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)
AnyEvery verified result, batch and streaming mixed together.
AnyBatchStreamingConcurrency

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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whisper-tiny-fr-batchfaster-whisper / whisper-tinyapple-m1-profleurs-fr
cer: 0.1239 ratiower: 0.3607 ratioram_mb: 430.74 MBcpu_pct: 403.14 %real_time_factor: 0.0341 ratio
2026-07-28T22:18:44Z
details
Profile
whisper-tiny-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-tiny-pt-batchfaster-whisper / whisper-tinyapple-m1-profleurs-pt
cer: 0.0300 ratiower: 0.1202 ratioram_mb: 429.41 MBcpu_pct: 390.20 %real_time_factor: 0.0259 ratio
2026-07-28T22:18:55Z
details
Profile
whisper-tiny-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
vosk-small-de-batchvosk / vosk-model-small-de-0.15apple-m1-profleurs-de
cer: 0.0441 ratiower: 0.1740 ratioram_mb: 294.25 MBcpu_pct: 103.42 %real_time_factor: 0.0418 ratio
2026-07-28T22:19:11Z
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-0.15apple-m1-prolibrispeech-en
cer: 0.0655 ratiower: 0.1522 ratioram_mb: 282.75 MBcpu_pct: 103.61 %real_time_factor: 0.0866 ratio
2026-07-28T22:19:39Z
details
Profile
vosk-small-en-batch@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
vosk-small-es-batchvosk / vosk-model-small-es-0.42apple-m1-profleurs-es
cer: 0.0256 ratiower: 0.0812 ratioram_mb: 223.75 MBcpu_pct: 97.73 %real_time_factor: 0.0330 ratio
2026-07-28T22:19:54Z
details
Profile
vosk-small-es-batch@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
vosk-small-fr-batchvosk / vosk-model-small-fr-0.22apple-m1-profleurs-fr
cer: 0.0717 ratiower: 0.2067 ratioram_mb: 323.17 MBcpu_pct: 101.27 %real_time_factor: 0.1624 ratio
2026-07-28T22:20:46Z
details
Profile
vosk-small-fr-batch@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
vosk-small-pt-batchvosk / vosk-model-small-pt-0.3apple-m1-profleurs-pt
cer: 0.0613 ratiower: 0.1557 ratioram_mb: 284.98 MBcpu_pct: 101.65 %real_time_factor: 0.1127 ratio
2026-07-28T22:21:33Z
details
Profile
vosk-small-pt-batch@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
whispercpp-base-de-batchwhisper-cpp / whisper-baseapple-m1-profleurs-de
cer: 0.0302 ratiower: 0.1120 ratioram_mb: 349.96 MBcpu_pct: 325.64 %real_time_factor: 0.0260 ratio
2026-07-28T22:21:42Z
details
Profile
whispercpp-base-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-base-en-batchwhisper-cpp / whisper-base.enapple-m1-prolibrispeech-en
cer: 0.0547 ratiower: 0.1104 ratioram_mb: 353.63 MBcpu_pct: 330.88 %real_time_factor: 0.0333 ratio
2026-07-28T22:21:52Z
details
Profile
whispercpp-base-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-base-es-batchwhisper-cpp / whisper-baseapple-m1-profleurs-es
cer: 0.0216 ratiower: 0.0826 ratioram_mb: 350.66 MBcpu_pct: 332.09 %real_time_factor: 0.0275 ratio
2026-07-28T22:22:03Z
details
Profile
whispercpp-base-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-base-fr-batchwhisper-cpp / whisper-baseapple-m1-profleurs-fr
cer: 0.0764 ratiower: 0.2287 ratioram_mb: 353.76 MBcpu_pct: 333.29 %real_time_factor: 0.0329 ratio
2026-07-28T22:22:13Z
details
Profile
whispercpp-base-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-base-pt-batchwhisper-cpp / whisper-baseapple-m1-profleurs-pt
cer: 0.0309 ratiower: 0.1038 ratioram_mb: 355.80 MBcpu_pct: 332.86 %real_time_factor: 0.0253 ratio
2026-07-28T22:22:23Z
details
Profile
whispercpp-base-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-large-v3-de-batchwhisper-cpp / whisper-large-v3apple-m1-profleurs-de
cer: 0.0060 ratiower: 0.0200 ratioram_mb: 3558.56 MBcpu_pct: 335.46 %real_time_factor: 0.3541 ratio
2026-07-28T22:24:29Z
details
Profile
whispercpp-large-v3-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-large-v3-en-batchwhisper-cpp / whisper-large-v3apple-m1-prolibrispeech-en
cer: 0.0238 ratiower: 0.0478 ratioram_mb: 3559.21 MBcpu_pct: 336.04 %real_time_factor: 0.4096 ratio
2026-07-28T22:26:35Z
details
Profile
whispercpp-large-v3-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-large-v3-es-batchwhisper-cpp / whisper-large-v3apple-m1-profleurs-es
cer: 0.0066 ratiower: 0.0114 ratioram_mb: 3559.32 MBcpu_pct: 338.88 %real_time_factor: 0.3686 ratio
2026-07-28T22:28:47Z
details
Profile
whispercpp-large-v3-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-large-v3-fr-batchwhisper-cpp / whisper-large-v3apple-m1-profleurs-fr
cer: 0.0081 ratiower: 0.0323 ratioram_mb: 3560.97 MBcpu_pct: 340.10 %real_time_factor: 0.4375 ratio
2026-07-28T22:31:02Z
details
Profile
whispercpp-large-v3-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-large-v3-pt-batchwhisper-cpp / whisper-large-v3apple-m1-profleurs-pt
cer: 0.0009 ratiower: 0.0055 ratioram_mb: 3559.19 MBcpu_pct: 339.71 %real_time_factor: 0.3349 ratio
2026-07-28T22:33:16Z
details
Profile
whispercpp-large-v3-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-de-batchwhisper-cpp / whisper-mediumapple-m1-profleurs-de
cer: 0.0066 ratiower: 0.0240 ratioram_mb: 1907.97 MBcpu_pct: 339.02 %real_time_factor: 0.2026 ratio
2026-07-28T22:34:28Z
details
Profile
whispercpp-medium-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-en-batchwhisper-cpp / whisper-medium.enapple-m1-prolibrispeech-en
cer: 0.0476 ratiower: 0.1015 ratioram_mb: 1906.34 MBcpu_pct: 339.57 %real_time_factor: 0.2355 ratio
2026-07-28T22:35:39Z
details
Profile
whispercpp-medium-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-es-batchwhisper-cpp / whisper-mediumapple-m1-profleurs-es
cer: 0.0080 ratiower: 0.0199 ratioram_mb: 1909.90 MBcpu_pct: 340.97 %real_time_factor: 0.2090 ratio
2026-07-28T22:36:53Z
details
Profile
whispercpp-medium-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-fr-batchwhisper-cpp / whisper-mediumapple-m1-profleurs-fr
cer: 0.0172 ratiower: 0.0792 ratioram_mb: 1908.08 MBcpu_pct: 342.46 %real_time_factor: 0.2471 ratio
2026-07-28T22:38:10Z
details
Profile
whispercpp-medium-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-pt-batchwhisper-cpp / whisper-mediumapple-m1-profleurs-pt
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 1909.43 MBcpu_pct: 342.23 %real_time_factor: 0.1881 ratio
2026-07-28T22:39:25Z
details
Profile
whispercpp-medium-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-de-batchwhisper-cpp / whisper-smallapple-m1-profleurs-de
cer: 0.0181 ratiower: 0.0440 ratioram_mb: 759.20 MBcpu_pct: 348.70 %real_time_factor: 0.0788 ratio
2026-07-28T22:39:52Z
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.enapple-m1-prolibrispeech-en
cer: 0.0347 ratiower: 0.0896 ratioram_mb: 757.30 MBcpu_pct: 348.66 %real_time_factor: 0.0969 ratio
2026-07-28T22:40:22Z
details
Profile
whispercpp-small-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-es-batchwhisper-cpp / whisper-smallapple-m1-profleurs-es
cer: 0.0117 ratiower: 0.0399 ratioram_mb: 758.71 MBcpu_pct: 349.81 %real_time_factor: 0.0843 ratio
2026-07-28T22:40:52Z
details
Profile
whispercpp-small-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4

Constant across this view: beam_size 5 · quantization int8 · threads 4 · vad true

* profile default

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