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)
AnyEvery verified result, batch and streaming mixed together.
AnyBatchStreamingConcurrency

Sorted by most recently submitted · 12 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
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-v3customfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3886.99 MBcpu_pct: 381.76 %temperature_c: 75.35 °Creal_time_factor: 6.93 ratio
2026-07-30T18:21:31Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcustomfleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 2372.27 MBcpu_pct: 395.57 %temperature_c: 71.85 °Creal_time_factor: 3.63 ratio
2026-07-30T18:38:09Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3customcommon-voice-nl
cer: 0.0440 ratiower: 0.0939 ratioram_mb: 4571.28 MBcpu_pct: 391.57 %real_time_factor: 3.63 ratio
2026-07-29T12:48:40Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3customcommon-voice-nl-elderly
cer: 0.0030 ratiower: 0.0132 ratioram_mb: 4773.50 MBcpu_pct: 392.15 %real_time_factor: 2.90 ratio
2026-07-29T13:15:26Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcustomcommon-voice-nl-elderly
cer: 0.0125 ratiower: 0.0449 ratioram_mb: 2587.29 MBcpu_pct: 392.44 %real_time_factor: 1.60 ratio
2026-07-29T13:44:42Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-nl-batchfaster-whisper / whisper-smallcustomcommon-voice-nl-elderly
cer: 0.0275 ratiower: 0.0976 ratioram_mb: 1066.61 MBcpu_pct: 391.78 %real_time_factor: 0.5689 ratio
2026-07-29T13:55:05Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true

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

* profile default