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 · 14 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
vosk-medium-en-streamingvosk / vosk-model-en-us-0.22amd-ryzen-9-9950xlibrispeech-en
wer: 0.0925 ratioram_mb: 7005.18 MBcpu_pct: 69.14 %real_time_factor: 0.1434 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.9239 ratiofirst_final_latency: 8536.41 msend_of_speech_latency: 876.10 msfirst_partial_latency: 1530.66 msstreaming_responsiveness: 0.6842 index
2026-08-03T11:23:56Z
details
Profile
vosk-medium-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-medium-es-streamingvosk / vosk-model-es-0.42amd-ryzen-9-9950xfleurs-es
wer: 0.0313 ratioram_mb: 4237.47 MBcpu_pct: 74.54 %real_time_factor: 0.1213 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.9782 ratiofirst_final_latency: 9973.29 msend_of_speech_latency: 1571.56 msfirst_partial_latency: 1814.01 msstreaming_responsiveness: 0.6183 index
2026-08-03T11:25:48Z
details
Profile
vosk-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-medium-fr-streamingvosk / vosk-model-fr-0.22amd-ryzen-9-9950xfleurs-fr
wer: 0.0865 ratioram_mb: 3584.45 MBcpu_pct: 68.47 %real_time_factor: 0.0986 ratioupdate_frequency: 1.24 Hzpartial_stability: 0.9195 ratiofirst_final_latency: 8610.43 msend_of_speech_latency: 1479.33 msfirst_partial_latency: 1473.82 msstreaming_responsiveness: 0.7868 index
2026-08-03T11:27:25Z
details
Profile
vosk-medium-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-medium-pt-streamingvosk / vosk-model-pt-fb-v0.1.1-20220516_2113amd-ryzen-9-9950xfleurs-pt
wer: 0.0792 ratioram_mb: 2647.95 MBcpu_pct: 67.55 %real_time_factor: 0.0204 ratioupdate_frequency: 1.12 Hzpartial_stability: 0.9300 ratiofirst_final_latency: 11407.75 msend_of_speech_latency: 893.91 msfirst_partial_latency: 1275.09 msstreaming_responsiveness: 0.7686 index
2026-08-03T11:28:53Z
details
Profile
vosk-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-small-es-streamingvosk / vosk-model-small-es-0.42amd-ryzen-9-9950xfleurs-es
wer: 0.0812 ratioram_mb: 222.83 MBcpu_pct: 97 %real_time_factor: 0.0312 ratioupdate_frequency: 1.20 Hzpartial_stability: 0.9860 ratiofirst_final_latency: 9637.12 msend_of_speech_latency: 1314.44 msfirst_partial_latency: 998.33 msstreaming_responsiveness: 1.33 index
2026-08-03T11:29:47Z
details
Profile
vosk-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
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-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-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-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

Constant across this view: chunk_ms 1000 · threads 4

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