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)
BatchBatch results only — streaming uses different metrics and never appears here.
AnyBatchStreamingConcurrency

Sorted by most recently submitted · 25 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-tiny-es-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-es
cer: 0.0516 ratiower: 0.1652 ratioram_mb: 231.95 MBcpu_pct: 430.77 %temperature_c: 56.69 °Creal_time_factor: 0.0277 ratio
2026-08-01T14:39:52Z
details
Profile
whispercpp-tiny-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-fr-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-fr
cer: 0.1524 ratiower: 0.4399 ratioram_mb: 233.48 MBcpu_pct: 441.07 %temperature_c: 55.56 °Creal_time_factor: 0.0323 ratio
2026-08-01T14:40:03Z
details
Profile
whispercpp-tiny-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-nl-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-nl
cer: 0.2201 ratiower: 0.5620 ratioram_mb: 254.65 MBcpu_pct: 425.73 %temperature_c: 55.81 °Creal_time_factor: 0.0413 ratio
2026-08-01T14:40:14Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-pt-batchwhisper-cpp / whisper-tinyamd-epyc-9135fleurs-pt
cer: 0.0413 ratiower: 0.1448 ratioram_mb: 234.28 MBcpu_pct: 427.87 %temperature_c: 56.50 °Creal_time_factor: 0.0244 ratio
2026-08-01T14:40:24Z
details
Profile
whispercpp-tiny-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
threads
4
vosk-medium-de-batchvosk / vosk-model-de-0.21customfleurs-de
cer: 0.0317 ratiower: 0.1140 ratioram_mb: 4872.99 MBcpu_pct: 72.67 %temperature_c: 55.31 °Creal_time_factor: 0.1078 ratio
2026-08-01T13:42:57Z
details
Profile
vosk-medium-de-batch@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
vosk-medium-en-batchvosk / vosk-model-en-us-0.22customlibrispeech-en
cer: 0.0387 ratiower: 0.0910 ratioram_mb: 6673.10 MBcpu_pct: 84.53 %temperature_c: 55.19 °Creal_time_factor: 0.1635 ratio
2026-08-01T13:44:37Z
details
Profile
vosk-medium-en-batch@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
vosk-medium-es-batchvosk / vosk-model-es-0.42customfleurs-es
cer: 0.0099 ratiower: 0.0313 ratioram_mb: 4185.06 MBcpu_pct: 85.33 %temperature_c: 56.75 °Creal_time_factor: 0.1426 ratio
2026-08-01T13:46:19Z
details
Profile
vosk-medium-es-batch@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
vosk-medium-fr-batchvosk / vosk-model-fr-0.22customfleurs-fr
cer: 0.0332 ratiower: 0.0865 ratioram_mb: 3584.68 MBcpu_pct: 81.79 %temperature_c: 56.63 °Creal_time_factor: 0.1176 ratio
2026-08-01T13:47:45Z
details
Profile
vosk-medium-fr-batch@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
vosk-medium-nl-batchvosk / vosk-model-nl-spraakherkenning-0.6customfleurs-nl
cer: 0.0830 ratiower: 0.1934 ratioram_mb: 1866.60 MBcpu_pct: 79.45 %temperature_c: 54.44 °Creal_time_factor: 0.0482 ratio
2026-08-01T13:48:22Z
details
Profile
vosk-medium-nl-batch@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
vosk-medium-pt-batchvosk / vosk-model-pt-fb-v0.1.1-20220516_2113customfleurs-pt
cer: 0.0300 ratiower: 0.0738 ratioram_mb: 2655.95 MBcpu_pct: 75.22 %temperature_c: 53.94 °Creal_time_factor: 0.0265 ratio
2026-08-01T13:49:23Z
details
Profile
vosk-medium-pt-batch@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
vosk-small-de-batchvosk / vosk-model-small-de-0.15customfleurs-de
cer: 0.0447 ratiower: 0.1740 ratioram_mb: 303.94 MBcpu_pct: 105.52 %temperature_c: 54.81 °Creal_time_factor: 0.0463 ratio
2026-08-01T13:49:43Z
details
Profile
vosk-small-de-batch@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
vosk-small-en-batchvosk / vosk-model-small-en-us-0.15customlibrispeech-en
cer: 0.0655 ratiower: 0.1522 ratioram_mb: 280.79 MBcpu_pct: 100.88 %temperature_c: 54.75 °Creal_time_factor: 0.0846 ratio
2026-08-01T13:50:12Z
details
Profile
vosk-small-en-batch@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
vosk-small-es-batchvosk / vosk-model-small-es-0.42customfleurs-es
cer: 0.0256 ratiower: 0.0812 ratioram_mb: 221.99 MBcpu_pct: 106.31 %temperature_c: 55.31 °Creal_time_factor: 0.0404 ratio
2026-08-01T13:50:29Z
details
Profile
vosk-small-es-batch@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
vosk-small-fr-batchvosk / vosk-model-small-fr-0.22customfleurs-fr
cer: 0.0712 ratiower: 0.2067 ratioram_mb: 316.96 MBcpu_pct: 101.85 %temperature_c: 54.88 °Creal_time_factor: 0.1664 ratio
2026-08-01T13:51:23Z
details
Profile
vosk-small-fr-batch@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
vosk-small-nl-batchvosk / vosk-model-small-nl-0.22customfleurs-nl
cer: 0.1939 ratiower: 0.3595 ratioram_mb: 337.22 MBcpu_pct: 100.92 %temperature_c: 54.31 °Creal_time_factor: 0.2536 ratio
2026-08-01T13:52:27Z
details
Profile
vosk-small-nl-batch@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
vosk-small-pt-batchvosk / vosk-model-small-pt-0.3customfleurs-pt
cer: 0.0613 ratiower: 0.1557 ratioram_mb: 280.51 MBcpu_pct: 101.54 %temperature_c: 54.81 °Creal_time_factor: 0.1286 ratio
2026-08-01T13:53:20Z
details
Profile
vosk-small-pt-batch@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
whisper-base-nl-batchfaster-whisper / whisper-basecudanvidia-rtx-4090common-voice-nl
cer: 0.1741 ratiower: 0.4000 ratioram_mb: 873.35 MBcpu_pct: 1427.05 %temperature_c: 49 °Creal_time_factor: 0.0301 ratio
2026-07-31T12:31:48Z
details
Profile
whisper-base-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-nl-batchfaster-whisper / whisper-basecudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0644 ratiower: 0.2216 ratioram_mb: 860.05 MBcpu_pct: 1524.98 %temperature_c: 50.50 °Creal_time_factor: 0.0260 ratio
2026-07-31T12:32:30Z
details
Profile
whisper-base-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-4090common-voice-nl
cer: 0.0512 ratiower: 0.1121 ratioram_mb: 3422.53 MBcpu_pct: 761.44 %temperature_c: 49.50 °Creal_time_factor: 0.0642 ratio
2026-07-31T12:33:32Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0073 ratiower: 0.0264 ratioram_mb: 3448.98 MBcpu_pct: 754.01 %temperature_c: 49.50 °Creal_time_factor: 0.0532 ratio
2026-07-31T12:34:35Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcudanvidia-rtx-4090common-voice-nl
cer: 0.0686 ratiower: 0.1879 ratioram_mb: 1958.74 MBcpu_pct: 786.81 %temperature_c: 49.50 °Creal_time_factor: 0.0548 ratio
2026-07-31T12:35:17Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0116 ratiower: 0.0422 ratioram_mb: 1894.50 MBcpu_pct: 875.91 %temperature_c: 50.50 °Creal_time_factor: 0.0453 ratio
2026-07-31T12:36:00Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-nl-batchfaster-whisper / whisper-smallcudanvidia-rtx-4090common-voice-nl
cer: 0.0763 ratiower: 0.2182 ratioram_mb: 1060.16 MBcpu_pct: 1102.41 %temperature_c: 52 °Creal_time_factor: 0.0388 ratio
2026-07-31T12:36:24Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-nl-batchfaster-whisper / whisper-smallcudanvidia-rtx-4090common-voice-nl-elderly
cer: 0.0284 ratiower: 0.1108 ratioram_mb: 1049.66 MBcpu_pct: 1219.30 %temperature_c: 51.50 °Creal_time_factor: 0.0327 ratio
2026-07-31T12:36:49Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-nl-batchfaster-whisper / whisper-tinycudanvidia-rtx-4090common-voice-nl
cer: 0.2698 ratiower: 0.5758 ratioram_mb: 702.93 MBcpu_pct: 1495.73 %temperature_c: 53 °Creal_time_factor: 0.0261 ratio
2026-07-31T12:37:04Z
details
Profile
whisper-tiny-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true

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

* profile default

51–75 of 394
← PrevPage 3 of 16Next →