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)
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-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
whisper-tiny-fr-streamingfaster-whisper / whisper-tinyapple-m1-profleurs-fr
wer: 0.9120 ratioram_mb: 735.71 MBcpu_pct: 450.54 %real_time_factor: 0.2538 ratioupdate_frequency: 1.22 Hzpartial_stability: 0.6184 ratiofirst_final_latency: 4050.74 msend_of_speech_latency: 1515.29 msfirst_partial_latency: 1207.58 msstreaming_responsiveness: 0.6679 index
2026-08-03T13:54:16Z
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-tinyapple-m1-profleurs-nl
wer: 0.5584 ratioram_mb: 473.35 MBcpu_pct: 439.94 %real_time_factor: 0.2168 ratioupdate_frequency: 1.25 Hzpartial_stability: 0.5374 ratiofirst_final_latency: 4147.80 msend_of_speech_latency: 1178.97 msfirst_partial_latency: 873.19 msstreaming_responsiveness: 0.8192 index
2026-08-03T13:55:10Z
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-tinyapple-m1-profleurs-pt
wer: 0.2541 ratioram_mb: 459.60 MBcpu_pct: 436.92 %real_time_factor: 0.1739 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.8008 ratiofirst_final_latency: 4086.66 msend_of_speech_latency: 1303.16 msfirst_partial_latency: 961.21 msstreaming_responsiveness: 1.01 index
2026-08-03T13:56:18Z
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-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-nl-streamingvosk / vosk-model-nl-spraakherkenning-0.6apple-m1-profleurs-nl
wer: 0.1989 ratioram_mb: 2045.56 MBcpu_pct: 77.66 %real_time_factor: 0.0290 ratioupdate_frequency: 1.25 Hzpartial_stability: 0.9411 ratiofirst_final_latency: 7023.15 msend_of_speech_latency: 950.59 msfirst_partial_latency: 1050.34 msstreaming_responsiveness: 0.9375 index
2026-08-03T14:01:10Z
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_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-de-streamingvosk / vosk-model-small-de-0.15apple-m1-profleurs-de
wer: 0.1740 ratioram_mb: 305.09 MBcpu_pct: 100.91 %real_time_factor: 0.0482 ratioupdate_frequency: 1.27 Hzpartial_stability: 0.9843 ratiofirst_final_latency: 7924.61 msend_of_speech_latency: 2311.45 msfirst_partial_latency: 929.27 msstreaming_responsiveness: 1.51 index
2026-08-03T14:02:18Z
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-0.15apple-m1-prolibrispeech-en
wer: 0.1522 ratioram_mb: 310.47 MBcpu_pct: 100.18 %real_time_factor: 0.0981 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.9907 ratiofirst_final_latency: 7594.47 msend_of_speech_latency: 433.11 msfirst_partial_latency: 1522.14 msstreaming_responsiveness: 0.6742 index
2026-08-03T14:02:50Z
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-0.42apple-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
vosk-small-fr-streamingvosk / vosk-model-small-fr-0.22apple-m1-profleurs-fr
wer: 0.2067 ratioram_mb: 336.44 MBcpu_pct: 101.88 %real_time_factor: 0.1756 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.9571 ratiofirst_final_latency: 8193.52 msend_of_speech_latency: 1255.99 msfirst_partial_latency: 1393.82 msstreaming_responsiveness: 0.7694 index
2026-08-03T14:04:00Z
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-0.22apple-m1-profleurs-nl
wer: 0.3595 ratioram_mb: 341.05 MBcpu_pct: 102.52 %real_time_factor: 0.2581 ratioupdate_frequency: 1.35 Hzpartial_stability: 0.9062 ratiofirst_final_latency: 6232.81 msend_of_speech_latency: 1033.00 msfirst_partial_latency: 1610.32 msstreaming_responsiveness: 0.6814 index
2026-08-03T14:05:04Z
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-0.3apple-m1-profleurs-pt
wer: 0.1557 ratioram_mb: 302.18 MBcpu_pct: 102.42 %real_time_factor: 0.1224 ratioupdate_frequency: 1.15 Hzpartial_stability: 0.9656 ratiofirst_final_latency: 11435.48 msend_of_speech_latency: 1268.18 msfirst_partial_latency: 1792.45 msstreaming_responsiveness: 0.6206 index
2026-08-03T14:05:53Z
details
Profile
vosk-small-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
whispercpp-base-de-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-de
wer: 0.2480 ratioram_mb: 404.45 MBcpu_pct: 38.42 %real_time_factor: 0.1220 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8078 ratiofirst_final_latency: 5140.87 msend_of_speech_latency: 2263.73 msfirst_partial_latency: 1185.43 msstreaming_responsiveness: 0.7673 index
2026-08-03T14:06:35Z
details
Profile
whispercpp-base-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-en-streamingwhisper-cpp / whisper-base.enmetalapple-m1-prolibrispeech-en
wer: 0.1403 ratioram_mb: 405.40 MBcpu_pct: 29.61 %real_time_factor: 0.0876 ratioupdate_frequency: 1.02 Hzpartial_stability: 0.8893 ratiofirst_final_latency: 3299.51 msend_of_speech_latency: 423.69 msfirst_partial_latency: 1005.05 msstreaming_responsiveness: 0.8561 index
2026-08-03T14:07:01Z
details
Profile
whispercpp-base-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-es-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-es
wer: 0.1083 ratioram_mb: 407.05 MBcpu_pct: 36.66 %real_time_factor: 0.1200 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8856 ratiofirst_final_latency: 4460.69 msend_of_speech_latency: 1291.80 msfirst_partial_latency: 980.18 msstreaming_responsiveness: 0.8790 index
2026-08-03T14:07:43Z
details
Profile
whispercpp-base-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-fr-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-fr
wer: 0.3900 ratioram_mb: 404.63 MBcpu_pct: 34.86 %real_time_factor: 0.1355 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7183 ratiofirst_final_latency: 4192.35 msend_of_speech_latency: 1371.34 msfirst_partial_latency: 1080.37 msstreaming_responsiveness: 0.7430 index
2026-08-03T14:08:24Z
details
Profile
whispercpp-base-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-nl-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-nl
wer: 0.5328 ratioram_mb: 403.41 MBcpu_pct: 37.60 %real_time_factor: 0.1497 ratioupdate_frequency: 1.14 Hzpartial_stability: 0.6407 ratiofirst_final_latency: 3919.92 msend_of_speech_latency: 994.67 msfirst_partial_latency: 903.18 msstreaming_responsiveness: 0.8073 index
2026-08-03T14:09:01Z
details
Profile
whispercpp-base-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-pt-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-pt
wer: 0.1749 ratioram_mb: 404.93 MBcpu_pct: 35.54 %real_time_factor: 0.1253 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.8295 ratiofirst_final_latency: 4252.79 msend_of_speech_latency: 1189.76 msfirst_partial_latency: 1036.11 msstreaming_responsiveness: 0.8140 index
2026-08-03T14:09:50Z
details
Profile
whispercpp-base-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
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-en-streamingwhisper-cpp / whisper-large-v3metalapple-m1-prolibrispeech-en
wer: 0.1015 ratioram_mb: 4067.60 MBcpu_pct: 9.35 %real_time_factor: 1.10 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8533 ratiofirst_final_latency: 4379.59 msend_of_speech_latency: 1191.96 msfirst_partial_latency: 1761.02 msstreaming_responsiveness: 0.4676 index
2026-08-03T14:21:20Z
details
Profile
whispercpp-large-v3-en-streaming@1.0.0
Pack
librispeech-en@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

26–50 of 168
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