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.

This is every verified result, filterable and sortable. Looking for a single best recommendation for your constraints instead? Try the homepage →

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-medium-fr-streamingfaster-whisper / whisper-mediumapple-m1-profleurs-fr
wer: 0.2258 ratioram_mb: 2197.65 MBcpu_pct: 446.91 %real_time_factor: 2.56 ratioupdate_frequency: 1.11 Hzpartial_stability: 0.7835 ratiofirst_final_latency: 5627.37 msend_of_speech_latency: 3693.71 msfirst_partial_latency: 3086.03 msstreaming_responsiveness: 0.2887 index
2026-08-03T12:52:28Z
details
Profile
whisper-medium-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-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-fr-streamingfaster-whisper / whisper-smallapple-m1-profleurs-fr
wer: 0.3695 ratioram_mb: 1031.22 MBcpu_pct: 395.70 %real_time_factor: 1.11 ratioupdate_frequency: 1.20 Hzpartial_stability: 0.7961 ratiofirst_final_latency: 3939.77 msend_of_speech_latency: 2373.39 msfirst_partial_latency: 1828.57 msstreaming_responsiveness: 0.5334 index
2026-08-03T13:38:52Z
details
Profile
whisper-small-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-small-nl-streamingfaster-whisper / whisper-smallapple-m1-profleurs-nl
wer: 0.2299 ratioram_mb: 1033.13 MBcpu_pct: 394.39 %real_time_factor: 1.20 ratioupdate_frequency: 1.20 Hzpartial_stability: 0.6573 ratiofirst_final_latency: 4754.83 msend_of_speech_latency: 2315.04 msfirst_partial_latency: 1808.79 msstreaming_responsiveness: 0.4824 index
2026-08-03T13:43:41Z
details
Profile
whisper-small-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-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-de-streamingfaster-whisper / whisper-tinyapple-m1-profleurs-de
wer: 0.3560 ratioram_mb: 513.30 MBcpu_pct: 433.59 %real_time_factor: 0.1561 ratioupdate_frequency: 1.29 Hzpartial_stability: 0.7931 ratiofirst_final_latency: 3387.89 msend_of_speech_latency: 2327.97 msfirst_partial_latency: 1021.68 msstreaming_responsiveness: 1.07 index
2026-08-03T13:50:57Z
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-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

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

* profile default

226–250 of 730
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