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 / ModelHardwarePackbeam_sizeMetricsSubmittedDetails
whisper-base-de-batchfaster-whisper / whisper-baseintel-xeon-e3-1240-v6fleurs-de5 *
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-en5 *
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-de5 *
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-en5 *
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-de5 *
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-de5 *
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-en5 *
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
whisper-tiny-de-batchfaster-whisper / whisper-tinyintel-xeon-e3-1240-v6fleurs-de5 *
cer: 0.0514 ratiower: 0.1760 ratioram_mb: 375.39 MBcpu_pct: 354.47 %real_time_factor: 0.0856 ratio
2026-07-29T08:00:06Z
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-xeon-e3-1240-v6librispeech-en5 *
cer: 0.0520 ratiower: 0.1164 ratioram_mb: 403.54 MBcpu_pct: 360.28 %real_time_factor: 0.1017 ratio
2026-07-29T08:00:37Z
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-xeon-e3-1240-v6fleurs-de—
cer: 0.0447 ratiower: 0.1740 ratioram_mb: 300.44 MBcpu_pct: 105.15 %real_time_factor: 0.0785 ratio
2026-07-29T08:01:07Z
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-xeon-e3-1240-v6librispeech-en—
cer: 0.0655 ratiower: 0.1522 ratioram_mb: 281.29 MBcpu_pct: 102.69 %real_time_factor: 0.1366 ratio
2026-07-29T08:01:51Z
details
Profile
vosk-small-en-batch@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
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-base-nl-batchfaster-whisper / whisper-baseintel-xeon-e3-1240-v6fleurs-nl5 *
cer: 0.1019 ratiower: 0.3212 ratioram_mb: 488.33 MBcpu_pct: 373.35 %real_time_factor: 0.2051 ratio
2026-07-28T21:33:53Z
details
Profile
whisper-base-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-v3intel-xeon-e3-1240-v6fleurs-nl5 *
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 4682.29 MBcpu_pct: 388.69 %real_time_factor: 2.77 ratio
2026-07-28T21:45:34Z
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-small-nl-batchfaster-whisper / whisper-smallintel-xeon-e3-1240-v6fleurs-nl5 *
cer: 0.0535 ratiower: 0.1898 ratioram_mb: 1005.24 MBcpu_pct: 387.54 %real_time_factor: 0.5534 ratio
2026-07-28T21:54:16Z
details
Profile
whisper-small-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-tiny-nl-batchfaster-whisper / whisper-tinyintel-xeon-e3-1240-v6fleurs-nl5 *
cer: 0.1872 ratiower: 0.4745 ratioram_mb: 374.46 MBcpu_pct: 362.36 %real_time_factor: 0.1269 ratio
2026-07-28T21:54:49Z
details
Profile
whisper-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
vosk-small-nl-batchvosk / vosk-model-small-nl-0.22intel-xeon-e3-1240-v6fleurs-nl—
cer: 0.1939 ratiower: 0.3595 ratioram_mb: 336.83 MBcpu_pct: 103.50 %real_time_factor: 0.3804 ratio
2026-07-28T21:56:24Z
details
Profile
vosk-small-nl-batch@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
whisper-base-nl-batchfaster-whisper / whisper-baseintel-n150fleurs-nl5 *
cer: 0.0942 ratiower: 0.2956 ratioram_mb: 471.32 MBcpu_pct: 347.34 %temperature_c: 70.50 °Creal_time_factor: 0.2124 ratio
2026-07-28T21:31:06Z
details
Profile
whisper-base-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-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
whisper-small-nl-batchfaster-whisper / whisper-smallintel-n150fleurs-nl5 *
cer: 0.0529 ratiower: 0.1752 ratioram_mb: 948.97 MBcpu_pct: 361.31 %temperature_c: 78.50 °Creal_time_factor: 0.5760 ratio
2026-07-28T21:52:59Z
details
Profile
whisper-small-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-tiny-nl-batchfaster-whisper / whisper-tinyintel-n150fleurs-nl5 *
cer: 0.1983 ratiower: 0.4927 ratioram_mb: 373.58 MBcpu_pct: 319.54 %temperature_c: 78 °Creal_time_factor: 0.1327 ratio
2026-07-28T21:53:32Z
details
Profile
whisper-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
vosk-small-nl-batchvosk / vosk-model-small-nl-0.22intel-n150fleurs-nl—
cer: 0.1939 ratiower: 0.3595 ratioram_mb: 346.22 MBcpu_pct: 102.37 %temperature_c: 80 °Creal_time_factor: 0.4396 ratio
2026-07-28T21:55:22Z
details
Profile
vosk-small-nl-batch@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
whispercpp-base-nl-batchwhisper-cpp / whisper-baseintel-n150fleurs-nl—
cer: 0.1398 ratiower: 0.4197 ratioram_mb: 328.09 MBcpu_pct: 396.98 %temperature_c: 74 °Creal_time_factor: 0.5174 ratio
2026-07-28T21:57:27Z
details
Profile
whispercpp-base-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4

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

* profile default

301–325 of 394
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