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-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
whisper-base-de-streamingfaster-whisper / whisper-baseapple-m1-profleurs-de
wer: 0.2080 ratioram_mb: 585.65 MBcpu_pct: 440.45 %real_time_factor: 0.2618 ratioupdate_frequency: 1.32 Hzpartial_stability: 0.8279 ratiofirst_final_latency: 3470.36 msend_of_speech_latency: 2679.44 msfirst_partial_latency: 1195.93 msstreaming_responsiveness: 0.9552 index
2026-08-03T09:38:45Z
details
Profile
whisper-base-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-base-en-streamingfaster-whisper / whisper-baseapple-m1-prolibrispeech-en
wer: 0.1164 ratioram_mb: 549.77 MBcpu_pct: 446.70 %real_time_factor: 0.3106 ratioupdate_frequency: 1.09 Hzpartial_stability: 0.8634 ratiofirst_final_latency: 3436.96 msend_of_speech_latency: 910.33 msfirst_partial_latency: 989.35 msstreaming_responsiveness: 0.9064 index
2026-08-03T09:40:17Z
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-baseapple-m1-profleurs-es
wer: 0.1026 ratioram_mb: 550.21 MBcpu_pct: 449.28 %real_time_factor: 0.2841 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.8647 ratiofirst_final_latency: 3548.74 msend_of_speech_latency: 1686.61 msfirst_partial_latency: 1354.00 msstreaming_responsiveness: 0.7426 index
2026-08-03T09:41:56Z
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-baseapple-m1-profleurs-fr
wer: 0.4516 ratioram_mb: 755.92 MBcpu_pct: 453.63 %real_time_factor: 0.3590 ratioupdate_frequency: 1.21 Hzpartial_stability: 0.6949 ratiofirst_final_latency: 3650.71 msend_of_speech_latency: 1681.24 msfirst_partial_latency: 1411.13 msstreaming_responsiveness: 0.6655 index
2026-08-03T09:43:43Z
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-baseapple-m1-profleurs-nl
wer: 0.3796 ratioram_mb: 729.84 MBcpu_pct: 452.48 %real_time_factor: 0.3586 ratioupdate_frequency: 1.20 Hzpartial_stability: 0.6697 ratiofirst_final_latency: 4489.54 msend_of_speech_latency: 1398.70 msfirst_partial_latency: 1047.54 msstreaming_responsiveness: 0.8808 index
2026-08-03T09:45:11Z
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-baseapple-m1-profleurs-pt
wer: 0.2623 ratioram_mb: 755.70 MBcpu_pct: 448.92 %real_time_factor: 0.3450 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.6381 ratiofirst_final_latency: 3965.85 msend_of_speech_latency: 1640.46 msfirst_partial_latency: 1148.71 msstreaming_responsiveness: 0.6962 index
2026-08-03T09:47:24Z
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
whisper-large-v3-de-streamingfaster-whisper / whisper-large-v3apple-m1-profleurs-de
wer: 0.1120 ratioram_mb: 3784.84 MBcpu_pct: 441.55 %real_time_factor: 3.75 ratioupdate_frequency: 1.21 Hzpartial_stability: 0.8362 ratiofirst_final_latency: 6945.58 msend_of_speech_latency: 6466.52 msfirst_partial_latency: 4627.76 msstreaming_responsiveness: 0.2206 index
2026-08-03T10:08:24Z
details
Profile
whisper-large-v3-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-large-v3-en-streamingfaster-whisper / whisper-large-v3apple-m1-prolibrispeech-en
wer: 0.0955 ratioram_mb: 3758.56 MBcpu_pct: 422.66 %real_time_factor: 4.55 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.9123 ratiofirst_final_latency: 7475.21 msend_of_speech_latency: 4842.08 msfirst_partial_latency: 4515.64 msstreaming_responsiveness: 0.2162 index
2026-08-03T10:30:36Z
details
Profile
whisper-large-v3-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-large-v3-es-streamingfaster-whisper / whisper-large-v3apple-m1-profleurs-es
wer: 0.0313 ratioram_mb: 3758.84 MBcpu_pct: 427.98 %real_time_factor: 4.16 ratioupdate_frequency: 1.12 Hzpartial_stability: 0.8860 ratiofirst_final_latency: 7733.59 msend_of_speech_latency: 5610.75 msfirst_partial_latency: 5245.80 msstreaming_responsiveness: 0.1921 index
2026-08-03T10:54:20Z
details
Profile
whisper-large-v3-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-large-v3-fr-streamingfaster-whisper / whisper-large-v3apple-m1-profleurs-fr
wer: 0.2346 ratioram_mb: 3784.17 MBcpu_pct: 440.07 %real_time_factor: 4.35 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.8011 ratiofirst_final_latency: 7194.54 msend_of_speech_latency: 5463.77 msfirst_partial_latency: 4766.44 msstreaming_responsiveness: 0.2014 index
2026-08-03T11:15:47Z
details
Profile
whisper-large-v3-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-large-v3-nl-streamingfaster-whisper / whisper-large-v3apple-m1-profleurs-nl
wer: 0.1058 ratioram_mb: 3804.23 MBcpu_pct: 440.00 %real_time_factor: 4.56 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.7511 ratiofirst_final_latency: 7787.05 msend_of_speech_latency: 5650.56 msfirst_partial_latency: 4479.12 msstreaming_responsiveness: 0.1978 index
2026-08-03T11:34:09Z
details
Profile
whisper-large-v3-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-large-v3-pt-streamingfaster-whisper / whisper-large-v3apple-m1-profleurs-pt
wer: 0.0984 ratioram_mb: 3791.09 MBcpu_pct: 434.18 %real_time_factor: 4.24 ratioupdate_frequency: 1.07 Hzpartial_stability: 0.9063 ratiofirst_final_latency: 6871.88 msend_of_speech_latency: 5483.93 msfirst_partial_latency: 4616.59 msstreaming_responsiveness: 0.2105 index
2026-08-03T12:01:08Z
details
Profile
whisper-large-v3-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
whisper-medium-de-streamingfaster-whisper / whisper-mediumapple-m1-profleurs-de
wer: 0.1240 ratioram_mb: 2213.09 MBcpu_pct: 447.88 %real_time_factor: 2.40 ratioupdate_frequency: 1.21 Hzpartial_stability: 0.7981 ratiofirst_final_latency: 6594.45 msend_of_speech_latency: 4352.84 msfirst_partial_latency: 5205.83 msstreaming_responsiveness: 0.3125 index
2026-08-03T12:14:35Z
details
Profile
whisper-medium-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-medium-en-streamingfaster-whisper / whisper-mediumapple-m1-prolibrispeech-en
wer: 0.1104 ratioram_mb: 2085.25 MBcpu_pct: 442.63 %real_time_factor: 2.52 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8729 ratiofirst_final_latency: 5352.81 msend_of_speech_latency: 2726.77 msfirst_partial_latency: 3418.36 msstreaming_responsiveness: 0.3251 index
2026-08-03T12:26:52Z
details
Profile
whisper-medium-en-streaming@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-es-streamingfaster-whisper / whisper-mediumapple-m1-profleurs-es
wer: 0.0427 ratioram_mb: 2117.15 MBcpu_pct: 444.97 %real_time_factor: 2.28 ratioupdate_frequency: 1.11 Hzpartial_stability: 0.8965 ratiofirst_final_latency: 6852.49 msend_of_speech_latency: 3473.60 msfirst_partial_latency: 3122.66 msstreaming_responsiveness: 0.3155 index
2026-08-03T12:39:51Z
details
Profile
whisper-medium-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

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

* profile default

201–225 of 282
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