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-base-en-batchwhisper-cpp / whisper-base.enamd-epyc-9135librispeech-en
cer: 0.0547 ratiower: 0.1104 ratioram_mb: 322.04 MBcpu_pct: 356.65 %temperature_c: 57.38 °Creal_time_factor: 0.0705 ratio
2026-08-01T14:04:26Z
details
Profile
whispercpp-base-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-base-es-batchwhisper-cpp / whisper-baseamd-epyc-9135fleurs-es
cer: 0.0216 ratiower: 0.0826 ratioram_mb: 320.98 MBcpu_pct: 413.78 %temperature_c: 58.88 °Creal_time_factor: 0.0523 ratio
2026-08-01T14:04:45Z
details
Profile
whispercpp-base-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-base-pt-batchwhisper-cpp / whisper-baseamd-epyc-9135fleurs-pt
cer: 0.0309 ratiower: 0.1038 ratioram_mb: 324.12 MBcpu_pct: 391.63 %temperature_c: 57.44 °Creal_time_factor: 0.0496 ratio
2026-08-01T14:05:44Z
details
Profile
whispercpp-base-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-de-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-de
cer: 0.0066 ratiower: 0.0240 ratioram_mb: 1861.20 MBcpu_pct: 278.78 %temperature_c: 60.38 °Creal_time_factor: 0.5654 ratio
2026-08-01T14:11:36Z
details
Profile
whispercpp-medium-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-en-batchwhisper-cpp / whisper-medium.enamd-epyc-9135librispeech-en
cer: 0.0476 ratiower: 0.1015 ratioram_mb: 1858.54 MBcpu_pct: 272.26 %temperature_c: 60 °Creal_time_factor: 0.6410 ratio
2026-08-01T14:17:39Z
details
Profile
whispercpp-medium-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-es-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-es
cer: 0.0075 ratiower: 0.0171 ratioram_mb: 1856.75 MBcpu_pct: 399.27 %temperature_c: 60.69 °Creal_time_factor: 0.5587 ratio
2026-08-01T14:20:53Z
details
Profile
whispercpp-medium-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-fr-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-fr
cer: 0.0172 ratiower: 0.0792 ratioram_mb: 1857.48 MBcpu_pct: 398.23 %temperature_c: 62.19 °Creal_time_factor: 0.6658 ratio
2026-08-01T14:24:13Z
details
Profile
whispercpp-medium-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-nl
cer: 0.0223 ratiower: 0.0620 ratioram_mb: 1857.17 MBcpu_pct: 399.86 %temperature_c: 60.69 °Creal_time_factor: 0.8074 ratio
2026-08-01T14:27:31Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
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
whispercpp-tiny-en-batchwhisper-cpp / whisper-tiny.enamd-epyc-9135librispeech-en
cer: 0.0455 ratiower: 0.1045 ratioram_mb: 232.61 MBcpu_pct: 381.73 %temperature_c: 56.94 °Creal_time_factor: 0.0314 ratio
2026-08-01T14:39:42Z
details
Profile
whispercpp-tiny-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-pt-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-pt
cer: 0.0413 ratiower: 0.1448 ratioram_mb: 234.28 MBcpu_pct: 427.87 %temperature_c: 56.50 °Creal_time_factor: 0.0244 ratio
2026-08-01T14:40:24Z
details
Profile
whispercpp-tiny-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
vosk-medium-de-batchvosk / vosk-model-de-0.21customfleurs-de
cer: 0.0317 ratiower: 0.1140 ratioram_mb: 4872.99 MBcpu_pct: 72.67 %temperature_c: 55.31 °Creal_time_factor: 0.1078 ratio
2026-08-01T13:42:57Z
details
Profile
vosk-medium-de-batch@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
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
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
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

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

* profile default

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