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)
StreamingStreaming results only — real-time factor doesn't apply, so batch results never appear here.
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-7-5700xfleurs-de
wer: 0.1100 ratioram_mb: 5135.22 MBcpu_pct: 82.65 %real_time_factor: 0.1242 ratioupdate_frequency: 1.08 Hzpartial_stability: 0.9275 ratiofirst_final_latency: 8309.31 msend_of_speech_latency: 1124.26 msfirst_partial_latency: 1397.94 msstreaming_responsiveness: 0.6758 index
2026-08-03T11:05:53Z
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-7-5700xlibrispeech-en
wer: 0.0925 ratioram_mb: 7151.49 MBcpu_pct: 84.73 %real_time_factor: 0.1871 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.9239 ratiofirst_final_latency: 8895.00 msend_of_speech_latency: 1235.24 msfirst_partial_latency: 1533.78 msstreaming_responsiveness: 0.6801 index
2026-08-03T11:07:53Z
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-7-5700xfleurs-es
wer: 0.0313 ratioram_mb: 4074.29 MBcpu_pct: 74.66 %real_time_factor: 0.1290 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.9782 ratiofirst_final_latency: 10111.42 msend_of_speech_latency: 1687.97 msfirst_partial_latency: 1809.64 msstreaming_responsiveness: 0.6181 index
2026-08-03T11:09:55Z
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-7-5700xfleurs-fr
wer: 0.0865 ratioram_mb: 3669.72 MBcpu_pct: 79.88 %real_time_factor: 0.1253 ratioupdate_frequency: 1.24 Hzpartial_stability: 0.9195 ratiofirst_final_latency: 8841.75 msend_of_speech_latency: 1623.11 msfirst_partial_latency: 1477.86 msstreaming_responsiveness: 0.7838 index
2026-08-03T11:11:29Z
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-7-5700xfleurs-nl
wer: 0.1861 ratioram_mb: 1861.34 MBcpu_pct: 74.56 %real_time_factor: 0.0518 ratioupdate_frequency: 1.25 Hzpartial_stability: 0.9363 ratiofirst_final_latency: 7046.36 msend_of_speech_latency: 970.79 msfirst_partial_latency: 1069.42 msstreaming_responsiveness: 0.9146 index
2026-08-03T11:12:19Z
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-7-5700xfleurs-pt
wer: 0.0792 ratioram_mb: 2655.36 MBcpu_pct: 73.83 %real_time_factor: 0.0286 ratioupdate_frequency: 1.12 Hzpartial_stability: 0.9300 ratiofirst_final_latency: 11420.26 msend_of_speech_latency: 905.39 msfirst_partial_latency: 1281.30 msstreaming_responsiveness: 0.7667 index
2026-08-03T11:13:22Z
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-7-5700xfleurs-de
wer: 0.1740 ratioram_mb: 298.46 MBcpu_pct: 100.92 %real_time_factor: 0.0510 ratioupdate_frequency: 1.26 Hzpartial_stability: 0.9837 ratiofirst_final_latency: 7930.98 msend_of_speech_latency: 2318.59 msfirst_partial_latency: 920.56 msstreaming_responsiveness: 1.50 index
2026-08-03T11:13:44Z
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-7-5700xlibrispeech-en
wer: 0.1522 ratioram_mb: 279.41 MBcpu_pct: 101.36 %real_time_factor: 0.0941 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.9907 ratiofirst_final_latency: 7601.33 msend_of_speech_latency: 439.68 msfirst_partial_latency: 1494.29 msstreaming_responsiveness: 0.6791 index
2026-08-03T11:14:15Z
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-7-5700xfleurs-es
wer: 0.0812 ratioram_mb: 219.36 MBcpu_pct: 101.88 %real_time_factor: 0.0451 ratioupdate_frequency: 1.20 Hzpartial_stability: 0.9860 ratiofirst_final_latency: 9643.23 msend_of_speech_latency: 1321.06 msfirst_partial_latency: 1012.95 msstreaming_responsiveness: 1.32 index
2026-08-03T11:14:34Z
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-7-5700xfleurs-fr
wer: 0.2053 ratioram_mb: 314.24 MBcpu_pct: 99.54 %real_time_factor: 0.1786 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.9576 ratiofirst_final_latency: 8209.25 msend_of_speech_latency: 1267.86 msfirst_partial_latency: 1337.31 msstreaming_responsiveness: 0.7807 index
2026-08-03T11:15:33Z
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-7-5700xfleurs-nl
wer: 0.3595 ratioram_mb: 330.99 MBcpu_pct: 101.72 %real_time_factor: 0.2699 ratioupdate_frequency: 1.31 Hzpartial_stability: 0.9025 ratiofirst_final_latency: 6337.09 msend_of_speech_latency: 1051.30 msfirst_partial_latency: 1690.17 msstreaming_responsiveness: 0.6640 index
2026-08-03T11:16:43Z
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-7-5700xfleurs-pt
wer: 0.1557 ratioram_mb: 278.05 MBcpu_pct: 103.22 %real_time_factor: 0.1404 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.9655 ratiofirst_final_latency: 11456.34 msend_of_speech_latency: 1289.08 msfirst_partial_latency: 1780.62 msstreaming_responsiveness: 0.6241 index
2026-08-03T11:17:40Z
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-7-5700xfleurs-de
wer: 0.2520 ratioram_mb: 361.59 MBcpu_pct: 360.82 %real_time_factor: 0.7217 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.7980 ratiofirst_final_latency: 5638.66 msend_of_speech_latency: 2956.03 msfirst_partial_latency: 1959.17 msstreaming_responsiveness: 0.5063 index
2026-08-03T11:22:13Z
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-7-5700xlibrispeech-en
wer: 0.1403 ratioram_mb: 361.20 MBcpu_pct: 394.82 %real_time_factor: 0.6398 ratioupdate_frequency: 1.02 Hzpartial_stability: 0.8893 ratiofirst_final_latency: 3813.67 msend_of_speech_latency: 937.21 msfirst_partial_latency: 1515.01 msstreaming_responsiveness: 0.5829 index
2026-08-03T11:25:23Z
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-7-5700xfleurs-es
wer: 0.1054 ratioram_mb: 360.36 MBcpu_pct: 402.94 %real_time_factor: 0.7022 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8860 ratiofirst_final_latency: 4987.40 msend_of_speech_latency: 1879.81 msfirst_partial_latency: 1513.39 msstreaming_responsiveness: 0.5847 index
2026-08-03T11:29:23Z
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-7-5700xfleurs-fr
wer: 0.3754 ratioram_mb: 359.34 MBcpu_pct: 401.39 %real_time_factor: 0.7483 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7079 ratiofirst_final_latency: 4719.01 msend_of_speech_latency: 1907.68 msfirst_partial_latency: 1664.35 msstreaming_responsiveness: 0.4863 index
2026-08-03T11:33:04Z
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-7-5700xfleurs-nl
wer: 0.5109 ratioram_mb: 359.71 MBcpu_pct: 402.05 %real_time_factor: 0.7778 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.6314 ratiofirst_final_latency: 4464.85 msend_of_speech_latency: 1667.84 msfirst_partial_latency: 1456.37 msstreaming_responsiveness: 0.5052 index
2026-08-03T11:36:12Z
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-7-5700xfleurs-pt
wer: 0.1393 ratioram_mb: 359.95 MBcpu_pct: 402.02 %real_time_factor: 0.7283 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.8091 ratiofirst_final_latency: 4787.71 msend_of_speech_latency: 1678.43 msfirst_partial_latency: 1561.11 msstreaming_responsiveness: 0.5383 index
2026-08-03T11:40:50Z
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-7-5700xfleurs-de
wer: 0.0720 ratioram_mb: 3987.10 MBcpu_pct: 385.50 %real_time_factor: 13.90 ratioupdate_frequency: 0.9650 Hzpartial_stability: 0.8627 ratiofirst_final_latency: 17805.23 msend_of_speech_latency: 15164.21 msfirst_partial_latency: 13601.56 msstreaming_responsiveness: 0.0611 index
2026-08-03T13:01:15Z
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-7-5700xlibrispeech-en
wer: 0.0896 ratioram_mb: 3987.81 MBcpu_pct: 400.35 %real_time_factor: 14.38 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8530 ratiofirst_final_latency: 16894.80 msend_of_speech_latency: 13653.12 msfirst_partial_latency: 13966.96 msstreaming_responsiveness: 0.0631 index
2026-08-03T14:11:01Z
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-7-5700xfleurs-es
wer: 0.0399 ratioram_mb: 3985.18 MBcpu_pct: 400.35 %real_time_factor: 13.98 ratioupdate_frequency: 0.9534 Hzpartial_stability: 0.9450 ratiofirst_final_latency: 17764.28 msend_of_speech_latency: 14507.99 msfirst_partial_latency: 13611.39 msstreaming_responsiveness: 0.0660 index
2026-08-03T16:16:45Z
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-7-5700xfleurs-fr
wer: 0.0733 ratioram_mb: 3985.65 MBcpu_pct: 400.45 %real_time_factor: 14.43 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.8573 ratiofirst_final_latency: 17746.27 msend_of_speech_latency: 14278.08 msfirst_partial_latency: 13863.06 msstreaming_responsiveness: 0.0631 index
2026-08-03T17:58:38Z
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-7-5700xfleurs-nl
wer: 0.0985 ratioram_mb: 3984.66 MBcpu_pct: 400.31 %real_time_factor: 14.54 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8586 ratiofirst_final_latency: 17585.64 msend_of_speech_latency: 14516.31 msfirst_partial_latency: 13788.34 msstreaming_responsiveness: 0.0653 index
2026-08-03T18:56:43Z
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-7-5700xfleurs-pt
wer: 0.0792 ratioram_mb: 3987.88 MBcpu_pct: 400.59 %real_time_factor: 14.19 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8740 ratiofirst_final_latency: 16701.85 msend_of_speech_latency: 14580.95 msfirst_partial_latency: 13551.19 msstreaming_responsiveness: 0.0668 index
2026-08-03T20:26:35Z
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-7-5700xfleurs-de
wer: 0.2040 ratioram_mb: 2149.05 MBcpu_pct: 390.01 %real_time_factor: 7.86 ratioupdate_frequency: 0.9650 Hzpartial_stability: 0.8592 ratiofirst_final_latency: 11272.19 msend_of_speech_latency: 8964.12 msfirst_partial_latency: 10371.24 msstreaming_responsiveness: 0.0941 index
2026-08-03T21:11:34Z
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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