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

Sorted by most recently submitted · 25 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3551.69 MBcpu_pct: 17.87 %real_time_factor: 0.1825 ratio
2026-07-29T18:11:14Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediummetalapple-m1-procommon-voice-nl-elderly
cer: 0.0082 ratiower: 0.0290 ratioram_mb: 2213.95 MBcpu_pct: 16.71 %real_time_factor: 0.0932 ratio
2026-07-29T18:13:04Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediummetalapple-m1-profleurs-nl
cer: 0.0223 ratiower: 0.0620 ratioram_mb: 1915.59 MBcpu_pct: 20.72 %real_time_factor: 0.1014 ratio
2026-07-29T18:13:33Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
threads
4
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
whisper-base-de-batchfaster-whisper / whisper-baseintel-n150fleurs-de
cer: 0.0284 ratiower: 0.0840 ratioram_mb: 471.50 MBcpu_pct: 342.80 %temperature_c: 73 °Creal_time_factor: 0.1432 ratio
2026-07-29T07:14:52Z
details
Profile
whisper-base-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-en-batchfaster-whisper / whisper-baseintel-n150librispeech-en
cer: 0.0401 ratiower: 0.0955 ratioram_mb: 498.53 MBcpu_pct: 344.72 %temperature_c: 69.50 °Creal_time_factor: 0.1735 ratio
2026-07-29T07:15:44Z
details
Profile
whisper-base-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-de-batchfaster-whisper / whisper-large-v3intel-n150fleurs-de
cer: 0.0054 ratiower: 0.0160 ratioram_mb: 4574.64 MBcpu_pct: 370.87 %temperature_c: 75 °Creal_time_factor: 2.04 ratio
2026-07-29T07:27:19Z
details
Profile
whisper-large-v3-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-en-batchfaster-whisper / whisper-large-v3intel-n150librispeech-en
cer: 0.0271 ratiower: 0.0537 ratioram_mb: 4568.33 MBcpu_pct: 369.89 %temperature_c: 77.50 °Creal_time_factor: 2.60 ratio
2026-07-29T07:40:10Z
details
Profile
whisper-large-v3-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-de-batchfaster-whisper / whisper-mediumintel-n150fleurs-de
cer: 0.0073 ratiower: 0.0280 ratioram_mb: 2523.48 MBcpu_pct: 369.46 %temperature_c: 76.50 °Creal_time_factor: 1.09 ratio
2026-07-29T07:46:23Z
details
Profile
whisper-medium-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-en-batchfaster-whisper / whisper-mediumintel-n150librispeech-en
cer: 0.0309 ratiower: 0.0716 ratioram_mb: 2799.16 MBcpu_pct: 367.85 %temperature_c: 78 °Creal_time_factor: 1.47 ratio
2026-07-29T07:53:38Z
details
Profile
whisper-medium-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-de-batchfaster-whisper / whisper-smallintel-n150fleurs-de
cer: 0.0133 ratiower: 0.0400 ratioram_mb: 958.86 MBcpu_pct: 360.48 %temperature_c: 77.50 °Creal_time_factor: 0.3876 ratio
2026-07-29T07:55:51Z
details
Profile
whisper-small-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-en-batchfaster-whisper / whisper-smallintel-n150librispeech-en
cer: 0.0368 ratiower: 0.0925 ratioram_mb: 990.28 MBcpu_pct: 360.49 %temperature_c: 76.50 °Creal_time_factor: 0.4811 ratio
2026-07-29T07:58:15Z
details
Profile
whisper-small-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whispercpp-medium-de-batchwhisper-cpp / whisper-mediumintel-n150fleurs-de
cer: 0.0066 ratiower: 0.0240 ratioram_mb: 1868.61 MBcpu_pct: 399.25 %temperature_c: 77.50 °Creal_time_factor: 4.87 ratio
2026-07-29T08:32:09Z
details
Profile
whispercpp-medium-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-de-batchwhisper-cpp / whisper-smallintel-n150fleurs-de
cer: 0.0181 ratiower: 0.0440 ratioram_mb: 725.74 MBcpu_pct: 398.92 %temperature_c: 75.50 °Creal_time_factor: 1.43 ratio
2026-07-29T09:07:43Z
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.enintel-n150librispeech-en
cer: 0.0347 ratiower: 0.0896 ratioram_mb: 725.20 MBcpu_pct: 398.49 %temperature_c: 77 °Creal_time_factor: 1.75 ratio
2026-07-29T09:16:13Z
details
Profile
whispercpp-small-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whisper-base-de-batchfaster-whisper / whisper-baseintel-xeon-e3-1240-v6fleurs-de
cer: 0.0248 ratiower: 0.0840 ratioram_mb: 462.72 MBcpu_pct: 370.66 %real_time_factor: 0.1411 ratio
2026-07-29T07:18:05Z
details
Profile
whisper-base-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-en-batchfaster-whisper / whisper-baseintel-xeon-e3-1240-v6librispeech-en
cer: 0.0368 ratiower: 0.0896 ratioram_mb: 478.61 MBcpu_pct: 376.29 %real_time_factor: 0.1813 ratio
2026-07-29T07:19:00Z
details
Profile
whisper-base-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-de-batchfaster-whisper / whisper-large-v3intel-xeon-e3-1240-v6fleurs-de
cer: 0.0054 ratiower: 0.0160 ratioram_mb: 4703.50 MBcpu_pct: 387.72 %real_time_factor: 1.89 ratio
2026-07-29T07:30:10Z
details
Profile
whisper-large-v3-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-en-batchfaster-whisper / whisper-large-v3intel-xeon-e3-1240-v6librispeech-en
cer: 0.0276 ratiower: 0.0597 ratioram_mb: 4748.30 MBcpu_pct: 388.81 %real_time_factor: 2.33 ratio
2026-07-29T07:42:04Z
details
Profile
whisper-large-v3-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-de-batchfaster-whisper / whisper-mediumintel-xeon-e3-1240-v6fleurs-de
cer: 0.0073 ratiower: 0.0280 ratioram_mb: 2648.67 MBcpu_pct: 387.12 %real_time_factor: 1.04 ratio
2026-07-29T07:48:12Z
details
Profile
whisper-medium-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-de-batchfaster-whisper / whisper-smallintel-xeon-e3-1240-v6fleurs-de
cer: 0.0109 ratiower: 0.0320 ratioram_mb: 1006.67 MBcpu_pct: 384.44 %real_time_factor: 0.3753 ratio
2026-07-29T07:57:15Z
details
Profile
whisper-small-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-en-batchfaster-whisper / whisper-smallintel-xeon-e3-1240-v6librispeech-en
cer: 0.0347 ratiower: 0.0896 ratioram_mb: 1038.04 MBcpu_pct: 389.28 %real_time_factor: 0.4638 ratio
2026-07-29T07:59:35Z
details
Profile
whisper-small-en-batch@1.1.0
Pack
librispeech-en@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

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