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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
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
vosk-small-es-streamingvosk / vosk-model-small-es-0.42intel-n150fleurs-es
wer: 0.0812 ratioram_mb: 224.85 MBcpu_pct: 104.25 %real_time_factor: 0.0762 ratioupdate_frequency: 1.20 Hzpartial_stability: 0.9860 ratiofirst_final_latency: 9662.27 msend_of_speech_latency: 1340.02 msfirst_partial_latency: 1046.84 msstreaming_responsiveness: 1.28 index
2026-08-03T15:04:16Z
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-0.22intel-n150fleurs-fr
wer: 0.2067 ratioram_mb: 318.08 MBcpu_pct: 103.26 %real_time_factor: 0.2765 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.9574 ratiofirst_final_latency: 8237.52 msend_of_speech_latency: 1291.31 msfirst_partial_latency: 1517.29 msstreaming_responsiveness: 0.6941 index
2026-08-03T15:05:43Z
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-0.22intel-n150fleurs-nl
wer: 0.3595 ratioram_mb: 336.04 MBcpu_pct: 102.29 %real_time_factor: 0.4113 ratioupdate_frequency: 1.31 Hzpartial_stability: 0.9025 ratiofirst_final_latency: 6373.19 msend_of_speech_latency: 1083.01 msfirst_partial_latency: 1941.59 msstreaming_responsiveness: 0.5603 index
2026-08-03T15:07:26Z
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-0.3intel-n150fleurs-pt
wer: 0.1557 ratioram_mb: 281.52 MBcpu_pct: 103.39 %real_time_factor: 0.2123 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.9655 ratiofirst_final_latency: 11492.24 msend_of_speech_latency: 1325.34 msfirst_partial_latency: 1973.79 msstreaming_responsiveness: 0.5739 index
2026-08-03T15:08:51Z
details
Profile
vosk-small-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
whispercpp-tiny-de-streamingwhisper-cpp / whisper-tinyintel-n150fleurs-de
wer: 0.3680 ratioram_mb: 256.95 MBcpu_pct: 396.92 %real_time_factor: 1.83 ratioupdate_frequency: 0.9727 Hzpartial_stability: 0.8439 ratiofirst_final_latency: 6461.09 msend_of_speech_latency: 3622.21 msfirst_partial_latency: 2587.33 msstreaming_responsiveness: 0.3109 index
2026-08-03T15:19:02Z
details
Profile
whispercpp-tiny-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-tiny-en-streamingwhisper-cpp / whisper-tiny.enintel-n150librispeech-en
wer: 0.1522 ratioram_mb: 257.82 MBcpu_pct: 397.88 %real_time_factor: 1.73 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8734 ratiofirst_final_latency: 4656.54 msend_of_speech_latency: 1982.30 msfirst_partial_latency: 2447.06 msstreaming_responsiveness: 0.3595 index
2026-08-03T15:27:27Z
details
Profile
whispercpp-tiny-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
whispercpp-tiny-es-streamingwhisper-cpp / whisper-tinyintel-n150fleurs-es
wer: 0.2279 ratioram_mb: 256.56 MBcpu_pct: 396.78 %real_time_factor: 1.84 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8338 ratiofirst_final_latency: 6165.31 msend_of_speech_latency: 3114.70 msfirst_partial_latency: 2514.38 msstreaming_responsiveness: 0.3496 index
2026-08-03T15:37:52Z
details
Profile
whispercpp-tiny-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-tiny-fr-streamingwhisper-cpp / whisper-tinyintel-n150fleurs-fr
wer: 0.5777 ratioram_mb: 256.62 MBcpu_pct: 396.22 %real_time_factor: 1.93 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.6616 ratiofirst_final_latency: 6207.21 msend_of_speech_latency: 2708.65 msfirst_partial_latency: 2707.57 msstreaming_responsiveness: 0.2693 index
2026-08-03T15:47:20Z
details
Profile
whispercpp-tiny-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-tiny-nl-streamingwhisper-cpp / whisper-tinyintel-n150fleurs-nl
wer: 0.6825 ratioram_mb: 255.99 MBcpu_pct: 396.48 %real_time_factor: 2.06 ratioupdate_frequency: 1.14 Hzpartial_stability: 0.6001 ratiofirst_final_latency: 5808.59 msend_of_speech_latency: 2630.86 msfirst_partial_latency: 2476.04 msstreaming_responsiveness: 0.2770 index
2026-08-03T15:55:34Z
details
Profile
whispercpp-tiny-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-tiny-pt-streamingwhisper-cpp / whisper-tinyintel-n150fleurs-pt
wer: 0.2951 ratioram_mb: 256.89 MBcpu_pct: 396.37 %real_time_factor: 2.03 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8184 ratiofirst_final_latency: 6277.66 msend_of_speech_latency: 3629.63 msfirst_partial_latency: 2582.81 msstreaming_responsiveness: 0.3197 index
2026-08-03T16:08:26Z
details
Profile
whispercpp-tiny-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4

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

* profile default