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 · 10 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3551.69 MBcpu_pct: 17.87 %real_time_factor: 0.1825 ratio
2026-07-29T18:11:14Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediummetalapple-m1-procommon-voice-nl
cer: 0.0676 ratiower: 0.1758 ratioram_mb: 2220.63 MBcpu_pct: 16.74 %real_time_factor: 0.1154 ratio
2026-07-29T18:12:08Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediummetalapple-m1-procommon-voice-nl-elderly
cer: 0.0082 ratiower: 0.0290 ratioram_mb: 2213.95 MBcpu_pct: 16.71 %real_time_factor: 0.0932 ratio
2026-07-29T18:13:04Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediummetalapple-m1-profleurs-nl
cer: 0.0223 ratiower: 0.0620 ratioram_mb: 1915.59 MBcpu_pct: 20.72 %real_time_factor: 0.1014 ratio
2026-07-29T18:13:33Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-small-nl-batchwhisper-cpp / whisper-smallmetalapple-m1-procommon-voice-nl
cer: 0.1004 ratiower: 0.2576 ratioram_mb: 888.13 MBcpu_pct: 25.34 %real_time_factor: 0.0463 ratio
2026-07-29T18:13:56Z
details
Profile
whispercpp-small-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-small-nl-batchwhisper-cpp / whisper-smallmetalapple-m1-procommon-voice-nl-elderly
cer: 0.0305 ratiower: 0.1055 ratioram_mb: 882.55 MBcpu_pct: 25.03 %real_time_factor: 0.0363 ratio
2026-07-29T18:14:18Z
details
Profile
whispercpp-small-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-small-nl-batchwhisper-cpp / whisper-smallmetalapple-m1-profleurs-nl
cer: 0.0685 ratiower: 0.2044 ratioram_mb: 770.89 MBcpu_pct: 28.61 %real_time_factor: 0.0422 ratio
2026-07-29T18:14:31Z
details
Profile
whispercpp-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-tiny-nl-batchwhisper-cpp / whisper-tinymetalapple-m1-procommon-voice-nl
cer: 0.3067 ratiower: 0.6333 ratioram_mb: 302.33 MBcpu_pct: 64.90 %real_time_factor: 0.0163 ratio
2026-07-29T18:14:41Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-tiny-nl-batchwhisper-cpp / whisper-tinymetalapple-m1-procommon-voice-nl-elderly
cer: 0.1555 ratiower: 0.3984 ratioram_mb: 305.67 MBcpu_pct: 57.30 %real_time_factor: 0.0112 ratio
2026-07-29T18:14:49Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-tiny-nl-batchwhisper-cpp / whisper-tinymetalapple-m1-profleurs-nl
cer: 0.2245 ratiower: 0.5511 ratioram_mb: 289.42 MBcpu_pct: 55.80 %real_time_factor: 0.0146 ratio
2026-07-29T18:14:54Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
threads
4

Constant across this view: threads 4

* profile default

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