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.
AnyBatchStreamingConcurrency

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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
vosk-small-fr-streamingvosk / vosk-model-small-fr-0.22amd-ryzen-9-9950xfleurs-fr
wer: 0.2067 ratioram_mb: 314.32 MBcpu_pct: 102.09 %real_time_factor: 0.1367 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.9574 ratiofirst_final_latency: 8194.58 msend_of_speech_latency: 1256.80 msfirst_partial_latency: 1262.56 msstreaming_responsiveness: 0.8514 index
2026-08-03T11:30:31Z
details
Profile
vosk-small-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-small-nl-streamingvosk / vosk-model-small-nl-0.22amd-ryzen-9-9950xfleurs-nl
wer: 0.3595 ratioram_mb: 333.24 MBcpu_pct: 101.56 %real_time_factor: 0.2025 ratioupdate_frequency: 1.31 Hzpartial_stability: 0.9025 ratiofirst_final_latency: 6314.53 msend_of_speech_latency: 1031.84 msfirst_partial_latency: 1574.09 msstreaming_responsiveness: 0.7014 index
2026-08-03T11:31:23Z
details
Profile
vosk-small-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-small-pt-streamingvosk / vosk-model-small-pt-0.3amd-ryzen-9-9950xfleurs-pt
wer: 0.1557 ratioram_mb: 279.76 MBcpu_pct: 102.13 %real_time_factor: 0.0998 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.9655 ratiofirst_final_latency: 11434.54 msend_of_speech_latency: 1266.96 msfirst_partial_latency: 1682.43 msstreaming_responsiveness: 0.6506 index
2026-08-03T11:32:04Z
details
Profile
vosk-small-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
whispercpp-base-de-streamingwhisper-cpp / whisper-baseamd-ryzen-9-9950xfleurs-de
wer: 0.2520 ratioram_mb: 362.50 MBcpu_pct: 346.02 %real_time_factor: 0.5421 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.7980 ratiofirst_final_latency: 5476.37 msend_of_speech_latency: 2774.77 msfirst_partial_latency: 1739.62 msstreaming_responsiveness: 0.5688 index
2026-08-03T11:35:41Z
details
Profile
whispercpp-base-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-base-en-streamingwhisper-cpp / whisper-base.enamd-ryzen-9-9950xlibrispeech-en
wer: 0.1403 ratioram_mb: 361.97 MBcpu_pct: 395.70 %real_time_factor: 0.4759 ratioupdate_frequency: 1.02 Hzpartial_stability: 0.8893 ratiofirst_final_latency: 3659.63 msend_of_speech_latency: 788.30 msfirst_partial_latency: 1358.11 msstreaming_responsiveness: 0.6439 index
2026-08-03T11:38:03Z
details
Profile
whispercpp-base-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-base-es-streamingwhisper-cpp / whisper-baseamd-ryzen-9-9950xfleurs-es
wer: 0.1054 ratioram_mb: 360.87 MBcpu_pct: 402.39 %real_time_factor: 0.5285 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8860 ratiofirst_final_latency: 4837.09 msend_of_speech_latency: 1727.61 msfirst_partial_latency: 1350.30 msstreaming_responsiveness: 0.6540 index
2026-08-03T11:41:04Z
details
Profile
whispercpp-base-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-base-fr-streamingwhisper-cpp / whisper-baseamd-ryzen-9-9950xfleurs-fr
wer: 0.3754 ratioram_mb: 360.36 MBcpu_pct: 402.42 %real_time_factor: 0.5724 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7079 ratiofirst_final_latency: 4566.34 msend_of_speech_latency: 1751.57 msfirst_partial_latency: 1497.52 msstreaming_responsiveness: 0.5452 index
2026-08-03T11:43:54Z
details
Profile
whispercpp-base-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-base-nl-streamingwhisper-cpp / whisper-baseamd-ryzen-9-9950xfleurs-nl
wer: 0.5109 ratioram_mb: 360.23 MBcpu_pct: 403.42 %real_time_factor: 0.5922 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.6314 ratiofirst_final_latency: 4304.47 msend_of_speech_latency: 1497.05 msfirst_partial_latency: 1287.93 msstreaming_responsiveness: 0.5751 index
2026-08-03T11:46:17Z
details
Profile
whispercpp-base-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-base-pt-streamingwhisper-cpp / whisper-baseamd-ryzen-9-9950xfleurs-pt
wer: 0.1393 ratioram_mb: 360.99 MBcpu_pct: 403.69 %real_time_factor: 0.5483 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.8091 ratiofirst_final_latency: 4588.46 msend_of_speech_latency: 1521.57 msfirst_partial_latency: 1399.60 msstreaming_responsiveness: 0.5963 index
2026-08-03T11:49:46Z
details
Profile
whispercpp-base-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-large-v3-de-streamingwhisper-cpp / whisper-large-v3amd-ryzen-9-9950xfleurs-de
wer: 0.0720 ratioram_mb: 3987.63 MBcpu_pct: 368.14 %real_time_factor: 10.69 ratioupdate_frequency: 0.9650 Hzpartial_stability: 0.8627 ratiofirst_final_latency: 14744.56 msend_of_speech_latency: 12100.97 msfirst_partial_latency: 10431.66 msstreaming_responsiveness: 0.0793 index
2026-08-03T12:54:54Z
details
Profile
whispercpp-large-v3-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-large-v3-en-streamingwhisper-cpp / whisper-large-v3amd-ryzen-9-9950xlibrispeech-en
wer: 0.0896 ratioram_mb: 3988.10 MBcpu_pct: 399.92 %real_time_factor: 11.11 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8530 ratiofirst_final_latency: 13802.97 msend_of_speech_latency: 10577.91 msfirst_partial_latency: 10791.57 msstreaming_responsiveness: 0.0814 index
2026-08-03T13:48:47Z
details
Profile
whispercpp-large-v3-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-large-v3-es-streamingwhisper-cpp / whisper-large-v3amd-ryzen-9-9950xfleurs-es
wer: 0.0399 ratioram_mb: 3986.15 MBcpu_pct: 400.33 %real_time_factor: 10.76 ratioupdate_frequency: 0.9534 Hzpartial_stability: 0.9450 ratiofirst_final_latency: 14638.63 msend_of_speech_latency: 11390.87 msfirst_partial_latency: 10414.33 msstreaming_responsiveness: 0.0862 index
2026-08-03T14:49:42Z
details
Profile
whispercpp-large-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-large-v3-fr-streamingwhisper-cpp / whisper-large-v3amd-ryzen-9-9950xfleurs-fr
wer: 0.0733 ratioram_mb: 3985.79 MBcpu_pct: 399.96 %real_time_factor: 11.17 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.8573 ratiofirst_final_latency: 14641.19 msend_of_speech_latency: 11157.12 msfirst_partial_latency: 10646.46 msstreaming_responsiveness: 0.0824 index
2026-08-03T15:44:29Z
details
Profile
whispercpp-large-v3-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-large-v3-nl-streamingwhisper-cpp / whisper-large-v3amd-ryzen-9-9950xfleurs-nl
wer: 0.0985 ratioram_mb: 3985.23 MBcpu_pct: 399.93 %real_time_factor: 11.25 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8586 ratiofirst_final_latency: 14478.98 msend_of_speech_latency: 11414.44 msfirst_partial_latency: 10548.28 msstreaming_responsiveness: 0.0849 index
2026-08-03T16:29:25Z
details
Profile
whispercpp-large-v3-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-large-v3-pt-streamingwhisper-cpp / whisper-large-v3amd-ryzen-9-9950xfleurs-pt
wer: 0.0792 ratioram_mb: 3987.62 MBcpu_pct: 400.21 %real_time_factor: 10.83 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8740 ratiofirst_final_latency: 13454.77 msend_of_speech_latency: 11352.63 msfirst_partial_latency: 10269.50 msstreaming_responsiveness: 0.0880 index
2026-08-03T17:54:38Z
details
Profile
whispercpp-large-v3-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-de-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-de
wer: 0.2040 ratioram_mb: 2149.96 MBcpu_pct: 374.58 %real_time_factor: 6.12 ratioupdate_frequency: 0.9650 Hzpartial_stability: 0.8592 ratiofirst_final_latency: 9606.88 msend_of_speech_latency: 7356.93 msfirst_partial_latency: 8724.00 msstreaming_responsiveness: 0.1194 index
2026-08-03T18:31:11Z
details
Profile
whispercpp-medium-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-en-streamingwhisper-cpp / whisper-medium.enamd-ryzen-9-9950xlibrispeech-en
wer: 0.1104 ratioram_mb: 2150.17 MBcpu_pct: 368.64 %real_time_factor: 5.81 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8848 ratiofirst_final_latency: 8190.92 msend_of_speech_latency: 5575.54 msfirst_partial_latency: 5915.57 msstreaming_responsiveness: 0.1584 index
2026-08-03T19:02:02Z
details
Profile
whispercpp-medium-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-es-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-es
wer: 0.0741 ratioram_mb: 2152.69 MBcpu_pct: 400.27 %real_time_factor: 6.28 ratioupdate_frequency: 0.9576 Hzpartial_stability: 0.9019 ratiofirst_final_latency: 9619.68 msend_of_speech_latency: 5911.70 msfirst_partial_latency: 5945.39 msstreaming_responsiveness: 0.1439 index
2026-08-03T19:37:37Z
details
Profile
whispercpp-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-fr-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-fr
wer: 0.1408 ratioram_mb: 2148.42 MBcpu_pct: 399.99 %real_time_factor: 6.01 ratioupdate_frequency: 0.9578 Hzpartial_stability: 0.7971 ratiofirst_final_latency: 9413.16 msend_of_speech_latency: 6077.81 msfirst_partial_latency: 6948.17 msstreaming_responsiveness: 0.1217 index
2026-08-03T20:35:00Z
details
Profile
whispercpp-medium-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-nl-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-nl
wer: 0.1715 ratioram_mb: 2148.15 MBcpu_pct: 400.23 %real_time_factor: 6.51 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8120 ratiofirst_final_latency: 9533.53 msend_of_speech_latency: 6420.32 msfirst_partial_latency: 6967.69 msstreaming_responsiveness: 0.1376 index
2026-08-03T21:01:00Z
details
Profile
whispercpp-medium-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-pt-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-pt
wer: 0.0574 ratioram_mb: 2150.71 MBcpu_pct: 400.05 %real_time_factor: 5.72 ratioupdate_frequency: 0.9843 Hzpartial_stability: 0.8829 ratiofirst_final_latency: 9132.26 msend_of_speech_latency: 6219.42 msfirst_partial_latency: 6195.18 msstreaming_responsiveness: 0.1417 index
2026-08-03T21:37:13Z
details
Profile
whispercpp-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-small-de-streamingwhisper-cpp / whisper-smallamd-ryzen-9-9950xfleurs-de
wer: 0.2280 ratioram_mb: 833.69 MBcpu_pct: 381.15 %real_time_factor: 1.78 ratioupdate_frequency: 1.02 Hzpartial_stability: 0.8581 ratiofirst_final_latency: 6403.85 msend_of_speech_latency: 3537.20 msfirst_partial_latency: 2607.53 msstreaming_responsiveness: 0.3288 index
2026-08-03T21:47:43Z
details
Profile
whispercpp-small-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-small-en-streamingwhisper-cpp / whisper-small.enamd-ryzen-9-9950xlibrispeech-en
wer: 0.1194 ratioram_mb: 836.39 MBcpu_pct: 356.88 %real_time_factor: 1.79 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8830 ratiofirst_final_latency: 4928.00 msend_of_speech_latency: 2026.46 msfirst_partial_latency: 2385.31 msstreaming_responsiveness: 0.3586 index
2026-08-03T21:57:38Z
details
Profile
whispercpp-small-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-small-es-streamingwhisper-cpp / whisper-smallamd-ryzen-9-9950xfleurs-es
wer: 0.0883 ratioram_mb: 836.64 MBcpu_pct: 400.47 %real_time_factor: 1.81 ratioupdate_frequency: 0.9971 Hzpartial_stability: 0.9061 ratiofirst_final_latency: 6028.32 msend_of_speech_latency: 2856.70 msfirst_partial_latency: 2626.88 msstreaming_responsiveness: 0.3338 index
2026-08-03T22:07:55Z
details
Profile
whispercpp-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whisper-base-de-streamingfaster-whisper / whisper-baseintel-n150fleurs-de
wer: 0.2000 ratioram_mb: 466.51 MBcpu_pct: 357.71 %real_time_factor: 1.32 ratioupdate_frequency: 1.30 Hzpartial_stability: 0.7273 ratiofirst_final_latency: 4934.72 msend_of_speech_latency: 3812.15 msfirst_partial_latency: 2250.90 msstreaming_responsiveness: 0.4258 index
2026-08-03T16:17:55Z
details
Profile
whisper-base-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true

Constant across this view: beam_size 5 · chunk_ms 1000 · quantization int8 · threads 4 · vad true

* profile default

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