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-base-de-batchfaster-whisper / whisper-basecudanvidia-rtx-5090fleurs-de
cer: 0.0320 ratiower: 0.0920 ratioram_mb: 857.43 MBcpu_pct: 567.65 %temperature_c: 52.25 °Creal_time_factor: 0.0176 ratio
2026-08-01T13:56:10Z
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-5090librispeech-en
cer: 0.0433 ratiower: 0.1015 ratioram_mb: 899.47 MBcpu_pct: 558.11 %temperature_c: 54.63 °Creal_time_factor: 0.0205 ratio
2026-08-01T13:56:18Z
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-5090fleurs-es
cer: 0.0164 ratiower: 0.0684 ratioram_mb: 859.77 MBcpu_pct: 518.70 %temperature_c: 55.06 °Creal_time_factor: 0.0183 ratio
2026-08-01T13:56:26Z
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-5090fleurs-pt
cer: 0.0164 ratiower: 0.0519 ratioram_mb: 862.34 MBcpu_pct: 501.57 %temperature_c: 52.19 °Creal_time_factor: 0.0189 ratio
2026-08-01T13:56:52Z
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-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-en-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090librispeech-en
cer: 0.0276 ratiower: 0.0597 ratioram_mb: 3545.36 MBcpu_pct: 377.26 %temperature_c: 53.75 °Creal_time_factor: 0.0329 ratio
2026-08-01T13:57:57Z
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-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-en-batchfaster-whisper / whisper-mediumcudanvidia-rtx-5090librispeech-en
cer: 0.0352 ratiower: 0.0836 ratioram_mb: 2002.75 MBcpu_pct: 408.37 %temperature_c: 51.75 °Creal_time_factor: 0.0292 ratio
2026-08-01T14:00:00Z
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-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-fr-batchfaster-whisper / whisper-mediumcudanvidia-rtx-5090fleurs-fr
cer: 0.0348 ratiower: 0.0909 ratioram_mb: 2042.20 MBcpu_pct: 387.00 %temperature_c: 51.69 °Creal_time_factor: 0.0338 ratio
2026-08-01T14:00:30Z
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-5090fleurs-nl
cer: 0.0162 ratiower: 0.0511 ratioram_mb: 1999.21 MBcpu_pct: 383.46 %temperature_c: 52.38 °Creal_time_factor: 0.0391 ratio
2026-08-01T14:00:45Z
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-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-en-batchfaster-whisper / whisper-smallcudanvidia-rtx-5090librispeech-en
cer: 0.0352 ratiower: 0.0866 ratioram_mb: 1107.38 MBcpu_pct: 507.40 %temperature_c: 54.44 °Creal_time_factor: 0.0245 ratio
2026-08-01T14:01:27Z
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-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-fr-batchfaster-whisper / whisper-smallcudanvidia-rtx-5090fleurs-fr
cer: 0.0412 ratiower: 0.1056 ratioram_mb: 1105.59 MBcpu_pct: 475.83 %temperature_c: 54.69 °Creal_time_factor: 0.0265 ratio
2026-08-01T14:01:49Z
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-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
whisper-tiny-en-batchfaster-whisper / whisper-tinycudanvidia-rtx-5090librispeech-en
cer: 0.0514 ratiower: 0.1104 ratioram_mb: 865.29 MBcpu_pct: 585.97 %temperature_c: 53.25 °Creal_time_factor: 0.0205 ratio
2026-08-01T14:02:28Z
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-5090fleurs-es
cer: 0.0263 ratiower: 0.0997 ratioram_mb: 798.54 MBcpu_pct: 543.39 %temperature_c: 53 °Creal_time_factor: 0.0187 ratio
2026-08-01T14:02:37Z
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-pt-batchfaster-whisper / whisper-tinycudanvidia-rtx-5090fleurs-pt
cer: 0.0309 ratiower: 0.1230 ratioram_mb: 798.13 MBcpu_pct: 505.11 %temperature_c: 53.19 °Creal_time_factor: 0.0176 ratio
2026-08-01T14:03:01Z
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
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-4090common-voice-nl
cer: 0.0512 ratiower: 0.1121 ratioram_mb: 3422.53 MBcpu_pct: 761.44 %temperature_c: 49.50 °Creal_time_factor: 0.0642 ratio
2026-07-31T12:33:32Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
common-voice-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

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