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-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-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-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
whisper-base-de-batchfaster-whisper / whisper-baseapple-m1-profleurs-de5 *
cer: 0.0272 ratiower: 0.0920 ratioram_mb: 537.87 MBcpu_pct: 387.63 %real_time_factor: 0.0376 ratio
2026-07-28T21:51:21Z
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-baseapple-m1-prolibrispeech-en5 *
cer: 0.0411 ratiower: 0.0955 ratioram_mb: 552.64 MBcpu_pct: 379.45 %real_time_factor: 0.0511 ratio
2026-07-28T21:51:37Z
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-base-es-batchfaster-whisper / whisper-baseapple-m1-profleurs-es5 *
cer: 0.0169 ratiower: 0.0712 ratioram_mb: 552.08 MBcpu_pct: 378.45 %real_time_factor: 0.0529 ratio
2026-07-28T21:52:03Z
details
Profile
whisper-base-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-base-pt-batchfaster-whisper / whisper-baseapple-m1-profleurs-pt5 *
cer: 0.0177 ratiower: 0.0601 ratioram_mb: 565.81 MBcpu_pct: 386.11 %real_time_factor: 0.0509 ratio
2026-07-28T21:52:53Z
details
Profile
whisper-base-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-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-en-batchfaster-whisper / whisper-large-v3apple-m1-prolibrispeech-en5 *
cer: 0.0276 ratiower: 0.0597 ratioram_mb: 3815.16 MBcpu_pct: 429.78 %real_time_factor: 0.5183 ratio
2026-07-28T21:58:29Z
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-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-en-batchfaster-whisper / whisper-mediumapple-m1-prolibrispeech-en5 *
cer: 0.0341 ratiower: 0.0776 ratioram_mb: 2093.59 MBcpu_pct: 438.77 %real_time_factor: 0.3094 ratio
2026-07-28T22:10:02Z
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-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-fr-batchfaster-whisper / whisper-mediumapple-m1-profleurs-fr5 *
cer: 0.0371 ratiower: 0.0938 ratioram_mb: 2056.36 MBcpu_pct: 438.85 %real_time_factor: 0.3207 ratio
2026-07-28T22:13:18Z
details
Profile
whisper-medium-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-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
whisper-small-de-batchfaster-whisper / whisper-smallapple-m1-profleurs-de5 *
cer: 0.0115 ratiower: 0.0400 ratioram_mb: 1015.95 MBcpu_pct: 429.08 %real_time_factor: 0.0915 ratio
2026-07-28T22:15:30Z
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-smallapple-m1-prolibrispeech-en5 *
cer: 0.0374 ratiower: 0.0925 ratioram_mb: 1083.80 MBcpu_pct: 429.20 %real_time_factor: 0.1137 ratio
2026-07-28T22:16:05Z
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-small-es-batchfaster-whisper / whisper-smallapple-m1-profleurs-es5 *
cer: 0.0113 ratiower: 0.0370 ratioram_mb: 1025.83 MBcpu_pct: 427.98 %real_time_factor: 0.1058 ratio
2026-07-28T22:16:43Z
details
Profile
whisper-small-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-small-pt-batchfaster-whisper / whisper-smallapple-m1-profleurs-pt5 *
cer: 0.0045 ratiower: 0.0219 ratioram_mb: 1049.85 MBcpu_pct: 428.42 %real_time_factor: 0.0973 ratio
2026-07-28T22:18:03Z
details
Profile
whisper-small-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-tiny-es-batchfaster-whisper / whisper-tinyapple-m1-profleurs-es5 *
cer: 0.0268 ratiower: 0.0940 ratioram_mb: 425.85 MBcpu_pct: 392.04 %real_time_factor: 0.0274 ratio
2026-07-28T22:18:33Z
details
Profile
whisper-tiny-es-batch@1.1.0
Pack
fleurs-es@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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