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)
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-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
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
whisper-base-nl-batchfaster-whisper / whisper-basecustomcommon-voice-nl
cer: 0.1639 ratiower: 0.3909 ratioram_mb: 546.76 MBcpu_pct: 394.30 %real_time_factor: 0.0617 ratio
2026-07-29T19:28:46Z
details
Profile
whisper-base-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-nl-batchfaster-whisper / whisper-basecustomcommon-voice-nl-elderly
cer: 0.0683 ratiower: 0.2243 ratioram_mb: 466.87 MBcpu_pct: 382.13 %real_time_factor: 0.2074 ratio
2026-07-29T12:22:10Z
details
Profile
whisper-base-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3customcommon-voice-nl
cer: 0.0440 ratiower: 0.0939 ratioram_mb: 4571.28 MBcpu_pct: 391.57 %real_time_factor: 3.63 ratio
2026-07-29T12:48:40Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3customcommon-voice-nl-elderly
cer: 0.0030 ratiower: 0.0132 ratioram_mb: 4773.50 MBcpu_pct: 392.15 %real_time_factor: 2.90 ratio
2026-07-29T13:15:26Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcustomcommon-voice-nl
cer: 0.0671 ratiower: 0.1788 ratioram_mb: 2607.52 MBcpu_pct: 391.51 %real_time_factor: 1.99 ratio
2026-07-29T13:30:00Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcustomcommon-voice-nl-elderly
cer: 0.0125 ratiower: 0.0449 ratioram_mb: 2587.29 MBcpu_pct: 392.44 %real_time_factor: 1.60 ratio
2026-07-29T13:44:42Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-nl-batchfaster-whisper / whisper-smallcustomcommon-voice-nl
cer: 0.0922 ratiower: 0.2455 ratioram_mb: 1067.98 MBcpu_pct: 391.42 %real_time_factor: 0.7105 ratio
2026-07-29T13:49:52Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
common-voice-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true

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

* profile default

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