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
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-nl—
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3574.02 MBcpu_pct: 17.88 %real_time_factor: 0.1789 ratio
2026-07-29T17:57:47Z
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: 2210.99 MBcpu_pct: 16.99 %real_time_factor: 0.0921 ratio
2026-07-29T17:59:36Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3metalapple-m1-procommon-voice-nl-elderly—
cer: 0.0077 ratiower: 0.0237 ratioram_mb: 3514.77 MBcpu_pct: 13.68 %real_time_factor: 0.1713 ratio
2026-07-29T18:10:22Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
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
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3customcommon-voice-nl-elderly5 *
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-elderly5 *
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-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-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-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
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
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-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-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-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-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-large-v3-de-batchfaster-whisper / whisper-large-v3apple-m1-profleurs-de5 *
cer: 0.0060 ratiower: 0.0200 ratioram_mb: 3775.67 MBcpu_pct: 395.71 %real_time_factor: 0.4921 ratio
2026-07-28T21:55:48Z
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-es-batchfaster-whisper / whisper-large-v3apple-m1-profleurs-es5 *
cer: 0.0052 ratiower: 0.0085 ratioram_mb: 3809.83 MBcpu_pct: 434.10 %real_time_factor: 0.4610 ratio
2026-07-28T22:01:16Z
details
Profile
whisper-large-v3-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-fr-batchfaster-whisper / whisper-large-v3apple-m1-profleurs-fr5 *
cer: 0.0127 ratiower: 0.0440 ratioram_mb: 3671.40 MBcpu_pct: 434.60 %real_time_factor: 0.5606 ratio
2026-07-28T22:04:11Z
details
Profile
whisper-large-v3-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-pt-batchfaster-whisper / whisper-large-v3apple-m1-profleurs-pt5 *
cer: 0.0018 ratiower: 0.0082 ratioram_mb: 3821.58 MBcpu_pct: 436.60 %real_time_factor: 0.4201 ratio
2026-07-28T22:07:00Z
details
Profile
whisper-large-v3-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-de-batchfaster-whisper / whisper-mediumapple-m1-profleurs-de5 *
cer: 0.0073 ratiower: 0.0280 ratioram_mb: 2030.27 MBcpu_pct: 434.05 %real_time_factor: 0.2436 ratio
2026-07-28T22:08:27Z
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-es-batchfaster-whisper / whisper-mediumapple-m1-profleurs-es5 *
cer: 0.0070 ratiower: 0.0199 ratioram_mb: 2015.04 MBcpu_pct: 438.03 %real_time_factor: 0.2671 ratio
2026-07-28T22:11:38Z
details
Profile
whisper-medium-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-pt-batchfaster-whisper / whisper-mediumapple-m1-profleurs-pt5 *
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 2021.16 MBcpu_pct: 438.04 %real_time_factor: 0.2473 ratio
2026-07-28T22:14:57Z
details
Profile
whisper-medium-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true

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

* profile default

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