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 · 21 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
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-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-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
whisper-medium-pt-streamingfaster-whisper / whisper-mediumapple-m1-profleurs-pt
wer: 0.0546 ratioram_mb: 2032.38 MBcpu_pct: 443.35 %real_time_factor: 2.31 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.8845 ratiofirst_final_latency: 5324.05 msend_of_speech_latency: 3458.03 msfirst_partial_latency: 3106.05 msstreaming_responsiveness: 0.3291 index
2026-08-03T13:17:58Z
details
Profile
whisper-medium-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-small-es-streamingfaster-whisper / whisper-smallapple-m1-profleurs-es
wer: 0.0855 ratioram_mb: 1049.96 MBcpu_pct: 396.22 %real_time_factor: 0.9936 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.8551 ratiofirst_final_latency: 4891.06 msend_of_speech_latency: 2421.57 msfirst_partial_latency: 2079.36 msstreaming_responsiveness: 0.4925 index
2026-08-03T13:33:23Z
details
Profile
whisper-small-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
vosk-medium-en-streamingvosk / vosk-model-en-us-0.22apple-m1-prolibrispeech-en
wer: 0.0925 ratioram_mb: 6915.98 MBcpu_pct: 103.03 %real_time_factor: 0.0565 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.9260 ratiofirst_final_latency: 8225.73 msend_of_speech_latency: 562.49 msfirst_partial_latency: 1482.37 msstreaming_responsiveness: 0.7067 index
2026-08-03T13:58:15Z
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-0.42apple-m1-profleurs-es
wer: 0.0313 ratioram_mb: 4547.58 MBcpu_pct: 78.49 %real_time_factor: 0.0449 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.9782 ratiofirst_final_latency: 9810.26 msend_of_speech_latency: 1407.94 msfirst_partial_latency: 1749.34 msstreaming_responsiveness: 0.6388 index
2026-08-03T13:59:23Z
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-0.22apple-m1-profleurs-fr
wer: 0.0968 ratioram_mb: 3373.75 MBcpu_pct: 77.18 %real_time_factor: 0.0444 ratioupdate_frequency: 1.24 Hzpartial_stability: 0.9189 ratiofirst_final_latency: 8404.44 msend_of_speech_latency: 1320.48 msfirst_partial_latency: 1479.30 msstreaming_responsiveness: 0.7947 index
2026-08-03T14:00:33Z
details
Profile
vosk-medium-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-medium-pt-streamingvosk / vosk-model-pt-fb-v0.1.1-20220516_2113apple-m1-profleurs-pt
wer: 0.0792 ratioram_mb: 2672.83 MBcpu_pct: 75.16 %real_time_factor: 0.0171 ratioupdate_frequency: 1.12 Hzpartial_stability: 0.9291 ratiofirst_final_latency: 11406.51 msend_of_speech_latency: 892.52 msfirst_partial_latency: 1269.14 msstreaming_responsiveness: 0.7710 index
2026-08-03T14:01:59Z
details
Profile
vosk-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
vosk-small-es-streamingvosk / vosk-model-small-es-0.42apple-m1-profleurs-es
wer: 0.0812 ratioram_mb: 239.60 MBcpu_pct: 101.88 %real_time_factor: 0.0361 ratioupdate_frequency: 1.20 Hzpartial_stability: 0.9860 ratiofirst_final_latency: 9635.22 msend_of_speech_latency: 1312.63 msfirst_partial_latency: 1005.97 msstreaming_responsiveness: 1.33 index
2026-08-03T14:03:05Z
details
Profile
vosk-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
whispercpp-large-v3-de-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-de
wer: 0.0720 ratioram_mb: 4074.72 MBcpu_pct: 8.89 %real_time_factor: 1.06 ratioupdate_frequency: 0.9578 Hzpartial_stability: 0.8632 ratiofirst_final_latency: 5443.45 msend_of_speech_latency: 2701.40 msfirst_partial_latency: 1713.80 msstreaming_responsiveness: 0.4530 index
2026-08-03T14:15:52Z
details
Profile
whispercpp-large-v3-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-es-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-es
wer: 0.0399 ratioram_mb: 4063.33 MBcpu_pct: 8.20 %real_time_factor: 1.07 ratioupdate_frequency: 0.9534 Hzpartial_stability: 0.9450 ratiofirst_final_latency: 5233.96 msend_of_speech_latency: 2160.05 msfirst_partial_latency: 1734.84 msstreaming_responsiveness: 0.5007 index
2026-08-03T14:27:31Z
details
Profile
whispercpp-large-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-fr-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-fr
wer: 0.0704 ratioram_mb: 4064.90 MBcpu_pct: 9.44 %real_time_factor: 1.12 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.8612 ratiofirst_final_latency: 4992.39 msend_of_speech_latency: 1877.41 msfirst_partial_latency: 1703.40 msstreaming_responsiveness: 0.4817 index
2026-08-03T14:33:07Z
details
Profile
whispercpp-large-v3-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-nl-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-nl
wer: 0.0985 ratioram_mb: 4065.51 MBcpu_pct: 9.66 %real_time_factor: 1.13 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8591 ratiofirst_final_latency: 4726.40 msend_of_speech_latency: 1804.48 msfirst_partial_latency: 1678.25 msstreaming_responsiveness: 0.5207 index
2026-08-03T14:37:46Z
details
Profile
whispercpp-large-v3-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-pt-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-pt
wer: 0.0792 ratioram_mb: 4009.50 MBcpu_pct: 9.26 %real_time_factor: 1.11 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8740 ratiofirst_final_latency: 4257.48 msend_of_speech_latency: 2071.59 msfirst_partial_latency: 1602.57 msstreaming_responsiveness: 0.5565 index
2026-08-03T14:44:58Z
details
Profile
whispercpp-large-v3-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-de-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-de
wer: 0.0640 ratioram_mb: 2228.53 MBcpu_pct: 14.81 %real_time_factor: 0.7309 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.8466 ratiofirst_final_latency: 5170.98 msend_of_speech_latency: 2339.54 msfirst_partial_latency: 2049.79 msstreaming_responsiveness: 0.5012 index
2026-08-03T14:49:06Z
details
Profile
whispercpp-medium-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-es-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-es
wer: 0.0570 ratioram_mb: 2227.63 MBcpu_pct: 14.95 %real_time_factor: 0.7302 ratioupdate_frequency: 0.9686 Hzpartial_stability: 0.8806 ratiofirst_final_latency: 4882.64 msend_of_speech_latency: 1361.95 msfirst_partial_latency: 1373.69 msstreaming_responsiveness: 0.5930 index
2026-08-03T14:56:23Z
details
Profile
whispercpp-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-pt-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-pt
wer: 0.0574 ratioram_mb: 2228.35 MBcpu_pct: 12.49 %real_time_factor: 0.6280 ratioupdate_frequency: 0.9966 Hzpartial_stability: 0.8776 ratiofirst_final_latency: 4379.89 msend_of_speech_latency: 1622.26 msfirst_partial_latency: 1644.79 msstreaming_responsiveness: 0.5670 index
2026-08-03T15:07:22Z
details
Profile
whispercpp-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-small-es-streamingwhisper-cpp / whisper-smallmetalapple-m1-profleurs-es
wer: 0.0883 ratioram_mb: 888.32 MBcpu_pct: 19.66 %real_time_factor: 0.2380 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.9030 ratiofirst_final_latency: 4564.12 msend_of_speech_latency: 1407.30 msfirst_partial_latency: 1165.19 msstreaming_responsiveness: 0.7540 index
2026-08-03T15:11:17Z
details
Profile
whispercpp-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4

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

* profile default