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 · 17 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackbeam_sizeMetricsSubmittedDetails
vosk-small-es-streamingvosk / vosk-model-small-es-0.42intel-n150fleurs-es—
wer: 0.0812 ratioram_mb: 224.85 MBcpu_pct: 104.25 %real_time_factor: 0.0762 ratioupdate_frequency: 1.20 Hzpartial_stability: 0.9860 ratiofirst_final_latency: 9662.27 msend_of_speech_latency: 1340.02 msfirst_partial_latency: 1046.84 msstreaming_responsiveness: 1.28 index
2026-08-03T15:04:16Z
details
Profile
vosk-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
whisper-base-de-batchfaster-whisper / whisper-baseintel-n150fleurs-de5 *
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-en5 *
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-de5 *
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-en5 *
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-de5 *
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-en5 *
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-de5 *
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-en5 *
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-large-v3-nl-batchfaster-whisper / whisper-large-v3intel-n150fleurs-nl2
cer: 0.0100 ratiower: 0.0438 ratioram_mb: 4662.71 MBcpu_pct: 370.63 %temperature_c: 75 °Creal_time_factor: 2.87 ratio
2026-07-29T06:11:21Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
2 (default 5)
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumintel-n150fleurs-nl2
cer: 0.0184 ratiower: 0.0547 ratioram_mb: 2346.91 MBcpu_pct: 368.27 %temperature_c: 76 °Creal_time_factor: 1.53 ratio
2026-07-29T06:17:35Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
2 (default 5)
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3intel-n150fleurs-nl5 *
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 4726.80 MBcpu_pct: 369.12 %temperature_c: 75 °Creal_time_factor: 3.18 ratio
2026-07-28T21:44:01Z
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-mediumintel-n150fleurs-nl5 *
cer: 0.0178 ratiower: 0.0511 ratioram_mb: 2494.08 MBcpu_pct: 369.13 %temperature_c: 76.50 °Creal_time_factor: 1.61 ratio
2026-07-28T21:50:37Z
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
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediumintel-n150fleurs-nl—
cer: 0.0223 ratiower: 0.0620 ratioram_mb: 1866.70 MBcpu_pct: 399.24 %temperature_c: 76.50 °Creal_time_factor: 6.85 ratio
2026-07-28T22:24:51Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4

Constant across this view: chunk_ms 1000 · quantization int8 · threads 4 · vad true

* profile default