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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-large-v3-es-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-es
wer: 0.0399 ratioram_mb: 4063.33 MBcpu_pct: 8.20 %real_time_factor: 1.07 ratioupdate_frequency: 0.9534 Hzpartial_stability: 0.9450 ratiofirst_final_latency: 5233.96 msend_of_speech_latency: 2160.05 msfirst_partial_latency: 1734.84 msstreaming_responsiveness: 0.5007 index
2026-08-03T14:27:31Z
details
Profile
whispercpp-large-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3metalapple-m1-procommon-voice-nl-elderly
cer: 0.0077 ratiower: 0.0237 ratioram_mb: 4003.93 MBcpu_pct: 13.69 %real_time_factor: 0.1712 ratio
2026-07-29T17:56:55Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3574.02 MBcpu_pct: 17.88 %real_time_factor: 0.1789 ratio
2026-07-29T17:57:47Z
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-elderly
cer: 0.0082 ratiower: 0.0290 ratioram_mb: 2210.99 MBcpu_pct: 16.99 %real_time_factor: 0.0921 ratio
2026-07-29T17:59:36Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3metalapple-m1-procommon-voice-nl-elderly
cer: 0.0077 ratiower: 0.0237 ratioram_mb: 3514.77 MBcpu_pct: 13.68 %real_time_factor: 0.1713 ratio
2026-07-29T18:10:22Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
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-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

Constant across this view: chunk_ms 1000 · threads 4

* profile default