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.

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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-large-v3-de-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-de
wer: 0.0720 ratioram_mb: 4074.72 MBcpu_pct: 8.89 %real_time_factor: 1.06 ratioupdate_frequency: 0.9578 Hzpartial_stability: 0.8632 ratiofirst_final_latency: 5443.45 msend_of_speech_latency: 2701.40 msfirst_partial_latency: 1713.80 msstreaming_responsiveness: 0.4530 index
2026-08-03T14:15:52Z
details
Profile
whispercpp-large-v3-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
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-fr-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-fr
wer: 0.0704 ratioram_mb: 4064.90 MBcpu_pct: 9.44 %real_time_factor: 1.12 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.8612 ratiofirst_final_latency: 4992.39 msend_of_speech_latency: 1877.41 msfirst_partial_latency: 1703.40 msstreaming_responsiveness: 0.4817 index
2026-08-03T14:33:07Z
details
Profile
whispercpp-large-v3-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-nl-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-nl
wer: 0.0985 ratioram_mb: 4065.51 MBcpu_pct: 9.66 %real_time_factor: 1.13 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8591 ratiofirst_final_latency: 4726.40 msend_of_speech_latency: 1804.48 msfirst_partial_latency: 1678.25 msstreaming_responsiveness: 0.5207 index
2026-08-03T14:37:46Z
details
Profile
whispercpp-large-v3-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-pt-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-pt
wer: 0.0792 ratioram_mb: 4009.50 MBcpu_pct: 9.26 %real_time_factor: 1.11 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8740 ratiofirst_final_latency: 4257.48 msend_of_speech_latency: 2071.59 msfirst_partial_latency: 1602.57 msstreaming_responsiveness: 0.5565 index
2026-08-03T14:44:58Z
details
Profile
whispercpp-large-v3-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-de-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-de
wer: 0.0640 ratioram_mb: 2228.53 MBcpu_pct: 14.81 %real_time_factor: 0.7309 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.8466 ratiofirst_final_latency: 5170.98 msend_of_speech_latency: 2339.54 msfirst_partial_latency: 2049.79 msstreaming_responsiveness: 0.5012 index
2026-08-03T14:49:06Z
details
Profile
whispercpp-medium-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-es-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-es
wer: 0.0570 ratioram_mb: 2227.63 MBcpu_pct: 14.95 %real_time_factor: 0.7302 ratioupdate_frequency: 0.9686 Hzpartial_stability: 0.8806 ratiofirst_final_latency: 4882.64 msend_of_speech_latency: 1361.95 msfirst_partial_latency: 1373.69 msstreaming_responsiveness: 0.5930 index
2026-08-03T14:56:23Z
details
Profile
whispercpp-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-pt-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-pt
wer: 0.0574 ratioram_mb: 2228.35 MBcpu_pct: 12.49 %real_time_factor: 0.6280 ratioupdate_frequency: 0.9966 Hzpartial_stability: 0.8776 ratiofirst_final_latency: 4379.89 msend_of_speech_latency: 1622.26 msfirst_partial_latency: 1644.79 msstreaming_responsiveness: 0.5670 index
2026-08-03T15:07:22Z
details
Profile
whispercpp-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-small-es-streamingwhisper-cpp / whisper-smallmetalapple-m1-profleurs-es
wer: 0.0883 ratioram_mb: 888.32 MBcpu_pct: 19.66 %real_time_factor: 0.2380 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.9030 ratiofirst_final_latency: 4564.12 msend_of_speech_latency: 1407.30 msfirst_partial_latency: 1165.19 msstreaming_responsiveness: 0.7540 index
2026-08-03T15:11:17Z
details
Profile
whispercpp-small-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-medium-nl-batchwhisper-cpp / whisper-mediummetalapple-m1-profleurs-nl
cer: 0.0223 ratiower: 0.0620 ratioram_mb: 1914.33 MBcpu_pct: 22.03 %real_time_factor: 0.0989 ratio
2026-07-29T18:00:04Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@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
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

Constant across this view: chunk_ms 1000 · threads 4

* profile default