GOESB

GOESB — Global Open Edge Speech Benchmark · pronounced “goose-bee”

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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.
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Sorted by most recently submitted · 25 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-tiny-nl-batchwhisper-cpp / whisper-tinymetalapple-m1-procommon-voice-nl-elderly
cer: 0.1555 ratiower: 0.3984 ratioram_mb: 305.67 MBcpu_pct: 57.30 %real_time_factor: 0.0112 ratio
2026-07-29T18:14:49Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-tiny-nl-batchwhisper-cpp / whisper-tinymetalapple-m1-profleurs-nl
cer: 0.2245 ratiower: 0.5511 ratioram_mb: 289.42 MBcpu_pct: 55.80 %real_time_factor: 0.0146 ratio
2026-07-29T18:14:54Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whisper-base-de-batchfaster-whisper / whisper-baseapple-m1-profleurs-de
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-en
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-es
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-fr-batchfaster-whisper / whisper-baseapple-m1-profleurs-fr
cer: 0.0669 ratiower: 0.2082 ratioram_mb: 560.40 MBcpu_pct: 385.90 %real_time_factor: 0.0630 ratio
2026-07-28T21:52:26Z
details
Profile
whisper-base-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-base-pt-batchfaster-whisper / whisper-baseapple-m1-profleurs-pt
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-de
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-en
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-es
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-fr
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-pt
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-de
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-en
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-es
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-fr
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-pt
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-de
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-en
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-es
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-fr-batchfaster-whisper / whisper-smallapple-m1-profleurs-fr
cer: 0.0461 ratiower: 0.1232 ratioram_mb: 1033.38 MBcpu_pct: 439.91 %real_time_factor: 0.1300 ratio
2026-07-28T22:17:24Z
details
Profile
whisper-small-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-small-pt-batchfaster-whisper / whisper-smallapple-m1-profleurs-pt
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-de-batchfaster-whisper / whisper-tinyapple-m1-profleurs-de
cer: 0.0453 ratiower: 0.1680 ratioram_mb: 423.74 MBcpu_pct: 375.79 %real_time_factor: 0.0238 ratio
2026-07-28T22:18:12Z
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-tinyapple-m1-prolibrispeech-en
cer: 0.0498 ratiower: 0.1134 ratioram_mb: 449.63 MBcpu_pct: 383.92 %real_time_factor: 0.0288 ratio
2026-07-28T22:18:22Z
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
whisper-tiny-es-batchfaster-whisper / whisper-tinyapple-m1-profleurs-es
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: beam_size 5 · quantization int8 · threads 4 · vad true

* profile default

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