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-medium-de-streamingvosk / vosk-model-de-0.21amd-ryzen-9-9950xfleurs-de
wer: 0.1100 ratioram_mb: 4945.89 MBcpu_pct: 74.98 %real_time_factor: 0.1016 ratioupdate_frequency: 1.08 Hzpartial_stability: 0.9275 ratiofirst_final_latency: 8190.75 msend_of_speech_latency: 1043.24 msfirst_partial_latency: 1385.52 msstreaming_responsiveness: 0.6827 index
2026-08-03T11:21:49Z
details
Profile
vosk-medium-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
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-nl-streamingvosk / vosk-model-nl-spraakherkenning-0.6amd-ryzen-9-9950xfleurs-nl
wer: 0.1934 ratioram_mb: 1863.69 MBcpu_pct: 71.86 %real_time_factor: 0.0380 ratioupdate_frequency: 1.25 Hzpartial_stability: 0.9356 ratiofirst_final_latency: 7031.39 msend_of_speech_latency: 958.18 msfirst_partial_latency: 1059.44 msstreaming_responsiveness: 0.9266 index
2026-08-03T11:28:01Z
details
Profile
vosk-medium-nl-streaming@1.0.0
Pack
fleurs-nl@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-de-streamingvosk / vosk-model-small-de-0.15amd-ryzen-9-9950xfleurs-de
wer: 0.1740 ratioram_mb: 299.66 MBcpu_pct: 104.23 %real_time_factor: 0.0368 ratioupdate_frequency: 1.26 Hzpartial_stability: 0.9837 ratiofirst_final_latency: 7923.54 msend_of_speech_latency: 2310.30 msfirst_partial_latency: 900.18 msstreaming_responsiveness: 1.52 index
2026-08-03T11:29:09Z
details
Profile
vosk-small-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-small-en-streamingvosk / vosk-model-small-en-us-0.15amd-ryzen-9-9950xlibrispeech-en
wer: 0.1522 ratioram_mb: 280.28 MBcpu_pct: 104.36 %real_time_factor: 0.0700 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.9907 ratiofirst_final_latency: 7590.91 msend_of_speech_latency: 429.51 msfirst_partial_latency: 1460.25 msstreaming_responsiveness: 0.6939 index
2026-08-03T11:29:33Z
details
Profile
vosk-small-en-streaming@1.0.0
Pack
librispeech-en@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
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

Constant across this view: chunk_ms 1000 · threads 4

* profile default

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