GOESB

GOESB — Global Open Edge Speech Benchmark · pronounced “goose-bee”

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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
whispercpp-medium-de-streamingwhisper-cpp / whisper-mediumamd-ryzen-7-5700xfleurs-de
wer: 0.2040 ratioram_mb: 2149.05 MBcpu_pct: 390.01 %real_time_factor: 7.86 ratioupdate_frequency: 0.9650 Hzpartial_stability: 0.8592 ratiofirst_final_latency: 11272.19 msend_of_speech_latency: 8964.12 msfirst_partial_latency: 10371.24 msstreaming_responsiveness: 0.0941 index
2026-08-03T21:11:34Z
details
Profile
whispercpp-medium-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-en-streamingwhisper-cpp / whisper-medium.enamd-ryzen-7-5700xlibrispeech-en
wer: 0.1104 ratioram_mb: 2148.87 MBcpu_pct: 379.45 %real_time_factor: 7.60 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8848 ratiofirst_final_latency: 9849.37 msend_of_speech_latency: 7226.41 msfirst_partial_latency: 7612.71 msstreaming_responsiveness: 0.1225 index
2026-08-03T21:50:36Z
details
Profile
whispercpp-medium-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whisper-base-de-streamingfaster-whisper / whisper-basecudanvidia-rtx-4060-ti-16gbfleurs-de
wer: 0.1760 ratioram_mb: 792.03 MBcpu_pct: 1180.53 %real_time_factor: 0.0687 ratioupdate_frequency: 1.33 Hzpartial_stability: 0.8083 ratiofirst_final_latency: 3715.51 msend_of_speech_latency: 2476.05 msfirst_partial_latency: 1028.61 msstreaming_responsiveness: 1.06 index
2026-08-03T10:42:34Z
details
Profile
whisper-base-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-en-streamingfaster-whisper / whisper-basecudanvidia-rtx-4060-ti-16gblibrispeech-en
wer: 0.1254 ratioram_mb: 770.65 MBcpu_pct: 1331.58 %real_time_factor: 0.0796 ratioupdate_frequency: 1.09 Hzpartial_stability: 0.8334 ratiofirst_final_latency: 3501.64 msend_of_speech_latency: 696.54 msfirst_partial_latency: 825.40 msstreaming_responsiveness: 1.04 index
2026-08-03T10:43:03Z
details
Profile
whisper-base-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-es-streamingfaster-whisper / whisper-basecudanvidia-rtx-4060-ti-16gbfleurs-es
wer: 0.1282 ratioram_mb: 774.35 MBcpu_pct: 1234.56 %real_time_factor: 0.0810 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.7659 ratiofirst_final_latency: 3739.12 msend_of_speech_latency: 1499.18 msfirst_partial_latency: 1182.56 msstreaming_responsiveness: 0.7489 index
2026-08-03T10:43:51Z
details
Profile
whisper-base-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-fr-streamingfaster-whisper / whisper-basecudanvidia-rtx-4060-ti-16gbfleurs-fr
wer: 0.4633 ratioram_mb: 759.37 MBcpu_pct: 1119.88 %real_time_factor: 0.0915 ratioupdate_frequency: 1.22 Hzpartial_stability: 0.6392 ratiofirst_final_latency: 3456.56 msend_of_speech_latency: 1426.09 msfirst_partial_latency: 1061.01 msstreaming_responsiveness: 0.7424 index
2026-08-03T10:44:28Z
details
Profile
whisper-base-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-nl-streamingfaster-whisper / whisper-basecudanvidia-rtx-4060-ti-16gbfleurs-nl
wer: 0.3504 ratioram_mb: 775.83 MBcpu_pct: 1076.00 %real_time_factor: 0.1032 ratioupdate_frequency: 1.24 Hzpartial_stability: 0.5498 ratiofirst_final_latency: 3778.78 msend_of_speech_latency: 1148.04 msfirst_partial_latency: 890.19 msstreaming_responsiveness: 0.9098 index
2026-08-03T10:45:00Z
details
Profile
whisper-base-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-base-pt-streamingfaster-whisper / whisper-basecudanvidia-rtx-4060-ti-16gbfleurs-pt
wer: 0.2541 ratioram_mb: 774.98 MBcpu_pct: 1257.24 %real_time_factor: 0.0867 ratioupdate_frequency: 1.16 Hzpartial_stability: 0.7131 ratiofirst_final_latency: 3682.94 msend_of_speech_latency: 1447.39 msfirst_partial_latency: 1022.92 msstreaming_responsiveness: 0.8450 index
2026-08-03T10:45:46Z
details
Profile
whisper-base-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-large-v3-de-streamingfaster-whisper / whisper-large-v3cudanvidia-rtx-4060-ti-16gbfleurs-de
wer: 0.1160 ratioram_mb: 3673.01 MBcpu_pct: 377.09 %real_time_factor: 0.3290 ratioupdate_frequency: 1.22 Hzpartial_stability: 0.7815 ratiofirst_final_latency: 3168.54 msend_of_speech_latency: 2857.09 msfirst_partial_latency: 1189.32 msstreaming_responsiveness: 0.8212 index
2026-08-03T10:48:18Z
details
Profile
whisper-large-v3-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-large-v3-en-streamingfaster-whisper / whisper-large-v3cudanvidia-rtx-4060-ti-16gblibrispeech-en
wer: 0.0866 ratioram_mb: 3572.93 MBcpu_pct: 457.30 %real_time_factor: 0.3541 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8987 ratiofirst_final_latency: 3556.53 msend_of_speech_latency: 1061.46 msfirst_partial_latency: 1094.18 msstreaming_responsiveness: 0.8623 index
2026-08-03T10:50:17Z
details
Profile
whisper-large-v3-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-large-v3-es-streamingfaster-whisper / whisper-large-v3cudanvidia-rtx-4060-ti-16gbfleurs-es
wer: 0.0370 ratioram_mb: 3501.00 MBcpu_pct: 447.50 %real_time_factor: 0.3283 ratioupdate_frequency: 1.13 Hzpartial_stability: 0.9001 ratiofirst_final_latency: 3780.74 msend_of_speech_latency: 1848.36 msfirst_partial_latency: 1349.71 msstreaming_responsiveness: 0.7182 index
2026-08-03T10:52:24Z
details
Profile
whisper-large-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-large-v3-fr-streamingfaster-whisper / whisper-large-v3cudanvidia-rtx-4060-ti-16gbfleurs-fr
wer: 0.2141 ratioram_mb: 3561.51 MBcpu_pct: 401.42 %real_time_factor: 0.3794 ratioupdate_frequency: 1.16 Hzpartial_stability: 0.7799 ratiofirst_final_latency: 3120.69 msend_of_speech_latency: 1806.77 msfirst_partial_latency: 1177.00 msstreaming_responsiveness: 0.7410 index
2026-08-03T10:54:30Z
details
Profile
whisper-large-v3-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-streamingfaster-whisper / whisper-large-v3cudanvidia-rtx-4060-ti-16gbfleurs-nl
wer: 0.1642 ratioram_mb: 3516.56 MBcpu_pct: 414.63 %real_time_factor: 0.3756 ratioupdate_frequency: 1.19 Hzpartial_stability: 0.8167 ratiofirst_final_latency: 3743.19 msend_of_speech_latency: 1502.90 msfirst_partial_latency: 1109.62 msstreaming_responsiveness: 0.9475 index
2026-08-03T10:56:16Z
details
Profile
whisper-large-v3-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-large-v3-pt-streamingfaster-whisper / whisper-large-v3cudanvidia-rtx-4060-ti-16gbfleurs-pt
wer: 0.1175 ratioram_mb: 3531.16 MBcpu_pct: 449.76 %real_time_factor: 0.3465 ratioupdate_frequency: 1.08 Hzpartial_stability: 0.8971 ratiofirst_final_latency: 3161.77 msend_of_speech_latency: 1841.02 msfirst_partial_latency: 1104.21 msstreaming_responsiveness: 0.9193 index
2026-08-03T10:58:43Z
details
Profile
whisper-large-v3-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-de-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gbfleurs-de
wer: 0.1280 ratioram_mb: 2142.67 MBcpu_pct: 481.73 %real_time_factor: 0.2222 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.8512 ratiofirst_final_latency: 3274.76 msend_of_speech_latency: 2567.51 msfirst_partial_latency: 1270.97 msstreaming_responsiveness: 0.8774 index
2026-08-03T11:00:21Z
details
Profile
whisper-medium-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-en-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gblibrispeech-en
wer: 0.0955 ratioram_mb: 2053.25 MBcpu_pct: 585.24 %real_time_factor: 0.2482 ratioupdate_frequency: 1.07 Hzpartial_stability: 0.8069 ratiofirst_final_latency: 3105.23 msend_of_speech_latency: 691.09 msfirst_partial_latency: 1229.23 msstreaming_responsiveness: 0.8548 index
2026-08-03T11:01:42Z
details
Profile
whisper-medium-en-streaming@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-es-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gbfleurs-es
wer: 0.0399 ratioram_mb: 2043.70 MBcpu_pct: 549.97 %real_time_factor: 0.2501 ratioupdate_frequency: 1.11 Hzpartial_stability: 0.7879 ratiofirst_final_latency: 3779.96 msend_of_speech_latency: 1488.35 msfirst_partial_latency: 1428.97 msstreaming_responsiveness: 0.6587 index
2026-08-03T11:03:16Z
details
Profile
whisper-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-fr-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gbfleurs-fr
wer: 0.2639 ratioram_mb: 2050.31 MBcpu_pct: 522.43 %real_time_factor: 0.2508 ratioupdate_frequency: 1.13 Hzpartial_stability: 0.7514 ratiofirst_final_latency: 3387.88 msend_of_speech_latency: 1495.71 msfirst_partial_latency: 1188.54 msstreaming_responsiveness: 0.7311 index
2026-08-03T11:04:38Z
details
Profile
whisper-medium-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-nl-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gbfleurs-nl
wer: 0.1314 ratioram_mb: 1957.09 MBcpu_pct: 520.75 %real_time_factor: 0.2580 ratioupdate_frequency: 1.13 Hzpartial_stability: 0.7064 ratiofirst_final_latency: 3815.64 msend_of_speech_latency: 1197.32 msfirst_partial_latency: 1229.06 msstreaming_responsiveness: 0.7065 index
2026-08-03T11:05:49Z
details
Profile
whisper-medium-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-pt-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gbfleurs-pt
wer: 0.0710 ratioram_mb: 2022.85 MBcpu_pct: 572.82 %real_time_factor: 0.2533 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7785 ratiofirst_final_latency: 3303.27 msend_of_speech_latency: 1456.78 msfirst_partial_latency: 1258.09 msstreaming_responsiveness: 0.7741 index
2026-08-03T11:07:34Z
details
Profile
whisper-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-small-de-streamingfaster-whisper / whisper-smallcudanvidia-rtx-4060-ti-16gbfleurs-de
wer: 0.0880 ratioram_mb: 1123.94 MBcpu_pct: 884.98 %real_time_factor: 0.1087 ratioupdate_frequency: 1.21 Hzpartial_stability: 0.8653 ratiofirst_final_latency: 3054.25 msend_of_speech_latency: 2561.38 msfirst_partial_latency: 1029.70 msstreaming_responsiveness: 1.09 index
2026-08-03T11:08:21Z
details
Profile
whisper-small-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-small-en-streamingfaster-whisper / whisper-smallcudanvidia-rtx-4060-ti-16gblibrispeech-en
wer: 0.1284 ratioram_mb: 988.37 MBcpu_pct: 1003.73 %real_time_factor: 0.1324 ratioupdate_frequency: 1.07 Hzpartial_stability: 0.8947 ratiofirst_final_latency: 2961.21 msend_of_speech_latency: 755.83 msfirst_partial_latency: 919.92 msstreaming_responsiveness: 1.06 index
2026-08-03T11:09:04Z
details
Profile
whisper-small-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-small-es-streamingfaster-whisper / whisper-smallcudanvidia-rtx-4060-ti-16gbfleurs-es
wer: 0.0912 ratioram_mb: 986.97 MBcpu_pct: 1004.53 %real_time_factor: 0.1161 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.8779 ratiofirst_final_latency: 3718.84 msend_of_speech_latency: 1557.77 msfirst_partial_latency: 1284.20 msstreaming_responsiveness: 0.8197 index
2026-08-03T11:09:48Z
details
Profile
whisper-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-small-fr-streamingfaster-whisper / whisper-smallcudanvidia-rtx-4060-ti-16gbfleurs-fr
wer: 0.3578 ratioram_mb: 986.67 MBcpu_pct: 870.28 %real_time_factor: 0.1318 ratioupdate_frequency: 1.18 Hzpartial_stability: 0.7930 ratiofirst_final_latency: 3063.80 msend_of_speech_latency: 1463.68 msfirst_partial_latency: 1016.79 msstreaming_responsiveness: 1.04 index
2026-08-03T11:10:32Z
details
Profile
whisper-small-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-small-nl-streamingfaster-whisper / whisper-smallcudanvidia-rtx-4060-ti-16gbfleurs-nl
wer: 0.2518 ratioram_mb: 987.35 MBcpu_pct: 840.33 %real_time_factor: 0.1416 ratioupdate_frequency: 1.19 Hzpartial_stability: 0.7042 ratiofirst_final_latency: 3736.34 msend_of_speech_latency: 1185.27 msfirst_partial_latency: 959.26 msstreaming_responsiveness: 0.9841 index
2026-08-03T11:11:11Z
details
Profile
whisper-small-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
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

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