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)
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-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
whisper-small-nl-batchfaster-whisper / whisper-smallcudanvidia-rtx-4090fleurs-nl
cer: 0.0462 ratiower: 0.1679 ratioram_mb: 1048.79 MBcpu_pct: 872.14 %temperature_c: 47 °Creal_time_factor: 0.0392 ratio
2026-07-31T08:38:47Z
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-4090fleurs-pt
cer: 0.0045 ratiower: 0.0219 ratioram_mb: 1023.77 MBcpu_pct: 748.90 %temperature_c: 47 °Creal_time_factor: 0.0283 ratio
2026-07-31T08:39:05Z
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-de-batchfaster-whisper / whisper-tinycudanvidia-rtx-4090fleurs-de
cer: 0.0477 ratiower: 0.1720 ratioram_mb: 717.94 MBcpu_pct: 1394.40 %temperature_c: 47.50 °Creal_time_factor: 0.0168 ratio
2026-07-31T08:39:14Z
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-tiny-en-batchfaster-whisper / whisper-tinycudanvidia-rtx-4090librispeech-en
cer: 0.0520 ratiower: 0.1194 ratioram_mb: 732.55 MBcpu_pct: 1248.97 %temperature_c: 51 °Creal_time_factor: 0.0206 ratio
2026-07-31T08:39:23Z
details
Profile
whisper-tiny-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-tiny-es-batchfaster-whisper / whisper-tinycudanvidia-rtx-4090fleurs-es
cer: 0.0263 ratiower: 0.0940 ratioram_mb: 705.13 MBcpu_pct: 1202.67 %temperature_c: 48 °Creal_time_factor: 0.0198 ratio
2026-07-31T08:39:33Z
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-tiny-fr-batchfaster-whisper / whisper-tinycudanvidia-rtx-4090fleurs-fr
cer: 0.1330 ratiower: 0.3812 ratioram_mb: 698.85 MBcpu_pct: 1184.64 %temperature_c: 47.50 °Creal_time_factor: 0.0231 ratio
2026-07-31T08:39:43Z
details
Profile
whisper-tiny-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-tiny-nl-batchfaster-whisper / whisper-tinycudanvidia-rtx-4090fleurs-nl
cer: 0.1900 ratiower: 0.4891 ratioram_mb: 713.65 MBcpu_pct: 1268.28 %temperature_c: 48.50 °Creal_time_factor: 0.0264 ratio
2026-07-31T08:39:52Z
details
Profile
whisper-tiny-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-tiny-pt-batchfaster-whisper / whisper-tinycudanvidia-rtx-4090fleurs-pt
cer: 0.0286 ratiower: 0.1148 ratioram_mb: 718.45 MBcpu_pct: 1140.89 %temperature_c: 48 °Creal_time_factor: 0.0192 ratio
2026-07-31T08:40:02Z
details
Profile
whisper-tiny-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
vosk-small-de-batchvosk / vosk-model-small-de-0.15intel-xeon-e5-2680-v4fleurs-de
cer: 0.0447 ratiower: 0.1740 ratioram_mb: 296.90 MBcpu_pct: 110.68 %temperature_c: 47.50 °Creal_time_factor: 0.0743 ratio
2026-07-31T08:40:33Z
details
Profile
vosk-small-de-batch@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
vosk-small-en-batchvosk / vosk-model-small-en-us-0.15intel-xeon-e5-2680-v4librispeech-en
cer: 0.0655 ratiower: 0.1522 ratioram_mb: 280.17 MBcpu_pct: 107.53 %temperature_c: 46 °Creal_time_factor: 0.1379 ratio
2026-07-31T08:41:19Z
details
Profile
vosk-small-en-batch@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
vosk-small-es-batchvosk / vosk-model-small-es-0.42intel-xeon-e5-2680-v4fleurs-es
cer: 0.0256 ratiower: 0.0812 ratioram_mb: 220.52 MBcpu_pct: 112.68 %temperature_c: 44.50 °Creal_time_factor: 0.0647 ratio
2026-07-31T08:41:46Z
details
Profile
vosk-small-es-batch@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
vosk-small-fr-batchvosk / vosk-model-small-fr-0.22intel-xeon-e5-2680-v4fleurs-fr
cer: 0.0717 ratiower: 0.2053 ratioram_mb: 314.64 MBcpu_pct: 106.62 %temperature_c: 45 °Creal_time_factor: 0.2645 ratio
2026-07-31T08:43:09Z
details
Profile
vosk-small-fr-batch@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
vosk-small-nl-batchvosk / vosk-model-small-nl-0.22intel-xeon-e5-2680-v4fleurs-nl
cer: 0.1939 ratiower: 0.3595 ratioram_mb: 332.86 MBcpu_pct: 105.81 %temperature_c: 45.50 °Creal_time_factor: 0.3986 ratio
2026-07-31T08:44:51Z
details
Profile
vosk-small-nl-batch@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
vosk-small-pt-batchvosk / vosk-model-small-pt-0.3intel-xeon-e5-2680-v4fleurs-pt
cer: 0.0613 ratiower: 0.1557 ratioram_mb: 278.37 MBcpu_pct: 105.34 %temperature_c: 46 °Creal_time_factor: 0.2047 ratio
2026-07-31T08:46:13Z
details
Profile
vosk-small-pt-batch@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
whispercpp-base-de-batchwhisper-cpp / whisper-baseintel-xeon-e5-2680-v4fleurs-de
cer: 0.0302 ratiower: 0.1120 ratioram_mb: 324.60 MBcpu_pct: 274.75 %temperature_c: 48.50 °Creal_time_factor: 0.1326 ratio
2026-07-31T08:47:40Z
details
Profile
whispercpp-base-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4

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

* profile default

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