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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-tiny-en-streamingwhisper-cpp / whisper-tiny.enmetalapple-m1-prolibrispeech-en
wer: 0.1522 ratioram_mb: 303.29 MBcpu_pct: 42.24 %real_time_factor: 0.0588 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8716 ratiofirst_final_latency: 3120.55 msend_of_speech_latency: 436.61 msfirst_partial_latency: 897.50 msstreaming_responsiveness: 0.8867 index
2026-08-03T15:16:17Z
details
Profile
whispercpp-tiny-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
whispercpp-tiny-es-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-es
wer: 0.2336 ratioram_mb: 303.17 MBcpu_pct: 48.70 %real_time_factor: 0.0794 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8391 ratiofirst_final_latency: 4503.03 msend_of_speech_latency: 1276.07 msfirst_partial_latency: 895.69 msstreaming_responsiveness: 1.06 index
2026-08-03T15:16:45Z
details
Profile
whispercpp-tiny-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-tiny-fr-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-fr
wer: 0.5836 ratioram_mb: 303.83 MBcpu_pct: 52.56 %real_time_factor: 0.0978 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.6572 ratiofirst_final_latency: 4519.86 msend_of_speech_latency: 998.14 msfirst_partial_latency: 852.20 msstreaming_responsiveness: 0.6977 index
2026-08-03T15:17:15Z
details
Profile
whispercpp-tiny-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-tiny-nl-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-nl
wer: 0.6679 ratioram_mb: 306.97 MBcpu_pct: 57.50 %real_time_factor: 0.1031 ratioupdate_frequency: 1.16 Hzpartial_stability: 0.6170 ratiofirst_final_latency: 4195.81 msend_of_speech_latency: 921.43 msfirst_partial_latency: 845.99 msstreaming_responsiveness: 0.8358 index
2026-08-03T15:17:40Z
details
Profile
whispercpp-tiny-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-tiny-pt-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-pt
wer: 0.2951 ratioram_mb: 313.28 MBcpu_pct: 57.05 %real_time_factor: 0.1043 ratioupdate_frequency: 1.07 Hzpartial_stability: 0.8262 ratiofirst_final_latency: 4312.57 msend_of_speech_latency: 1270.45 msfirst_partial_latency: 944.50 msstreaming_responsiveness: 0.8474 index
2026-08-03T15:18:21Z
details
Profile
whispercpp-tiny-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-nl-batchwhisper-cpp / whisper-basemetalapple-m1-procommon-voice-nl
cer: 0.2099 ratiower: 0.4667 ratioram_mb: 413.95 MBcpu_pct: 45.78 %real_time_factor: 0.0206 ratio
2026-07-29T17:53:20Z
details
Profile
whispercpp-base-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-base-nl-batchwhisper-cpp / whisper-basemetalapple-m1-procommon-voice-nl-elderly
cer: 0.0820 ratiower: 0.2427 ratioram_mb: 406.52 MBcpu_pct: 42.49 %real_time_factor: 0.0161 ratio
2026-07-29T17:53:30Z
details
Profile
whispercpp-base-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-base-nl-batchwhisper-cpp / whisper-basemetalapple-m1-profleurs-nl
cer: 0.1382 ratiower: 0.4197 ratioram_mb: 362.59 MBcpu_pct: 43.93 %real_time_factor: 0.0195 ratio
2026-07-29T17:53:36Z
details
Profile
whispercpp-base-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
cer: 0.0399 ratiower: 0.1091 ratioram_mb: 3167.84 MBcpu_pct: 13.65 %real_time_factor: 0.2094 ratio
2026-07-29T17:55:14Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
common-voice-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: 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
cer: 0.0676 ratiower: 0.1758 ratioram_mb: 2219.54 MBcpu_pct: 15.66 %real_time_factor: 0.1137 ratio
2026-07-29T17:58:41Z
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: 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-small-nl-batchwhisper-cpp / whisper-smallmetalapple-m1-procommon-voice-nl
cer: 0.1004 ratiower: 0.2576 ratioram_mb: 882.63 MBcpu_pct: 25.96 %real_time_factor: 0.0455 ratio
2026-07-29T18:00:26Z
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: 884.45 MBcpu_pct: 24.49 %real_time_factor: 0.0369 ratio
2026-07-29T18:00:49Z
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: 770.38 MBcpu_pct: 27.79 %real_time_factor: 0.0428 ratio
2026-07-29T18:01:02Z
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: 300.05 MBcpu_pct: 63.07 %real_time_factor: 0.0163 ratio
2026-07-29T18:01:10Z
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: 294.41 MBcpu_pct: 55.88 %real_time_factor: 0.0113 ratio
2026-07-29T18:01:19Z
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: 296.51 MBcpu_pct: 54.95 %real_time_factor: 0.0146 ratio
2026-07-29T18:01:23Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-base-nl-batchwhisper-cpp / whisper-basemetalapple-m1-procommon-voice-nl
cer: 0.2099 ratiower: 0.4667 ratioram_mb: 417.75 MBcpu_pct: 46.94 %real_time_factor: 0.0209 ratio
2026-07-29T18:06:48Z
details
Profile
whispercpp-base-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-base-nl-batchwhisper-cpp / whisper-basemetalapple-m1-procommon-voice-nl-elderly
cer: 0.0820 ratiower: 0.2427 ratioram_mb: 413.57 MBcpu_pct: 44.11 %real_time_factor: 0.0161 ratio
2026-07-29T18:06:58Z
details
Profile
whispercpp-base-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
metal
threads
4
whispercpp-base-nl-batchwhisper-cpp / whisper-basemetalapple-m1-profleurs-nl
cer: 0.1382 ratiower: 0.4197 ratioram_mb: 363.46 MBcpu_pct: 45.84 %real_time_factor: 0.0197 ratio
2026-07-29T18:07:04Z
details
Profile
whispercpp-base-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
cer: 0.0399 ratiower: 0.1091 ratioram_mb: 4065.48 MBcpu_pct: 13.45 %real_time_factor: 0.2080 ratio
2026-07-29T18:08:41Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
common-voice-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

Constant across this view: chunk_ms 1000 · threads 4

* profile default

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