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.

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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 / ModelHardwarePackconcurrencyMetricsSubmittedDetails
whispercpp-base-pt-batchwhisper-cpp / whisper-baseamd-epyc-9135fleurs-pt—
cer: 0.0309 ratiower: 0.1038 ratioram_mb: 324.12 MBcpu_pct: 391.63 %temperature_c: 57.44 °Creal_time_factor: 0.0496 ratio
2026-08-01T14:05:44Z
details
Profile
whispercpp-base-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-de-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-de—
cer: 0.0066 ratiower: 0.0240 ratioram_mb: 1861.20 MBcpu_pct: 278.78 %temperature_c: 60.38 °Creal_time_factor: 0.5654 ratio
2026-08-01T14:11:36Z
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.enamd-epyc-9135librispeech-en—
cer: 0.0476 ratiower: 0.1015 ratioram_mb: 1858.54 MBcpu_pct: 272.26 %temperature_c: 60 °Creal_time_factor: 0.6410 ratio
2026-08-01T14:17:39Z
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-mediumamd-epyc-9135fleurs-es—
cer: 0.0075 ratiower: 0.0171 ratioram_mb: 1856.75 MBcpu_pct: 399.27 %temperature_c: 60.69 °Creal_time_factor: 0.5587 ratio
2026-08-01T14:20:53Z
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-mediumamd-epyc-9135fleurs-fr—
cer: 0.0172 ratiower: 0.0792 ratioram_mb: 1857.48 MBcpu_pct: 398.23 %temperature_c: 62.19 °Creal_time_factor: 0.6658 ratio
2026-08-01T14:24:13Z
details
Profile
whispercpp-medium-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-nl—
cer: 0.0223 ratiower: 0.0620 ratioram_mb: 1857.17 MBcpu_pct: 399.86 %temperature_c: 60.69 °Creal_time_factor: 0.8074 ratio
2026-08-01T14:27:31Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-pt-batchwhisper-cpp / whisper-mediumamd-epyc-9135fleurs-pt—
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 1859.49 MBcpu_pct: 398.70 %temperature_c: 60 °Creal_time_factor: 0.5258 ratio
2026-08-01T14:30:55Z
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-smallamd-epyc-9135fleurs-de—
cer: 0.0181 ratiower: 0.0440 ratioram_mb: 720.56 MBcpu_pct: 304.44 %temperature_c: 59.75 °Creal_time_factor: 0.1732 ratio
2026-08-01T14:32:24Z
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.enamd-epyc-9135librispeech-en—
cer: 0.0347 ratiower: 0.0896 ratioram_mb: 717.55 MBcpu_pct: 253.44 %temperature_c: 58.88 °Creal_time_factor: 0.2137 ratio
2026-08-01T14:34:59Z
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-smallamd-epyc-9135fleurs-es—
cer: 0.0117 ratiower: 0.0399 ratioram_mb: 716.63 MBcpu_pct: 400.56 %temperature_c: 59.38 °Creal_time_factor: 0.1827 ratio
2026-08-01T14:36:04Z
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-smallamd-epyc-9135fleurs-fr—
cer: 0.0321 ratiower: 0.0968 ratioram_mb: 718.46 MBcpu_pct: 400.66 %temperature_c: 58 °Creal_time_factor: 0.2165 ratio
2026-08-01T14:37:10Z
details
Profile
whispercpp-small-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-nl-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-nl—
cer: 0.0685 ratiower: 0.2044 ratioram_mb: 719.07 MBcpu_pct: 397.39 %temperature_c: 57.31 °Creal_time_factor: 0.2558 ratio
2026-08-01T14:38:13Z
details
Profile
whispercpp-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-pt-batchwhisper-cpp / whisper-smallamd-epyc-9135fleurs-pt—
cer: 0.0059 ratiower: 0.0301 ratioram_mb: 719.42 MBcpu_pct: 398.11 %temperature_c: 58.56 °Creal_time_factor: 0.1649 ratio
2026-08-01T14:39:18Z
details
Profile
whispercpp-small-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-de-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-de—
cer: 0.0508 ratiower: 0.1640 ratioram_mb: 257.61 MBcpu_pct: 380.91 %temperature_c: 57.63 °Creal_time_factor: 0.0261 ratio
2026-08-01T14:39:30Z
details
Profile
whispercpp-tiny-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-en-batchwhisper-cpp / whisper-tiny.enamd-epyc-9135librispeech-en—
cer: 0.0455 ratiower: 0.1045 ratioram_mb: 232.61 MBcpu_pct: 381.73 %temperature_c: 56.94 °Creal_time_factor: 0.0314 ratio
2026-08-01T14:39:42Z
details
Profile
whispercpp-tiny-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-es-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-es—
cer: 0.0516 ratiower: 0.1652 ratioram_mb: 231.95 MBcpu_pct: 430.77 %temperature_c: 56.69 °Creal_time_factor: 0.0277 ratio
2026-08-01T14:39:52Z
details
Profile
whispercpp-tiny-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-fr-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-fr—
cer: 0.1524 ratiower: 0.4399 ratioram_mb: 233.48 MBcpu_pct: 441.07 %temperature_c: 55.56 °Creal_time_factor: 0.0323 ratio
2026-08-01T14:40:03Z
details
Profile
whispercpp-tiny-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-nl-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-nl—
cer: 0.2201 ratiower: 0.5620 ratioram_mb: 254.65 MBcpu_pct: 425.73 %temperature_c: 55.81 °Creal_time_factor: 0.0413 ratio
2026-08-01T14:40:14Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-pt-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-pt—
cer: 0.0413 ratiower: 0.1448 ratioram_mb: 234.28 MBcpu_pct: 427.87 %temperature_c: 56.50 °Creal_time_factor: 0.0244 ratio
2026-08-01T14:40:24Z
details
Profile
whispercpp-tiny-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
whisper-base-concurrencyfaster-whisper / whisper-basecudanvidia-rtx-5090librispeech-en1 *
ram_mb: 920.80 MBcpu_pct: 602.63 %throughput: 46.83 audio-s/stemperature_c: 53.38 °Creal_time_factor: 0.0249 ratio
2026-08-01T14:52:20Z
details
Profile
whisper-base-concurrency@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
concurrency
1
quantization
int8
threads
4
vad
true
whisper-base-concurrencyfaster-whisper / whisper-basecudanvidia-rtx-5090librispeech-en2
ram_mb: 962.81 MBcpu_pct: 621.08 %throughput: 64.69 audio-s/stemperature_c: 53.75 °Creal_time_factor: 0.0372 ratio
2026-08-01T14:53:22Z
details
Profile
whisper-base-concurrency@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
concurrency
2 (default 1)
quantization
int8
threads
4
vad
true
whisper-base-concurrencyfaster-whisper / whisper-basecudanvidia-rtx-5090librispeech-en4
ram_mb: 1033.38 MBcpu_pct: 644.57 %throughput: 73.77 audio-s/stemperature_c: 54.63 °Creal_time_factor: 0.0670 ratio
2026-08-01T14:54:25Z
details
Profile
whisper-base-concurrency@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
concurrency
4 (default 1)
quantization
int8
threads
4
vad
true
whisper-base-concurrencyfaster-whisper / whisper-basecudanvidia-rtx-5090librispeech-en8
ram_mb: 1208.91 MBcpu_pct: 674.50 %throughput: 77.50 audio-s/stemperature_c: 53.63 °Creal_time_factor: 0.1255 ratio
2026-08-01T14:55:29Z
details
Profile
whisper-base-concurrency@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
concurrency
8 (default 1)
quantization
int8
threads
4
vad
true
whisper-large-v3-concurrencyfaster-whisper / whisper-large-v3cudanvidia-rtx-5090librispeech-en1 *
ram_mb: 3549.51 MBcpu_pct: 387.16 %throughput: 28.64 audio-s/stemperature_c: 54.38 °Creal_time_factor: 0.0423 ratio
2026-08-01T14:56:38Z
details
Profile
whisper-large-v3-concurrency@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
concurrency
1
quantization
int8
threads
4
vad
true
whisper-large-v3-concurrencyfaster-whisper / whisper-large-v3cudanvidia-rtx-5090librispeech-en2
ram_mb: 3593.76 MBcpu_pct: 443.39 %throughput: 33.60 audio-s/stemperature_c: 54.81 °Creal_time_factor: 0.0705 ratio
2026-08-01T14:57:49Z
details
Profile
whisper-large-v3-concurrency@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
concurrency
2 (default 1)
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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