / whisper-smallcudanvidia-rtx-4090librispeech-en
cer: 0.0357 ratiower: 0.0896 ratioram_mb: 981.93 MBcpu_pct: 878.63 %temperature_c: 46.50 °Creal_time_factor: 0.0310 ratio
2026-07-31T08:37:59Z
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-4090fleurs-es
cer: 0.0122 ratiower: 0.0427 ratioram_mb: 983.17 MBcpu_pct: 838.53 %temperature_c: 46.50 °Creal_time_factor: 0.0291 ratio
2026-07-31T08:38:15Z
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-4090fleurs-fr
cer: 0.0425 ratiower: 0.1173 ratioram_mb: 1027.13 MBcpu_pct: 803.64 %temperature_c: 48 °Creal_time_factor: 0.0349 ratio
2026-07-31T08:38:32Z
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

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

* profile default

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