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.

This is every verified result, filterable and sortable. Looking for a single best recommendation for your constraints instead? Try the homepage →

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
whisper-base-en-streamingfaster-whisper / whisper-baseintel-n150librispeech-en
wer: 0.1313 ratioram_mb: 455.98 MBcpu_pct: 357.24 %real_time_factor: 1.54 ratioupdate_frequency: 1.07 Hzpartial_stability: 0.8713 ratiofirst_final_latency: 4619.15 msend_of_speech_latency: 2064.78 msfirst_partial_latency: 2112.99 msstreaming_responsiveness: 0.4350 index
2026-08-03T16:25:29Z
details
Profile
whisper-base-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-es-streamingfaster-whisper / whisper-baseintel-n150fleurs-es
wer: 0.1197 ratioram_mb: 460.35 MBcpu_pct: 357.71 %real_time_factor: 1.44 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.7834 ratiofirst_final_latency: 4760.85 msend_of_speech_latency: 2904.86 msfirst_partial_latency: 2432.48 msstreaming_responsiveness: 0.3804 index
2026-08-03T16:33:40Z
details
Profile
whisper-base-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-fr-streamingfaster-whisper / whisper-baseintel-n150fleurs-fr
wer: 0.4282 ratioram_mb: 469.19 MBcpu_pct: 356.53 %real_time_factor: 1.63 ratioupdate_frequency: 1.24 Hzpartial_stability: 0.5641 ratiofirst_final_latency: 5037.08 msend_of_speech_latency: 2987.99 msfirst_partial_latency: 3439.47 msstreaming_responsiveness: 0.2877 index
2026-08-03T16:41:43Z
details
Profile
whisper-base-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-nl-streamingfaster-whisper / whisper-baseintel-n150fleurs-nl
wer: 0.4088 ratioram_mb: 460.02 MBcpu_pct: 356.96 %real_time_factor: 1.56 ratioupdate_frequency: 1.23 Hzpartial_stability: 0.6194 ratiofirst_final_latency: 5279.50 msend_of_speech_latency: 2610.53 msfirst_partial_latency: 2205.27 msstreaming_responsiveness: 0.3775 index
2026-08-03T16:48:02Z
details
Profile
whisper-base-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-pt-streamingfaster-whisper / whisper-baseintel-n150fleurs-pt
wer: 0.1803 ratioram_mb: 447.63 MBcpu_pct: 356.92 %real_time_factor: 1.51 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.7030 ratiofirst_final_latency: 5129.23 msend_of_speech_latency: 2836.28 msfirst_partial_latency: 2282.50 msstreaming_responsiveness: 0.3647 index
2026-08-03T16:57:40Z
details
Profile
whisper-base-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
vosk-medium-de-streamingvosk / vosk-model-de-0.21intel-n150fleurs-de
wer: 0.1100 ratioram_mb: 4954.83 MBcpu_pct: 80.61 %real_time_factor: 0.2508 ratioupdate_frequency: 1.08 Hzpartial_stability: 0.9275 ratiofirst_final_latency: 8543.50 msend_of_speech_latency: 1328.29 msfirst_partial_latency: 1509.94 msstreaming_responsiveness: 0.6272 index
2026-08-03T17:00:55Z
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-0.22intel-n150librispeech-en
wer: 0.0925 ratioram_mb: 7092.78 MBcpu_pct: 82.81 %real_time_factor: 0.3898 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.9239 ratiofirst_final_latency: 9425.17 msend_of_speech_latency: 1767.46 msfirst_partial_latency: 1677.99 msstreaming_responsiveness: 0.6227 index
2026-08-03T17:04:29Z
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-0.42intel-n150fleurs-es
wer: 0.0313 ratioram_mb: 4111.21 MBcpu_pct: 84.10 %real_time_factor: 0.3335 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.9782 ratiofirst_final_latency: 10476.47 msend_of_speech_latency: 2055.27 msfirst_partial_latency: 1987.87 msstreaming_responsiveness: 0.5623 index
2026-08-03T17:07:45Z
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-0.22intel-n150fleurs-fr
wer: 0.0865 ratioram_mb: 3624.34 MBcpu_pct: 81.69 %real_time_factor: 0.2612 ratioupdate_frequency: 1.24 Hzpartial_stability: 0.9195 ratiofirst_final_latency: 9240.96 msend_of_speech_latency: 1938.10 msfirst_partial_latency: 1574.50 msstreaming_responsiveness: 0.7360 index
2026-08-03T17:10:24Z
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-0.6intel-n150fleurs-nl
wer: 0.1898 ratioram_mb: 1866.43 MBcpu_pct: 77.81 %real_time_factor: 0.0856 ratioupdate_frequency: 1.25 Hzpartial_stability: 0.9360 ratiofirst_final_latency: 7076.73 msend_of_speech_latency: 998.83 msfirst_partial_latency: 1104.77 msstreaming_responsiveness: 0.8845 index
2026-08-03T17:11:33Z
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_2113intel-n150fleurs-pt
wer: 0.0792 ratioram_mb: 2656.12 MBcpu_pct: 73.55 %real_time_factor: 0.0515 ratioupdate_frequency: 1.12 Hzpartial_stability: 0.9300 ratiofirst_final_latency: 11445.55 msend_of_speech_latency: 929.22 msfirst_partial_latency: 1304.33 msstreaming_responsiveness: 0.7554 index
2026-08-03T17:13:16Z
details
Profile
vosk-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
whispercpp-base-de-streamingwhisper-cpp / whisper-baseintel-n150fleurs-de
wer: 0.2520 ratioram_mb: 366.53 MBcpu_pct: 397.69 %real_time_factor: 4.30 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.7980 ratiofirst_final_latency: 8952.62 msend_of_speech_latency: 6477.11 msfirst_partial_latency: 5973.87 msstreaming_responsiveness: 0.1650 index
2026-08-03T17:37:08Z
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.enintel-n150librispeech-en
wer: 0.1403 ratioram_mb: 366.26 MBcpu_pct: 398.91 %real_time_factor: 4.05 ratioupdate_frequency: 1.02 Hzpartial_stability: 0.8893 ratiofirst_final_latency: 7001.83 msend_of_speech_latency: 4125.53 msfirst_partial_latency: 4704.41 msstreaming_responsiveness: 0.1929 index
2026-08-03T17:56:47Z
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-baseintel-n150fleurs-es
wer: 0.1054 ratioram_mb: 365.46 MBcpu_pct: 397.88 %real_time_factor: 4.26 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8860 ratiofirst_final_latency: 8267.53 msend_of_speech_latency: 5151.55 msfirst_partial_latency: 4826.76 msstreaming_responsiveness: 0.1874 index
2026-08-03T18:20:55Z
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-baseintel-n150fleurs-fr
wer: 0.3754 ratioram_mb: 365.13 MBcpu_pct: 398.07 %real_time_factor: 4.39 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7079 ratiofirst_final_latency: 8012.76 msend_of_speech_latency: 5323.74 msfirst_partial_latency: 5103.22 msstreaming_responsiveness: 0.1577 index
2026-08-03T18:42:25Z
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-baseintel-n150fleurs-nl
wer: 0.5109 ratioram_mb: 364.34 MBcpu_pct: 398.13 %real_time_factor: 4.46 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.6314 ratiofirst_final_latency: 7794.70 msend_of_speech_latency: 5063.24 msfirst_partial_latency: 4826.74 msstreaming_responsiveness: 0.1527 index
2026-08-03T19:00:14Z
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-baseintel-n150fleurs-pt
wer: 0.1393 ratioram_mb: 365.52 MBcpu_pct: 397.93 %real_time_factor: 4.27 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.8091 ratiofirst_final_latency: 8426.81 msend_of_speech_latency: 4929.45 msfirst_partial_latency: 4778.36 msstreaming_responsiveness: 0.1790 index
2026-08-03T19:27:18Z
details
Profile
whispercpp-base-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whisper-tiny-de-streamingfaster-whisper / whisper-tinyintel-n150fleurs-de
wer: 1.04 ratioram_mb: 385.87 MBcpu_pct: 339.67 %real_time_factor: 0.7892 ratioupdate_frequency: 1.30 Hzpartial_stability: 0.8559 ratiofirst_final_latency: 4124.77 msend_of_speech_latency: 2948.39 msfirst_partial_latency: 1636.85 msstreaming_responsiveness: 0.7099 index
2026-08-03T14:39:19Z
details
Profile
whisper-tiny-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
whisper-tiny-en-streamingfaster-whisper / whisper-tinyintel-n150librispeech-en
wer: 0.1642 ratioram_mb: 372.88 MBcpu_pct: 340.29 %real_time_factor: 0.9589 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.7515 ratiofirst_final_latency: 4451.22 msend_of_speech_latency: 1341.65 msfirst_partial_latency: 1545.43 msstreaming_responsiveness: 0.5009 index
2026-08-03T14:44:02Z
details
Profile
whisper-tiny-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-tiny-es-streamingfaster-whisper / whisper-tinyintel-n150fleurs-es
wer: 0.1567 ratioram_mb: 349.98 MBcpu_pct: 340.94 %real_time_factor: 0.7825 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.8657 ratiofirst_final_latency: 4339.48 msend_of_speech_latency: 2146.91 msfirst_partial_latency: 1772.37 msstreaming_responsiveness: 0.5584 index
2026-08-03T14:48:32Z
details
Profile
whisper-tiny-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-tiny-fr-streamingfaster-whisper / whisper-tinyintel-n150fleurs-fr
wer: 0.6804 ratioram_mb: 372.27 MBcpu_pct: 338.01 %real_time_factor: 0.9425 ratioupdate_frequency: 1.22 Hzpartial_stability: 0.6051 ratiofirst_final_latency: 4220.27 msend_of_speech_latency: 2098.62 msfirst_partial_latency: 2065.34 msstreaming_responsiveness: 0.4197 index
2026-08-03T14:53:13Z
details
Profile
whisper-tiny-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-tiny-nl-streamingfaster-whisper / whisper-tinyintel-n150fleurs-nl
wer: 0.5693 ratioram_mb: 377.91 MBcpu_pct: 338.87 %real_time_factor: 0.9145 ratioupdate_frequency: 1.26 Hzpartial_stability: 0.5407 ratiofirst_final_latency: 5286.04 msend_of_speech_latency: 1879.77 msfirst_partial_latency: 1444.72 msstreaming_responsiveness: 0.4882 index
2026-08-03T14:56:56Z
details
Profile
whisper-tiny-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-tiny-pt-streamingfaster-whisper / whisper-tinyintel-n150fleurs-pt
wer: 0.2131 ratioram_mb: 367.80 MBcpu_pct: 339.89 %real_time_factor: 0.8544 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.7805 ratiofirst_final_latency: 4422.01 msend_of_speech_latency: 2032.11 msfirst_partial_latency: 1584.50 msstreaming_responsiveness: 0.5993 index
2026-08-03T15:02:25Z
details
Profile
whisper-tiny-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
vosk-small-de-streamingvosk / vosk-model-small-de-0.15intel-n150fleurs-de
wer: 0.1740 ratioram_mb: 299.63 MBcpu_pct: 103.74 %real_time_factor: 0.0829 ratioupdate_frequency: 1.26 Hzpartial_stability: 0.9837 ratiofirst_final_latency: 7951.83 msend_of_speech_latency: 2338.14 msfirst_partial_latency: 969.76 msstreaming_responsiveness: 1.42 index
2026-08-03T15:02:58Z
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-0.15intel-n150librispeech-en
wer: 0.1522 ratioram_mb: 282.03 MBcpu_pct: 104.15 %real_time_factor: 0.1500 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.9907 ratiofirst_final_latency: 7626.20 msend_of_speech_latency: 463.42 msfirst_partial_latency: 1581.83 msstreaming_responsiveness: 0.6476 index
2026-08-03T15:03:46Z
details
Profile
vosk-small-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000

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

* profile default

176–200 of 730
← PrevPage 8 of 30Next →