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)
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
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-tiny-nl-batchfaster-whisper / whisper-tinycustomcommon-voice-nl
cer: 0.2412 ratiower: 0.5242 ratioram_mb: 373.53 MBcpu_pct: 370.00 %real_time_factor: 0.1516 ratio
2026-07-29T13:56:13Z
details
Profile
whisper-tiny-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-tiny-nl-batchfaster-whisper / whisper-tinycustomcommon-voice-nl-elderly
cer: 0.1314 ratiower: 0.3747 ratioram_mb: 374.54 MBcpu_pct: 367.89 %real_time_factor: 0.1238 ratio
2026-07-29T13:57:22Z
details
Profile
whisper-tiny-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-tiny-nl-batchfaster-whisper / whisper-tinycustomcommon-voice-nl
cer: 0.2412 ratiower: 0.5242 ratioram_mb: 436.69 MBcpu_pct: 360.83 %real_time_factor: 0.1546 ratio
2026-07-29T12:03:00Z
details
Profile
whisper-tiny-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-tiny-nl-batchfaster-whisper / whisper-tinycustomcommon-voice-nl-elderly
cer: 0.1314 ratiower: 0.3747 ratioram_mb: 434.73 MBcpu_pct: 362.36 %real_time_factor: 0.1259 ratio
2026-07-29T12:04:27Z
details
Profile
whisper-tiny-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
whisper-tiny-de-batchfaster-whisper / whisper-tinyintel-n150fleurs-de
cer: 0.0502 ratiower: 0.1800 ratioram_mb: 376.71 MBcpu_pct: 315.04 %temperature_c: 79 °Creal_time_factor: 0.0899 ratio
2026-07-29T07:58:47Z
details
Profile
whisper-tiny-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-tiny-en-batchfaster-whisper / whisper-tinyintel-n150librispeech-en
cer: 0.0531 ratiower: 0.1194 ratioram_mb: 390.17 MBcpu_pct: 317.55 %temperature_c: 79 °Creal_time_factor: 0.1086 ratio
2026-07-29T07:59:21Z
details
Profile
whisper-tiny-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
vosk-small-de-batchvosk / vosk-model-small-de-0.15intel-n150fleurs-de
cer: 0.0447 ratiower: 0.1740 ratioram_mb: 307.66 MBcpu_pct: 105.97 %temperature_c: 79 °Creal_time_factor: 0.0859 ratio
2026-07-29T07:59:53Z
details
Profile
vosk-small-de-batch@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
vosk-small-en-batchvosk / vosk-model-small-en-us-0.15intel-n150librispeech-en
cer: 0.0655 ratiower: 0.1522 ratioram_mb: 290.66 MBcpu_pct: 103.31 %temperature_c: 80.50 °Creal_time_factor: 0.1521 ratio
2026-07-29T08:00:41Z
details
Profile
vosk-small-en-batch@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
whispercpp-base-de-batchwhisper-cpp / whisper-baseintel-n150fleurs-de
cer: 0.0302 ratiower: 0.1120 ratioram_mb: 329.04 MBcpu_pct: 397.60 %temperature_c: 74.50 °Creal_time_factor: 0.3637 ratio
2026-07-29T08:02:44Z
details
Profile
whispercpp-base-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-base-en-batchwhisper-cpp / whisper-base.enintel-n150librispeech-en
cer: 0.0547 ratiower: 0.1104 ratioram_mb: 328.97 MBcpu_pct: 397.76 %temperature_c: 76 °Creal_time_factor: 0.4676 ratio
2026-07-29T08:05:01Z
details
Profile
whispercpp-base-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
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-medium-en-batchwhisper-cpp / whisper-medium.enintel-n150librispeech-en
cer: 0.0476 ratiower: 0.1015 ratioram_mb: 1866.93 MBcpu_pct: 398.65 %temperature_c: 78.50 °Creal_time_factor: 5.68 ratio
2026-07-29T08:59:46Z
details
Profile
whispercpp-medium-en-batch@1.1.0
Pack
librispeech-en@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
whispercpp-tiny-de-batchwhisper-cpp / whisper-tinyintel-n150fleurs-de
cer: 0.0508 ratiower: 0.1640 ratioram_mb: 262.59 MBcpu_pct: 395.57 %temperature_c: 74 °Creal_time_factor: 0.1589 ratio
2026-07-29T09:17:07Z
details
Profile
whispercpp-tiny-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-en-batchwhisper-cpp / whisper-tiny.enintel-n150librispeech-en
cer: 0.0455 ratiower: 0.1045 ratioram_mb: 240.29 MBcpu_pct: 397.63 %temperature_c: 74 °Creal_time_factor: 0.1899 ratio
2026-07-29T09:18:03Z
details
Profile
whispercpp-tiny-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4

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

* profile default

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