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
whispercpp-medium-pt-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-pt
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 1859.49 MBcpu_pct: 398.70 %temperature_c: 60 °Creal_time_factor: 0.5258 ratio
2026-08-01T14:30:55Z
details
Profile
whispercpp-medium-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-de-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-de
cer: 0.0181 ratiower: 0.0440 ratioram_mb: 720.56 MBcpu_pct: 304.44 %temperature_c: 59.75 °Creal_time_factor: 0.1732 ratio
2026-08-01T14:32:24Z
details
Profile
whispercpp-small-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-en-batchwhisper-cpp / whisper-small.enamd-epyc-9135librispeech-en
cer: 0.0347 ratiower: 0.0896 ratioram_mb: 717.55 MBcpu_pct: 253.44 %temperature_c: 58.88 °Creal_time_factor: 0.2137 ratio
2026-08-01T14:34:59Z
details
Profile
whispercpp-small-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-es-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-es
cer: 0.0117 ratiower: 0.0399 ratioram_mb: 716.63 MBcpu_pct: 400.56 %temperature_c: 59.38 °Creal_time_factor: 0.1827 ratio
2026-08-01T14:36:04Z
details
Profile
whispercpp-small-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-fr-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-fr
cer: 0.0321 ratiower: 0.0968 ratioram_mb: 718.46 MBcpu_pct: 400.66 %temperature_c: 58 °Creal_time_factor: 0.2165 ratio
2026-08-01T14:37:10Z
details
Profile
whispercpp-small-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-pt-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-pt
cer: 0.0059 ratiower: 0.0301 ratioram_mb: 719.42 MBcpu_pct: 398.11 %temperature_c: 58.56 °Creal_time_factor: 0.1649 ratio
2026-08-01T14:39:18Z
details
Profile
whispercpp-small-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
vosk-medium-en-batchvosk / vosk-model-en-us-0.22customlibrispeech-en
cer: 0.0387 ratiower: 0.0910 ratioram_mb: 6673.10 MBcpu_pct: 84.53 %temperature_c: 55.19 °Creal_time_factor: 0.1635 ratio
2026-08-01T13:44:37Z
details
Profile
vosk-medium-en-batch@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
vosk-medium-es-batchvosk / vosk-model-es-0.42customfleurs-es
cer: 0.0099 ratiower: 0.0313 ratioram_mb: 4185.06 MBcpu_pct: 85.33 %temperature_c: 56.75 °Creal_time_factor: 0.1426 ratio
2026-08-01T13:46:19Z
details
Profile
vosk-medium-es-batch@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
vosk-medium-fr-batchvosk / vosk-model-fr-0.22customfleurs-fr
cer: 0.0332 ratiower: 0.0865 ratioram_mb: 3584.68 MBcpu_pct: 81.79 %temperature_c: 56.63 °Creal_time_factor: 0.1176 ratio
2026-08-01T13:47:45Z
details
Profile
vosk-medium-fr-batch@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
vosk-medium-pt-batchvosk / vosk-model-pt-fb-v0.1.1-20220516_2113customfleurs-pt
cer: 0.0300 ratiower: 0.0738 ratioram_mb: 2655.95 MBcpu_pct: 75.22 %temperature_c: 53.94 °Creal_time_factor: 0.0265 ratio
2026-08-01T13:49:23Z
details
Profile
vosk-medium-pt-batch@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
vosk-small-es-batchvosk / vosk-model-small-es-0.42customfleurs-es
cer: 0.0256 ratiower: 0.0812 ratioram_mb: 221.99 MBcpu_pct: 106.31 %temperature_c: 55.31 °Creal_time_factor: 0.0404 ratio
2026-08-01T13:50:29Z
details
Profile
vosk-small-es-batch@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0073 ratiower: 0.0264 ratioram_mb: 3448.98 MBcpu_pct: 754.01 %temperature_c: 49.50 °Creal_time_factor: 0.0532 ratio
2026-07-31T12:34:35Z
details
Profile
whisper-large-v3-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
whisper-medium-nl-batchfaster-whisper / whisper-mediumcudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0116 ratiower: 0.0422 ratioram_mb: 1894.50 MBcpu_pct: 875.91 %temperature_c: 50.50 °Creal_time_factor: 0.0453 ratio
2026-07-31T12:36:00Z
details
Profile
whisper-medium-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-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
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

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

* profile default

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