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
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-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-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
whisper-medium-nl-streamingfaster-whisper / whisper-mediumapple-m1-profleurs-nl
wer: 0.1314 ratioram_mb: 2265.98 MBcpu_pct: 446.32 %real_time_factor: 2.68 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.6885 ratiofirst_final_latency: 5792.13 msend_of_speech_latency: 3579.06 msfirst_partial_latency: 2956.07 msstreaming_responsiveness: 0.2808 index
2026-08-03T13:03:16Z
details
Profile
whisper-medium-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-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-de-streamingfaster-whisper / whisper-smallapple-m1-profleurs-de
wer: 0.1120 ratioram_mb: 1030.65 MBcpu_pct: 414.01 %real_time_factor: 0.8566 ratioupdate_frequency: 1.21 Hzpartial_stability: 0.8759 ratiofirst_final_latency: 4039.81 msend_of_speech_latency: 3320.37 msfirst_partial_latency: 1730.20 msstreaming_responsiveness: 0.6633 index
2026-08-03T13:22:47Z
details
Profile
whisper-small-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-small-en-streamingfaster-whisper / whisper-smallapple-m1-prolibrispeech-en
wer: 0.1284 ratioram_mb: 1217.29 MBcpu_pct: 429.67 %real_time_factor: 1.00 ratioupdate_frequency: 1.08 Hzpartial_stability: 0.8827 ratiofirst_final_latency: 3916.35 msend_of_speech_latency: 1518.56 msfirst_partial_latency: 1555.10 msstreaming_responsiveness: 0.6197 index
2026-08-03T13:27:42Z
details
Profile
whisper-small-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-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
whisper-small-pt-streamingfaster-whisper / whisper-smallapple-m1-profleurs-pt
wer: 0.1066 ratioram_mb: 1304.29 MBcpu_pct: 430.40 %real_time_factor: 0.9951 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7637 ratiofirst_final_latency: 4673.64 msend_of_speech_latency: 2301.85 msfirst_partial_latency: 1939.29 msstreaming_responsiveness: 0.4601 index
2026-08-03T13:50:02Z
details
Profile
whisper-small-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-tiny-en-streamingfaster-whisper / whisper-tinyapple-m1-prolibrispeech-en
wer: 0.1493 ratioram_mb: 712.11 MBcpu_pct: 443.88 %real_time_factor: 0.2123 ratioupdate_frequency: 1.08 Hzpartial_stability: 0.7483 ratiofirst_final_latency: 3671.75 msend_of_speech_latency: 667.69 msfirst_partial_latency: 924.47 msstreaming_responsiveness: 0.8478 index
2026-08-03T13:52:00Z
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-tinyapple-m1-profleurs-es
wer: 0.1396 ratioram_mb: 432.87 MBcpu_pct: 436.45 %real_time_factor: 0.1665 ratioupdate_frequency: 1.19 Hzpartial_stability: 0.8240 ratiofirst_final_latency: 3535.18 msend_of_speech_latency: 1501.12 msfirst_partial_latency: 1223.31 msstreaming_responsiveness: 0.7956 index
2026-08-03T13:52:59Z
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
vosk-medium-de-streamingvosk / vosk-model-de-0.21apple-m1-profleurs-de
wer: 0.1120 ratioram_mb: 4551.51 MBcpu_pct: 80.12 %real_time_factor: 0.0538 ratioupdate_frequency: 1.09 Hzpartial_stability: 0.9281 ratiofirst_final_latency: 8066.85 msend_of_speech_latency: 947.02 msfirst_partial_latency: 1349.86 msstreaming_responsiveness: 0.7021 index
2026-08-03T13:57:46Z
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-0.22apple-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

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

* profile default

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