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-tinyintel-core-i7-1370pfleurs-nl
cer: 0.2201 ratiower: 0.5620 ratioram_mb: 272.66 MBcpu_pct: 371.96 %real_time_factor: 0.1018 ratio
2026-07-30T07:29:08Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whisper-base-nl-batchfaster-whisper / whisper-basecudaintel-core-i7-1370pfleurs-nl
cer: 0.1025 ratiower: 0.3212 ratioram_mb: 671.90 MBcpu_pct: 484.38 %real_time_factor: 0.0667 ratio
2026-07-30T07:32:57Z
details
Profile
whisper-base-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudaintel-core-i7-1370pfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3460.44 MBcpu_pct: 168.21 %real_time_factor: 0.5050 ratio
2026-07-30T07:35:39Z
details
Profile
whisper-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-medium-nl-batchfaster-whisper / whisper-mediumcudaintel-core-i7-1370pfleurs-nl
cer: 0.0167 ratiower: 0.0511 ratioram_mb: 1947.26 MBcpu_pct: 195.61 %real_time_factor: 0.3296 ratio
2026-07-30T07:37:33Z
details
Profile
whisper-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-small-nl-batchfaster-whisper / whisper-smallcudaintel-core-i7-1370pfleurs-nl
cer: 0.0524 ratiower: 0.1752 ratioram_mb: 926.28 MBcpu_pct: 282.18 %real_time_factor: 0.1576 ratio
2026-07-30T07:38:22Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
vosk-small-nl-batchvosk / vosk-model-small-nl-0.22intel-core-i7-1370pfleurs-nl
cer: 0.1939 ratiower: 0.3595 ratioram_mb: 343.62 MBcpu_pct: 102.28 %real_time_factor: 0.3645 ratio
2026-07-30T07:39:55Z
details
Profile
vosk-small-nl-batch@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
whispercpp-base-nl-batchwhisper-cpp / whisper-baseintel-core-i7-1370pfleurs-nl
cer: 0.1398 ratiower: 0.4197 ratioram_mb: 325.98 MBcpu_pct: 399.70 %real_time_factor: 0.1817 ratio
2026-07-30T07:40:42Z
details
Profile
whispercpp-base-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-large-v3-nl-batchwhisper-cpp / whisper-large-v3intel-core-i7-1370pfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3500.21 MBcpu_pct: 398.80 %real_time_factor: 4.31 ratio
2026-07-30T07:58:11Z
details
Profile
whispercpp-large-v3-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-medium-nl-batchwhisper-cpp / whisper-mediumintel-core-i7-1370pfleurs-nl
cer: 0.0223 ratiower: 0.0620 ratioram_mb: 1863.42 MBcpu_pct: 399.14 %real_time_factor: 2.49 ratio
2026-07-30T08:08:20Z
details
Profile
whispercpp-medium-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-small-nl-batchwhisper-cpp / whisper-smallintel-core-i7-1370pfleurs-nl
cer: 0.0685 ratiower: 0.2044 ratioram_mb: 722.73 MBcpu_pct: 397.75 %real_time_factor: 0.6831 ratio
2026-07-30T08:11:10Z
details
Profile
whispercpp-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whispercpp-tiny-nl-batchwhisper-cpp / whisper-tinyintel-core-i7-1370pfleurs-nl
cer: 0.2201 ratiower: 0.5620 ratioram_mb: 260.87 MBcpu_pct: 401.09 %real_time_factor: 0.0920 ratio
2026-07-30T08:11:35Z
details
Profile
whispercpp-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4
whisper-tiny-nl-batchfaster-whisper / whisper-tinyintel-core-i7-1370pfleurs-nl
cer: 0.1877 ratiower: 0.4635 ratioram_mb: 416.22 MBcpu_pct: 717.17 %real_time_factor: 0.0663 ratio
2026-07-30T06:28:10Z
details
Profile
whisper-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
beam_size
5
quantization
int8
threads
4
vad
true
whisper-tiny-nl-batchfaster-whisper / whisper-tinycudaintel-core-i7-1370pfleurs-nl
cer: 0.1777 ratiower: 0.4672 ratioram_mb: 613.48 MBcpu_pct: 591.87 %real_time_factor: 0.0540 ratio
2026-07-30T06:35:01Z
details
Profile
whisper-tiny-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
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

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

* profile default

226–250 of 394
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