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
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-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
whispercpp-small-fr-batchwhisper-cpp / whisper-smallapple-m1-profleurs-fr
cer: 0.0321 ratiower: 0.0968 ratioram_mb: 758.02 MBcpu_pct: 352.58 %real_time_factor: 0.1018 ratio
2026-07-28T22:41:23Z
details
Profile
whispercpp-small-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-pt-batchwhisper-cpp / whisper-smallapple-m1-profleurs-pt
cer: 0.0059 ratiower: 0.0301 ratioram_mb: 763.65 MBcpu_pct: 351.01 %real_time_factor: 0.0771 ratio
2026-07-28T22:41:54Z
details
Profile
whispercpp-small-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-en-batchwhisper-cpp / whisper-tiny.enapple-m1-prolibrispeech-en
cer: 0.0455 ratiower: 0.1045 ratioram_mb: 261.10 MBcpu_pct: 315.63 %real_time_factor: 0.0178 ratio
2026-07-28T22:42:06Z
details
Profile
whispercpp-tiny-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-pt-batchwhisper-cpp / whisper-tinyapple-m1-profleurs-pt
cer: 0.0413 ratiower: 0.1448 ratioram_mb: 269.04 MBcpu_pct: 316.84 %real_time_factor: 0.0146 ratio
2026-07-28T22:42:24Z
details
Profile
whispercpp-tiny-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3apple-m1-profleurs-nl
cer: 0.0100 ratiower: 0.0438 ratioram_mb: 3685.48 MBcpu_pct: 430.35 %real_time_factor: 0.6461 ratio
2026-07-28T21:35:20Z
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-mediumapple-m1-profleurs-nl
cer: 0.0156 ratiower: 0.0474 ratioram_mb: 2021.80 MBcpu_pct: 431.53 %real_time_factor: 0.3789 ratio
2026-07-28T21:36:57Z
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-large-v3-nl-batchwhisper-cpp / whisper-large-v3apple-m1-profleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3559.60 MBcpu_pct: 338.20 %real_time_factor: 0.5255 ratio
2026-07-28T21:41:12Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediumapple-m1-profleurs-nl
cer: 0.0228 ratiower: 0.0620 ratioram_mb: 1906.52 MBcpu_pct: 340.14 %real_time_factor: 0.2974 ratio
2026-07-28T21:42:27Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4

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

* profile default

76–100 of 100
← PrevPage 4 of 4Next →