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)
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
whisper-tiny-nl-batchfaster-whisper / whisper-tinycustomfleurs-nl
cer: 0.1833 ratiower: 0.4781 ratioram_mb: 333.96 MBcpu_pct: 400.76 %temperature_c: 71.85 °Creal_time_factor: 0.2602 ratio
2026-07-30T18:45:07Z
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-base-nl-batchfaster-whisper / whisper-baserockchip-rk3588fleurs-nl
cer: 0.1047 ratiower: 0.3212 ratioram_mb: 438.75 MBcpu_pct: 410.45 %temperature_c: 62.85 °Creal_time_factor: 0.2486 ratio
2026-07-30T13:56:19Z
details
Profile
whisper-base-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-large-v3-nl-batchfaster-whisper / whisper-large-v3rockchip-rk3588fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3755.61 MBcpu_pct: 362.66 %temperature_c: 80.38 °Creal_time_factor: 3.59 ratio
2026-07-30T14:14:49Z
details
Profile
whisper-large-v3-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-medium-nl-batchfaster-whisper / whisper-mediumrockchip-rk3588fleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 2218.02 MBcpu_pct: 377.53 %temperature_c: 81.31 °Creal_time_factor: 1.96 ratio
2026-07-30T14:24:41Z
details
Profile
whisper-medium-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-small-nl-batchfaster-whisper / whisper-smallrockchip-rk3588fleurs-nl
cer: 0.0468 ratiower: 0.1642 ratioram_mb: 949.75 MBcpu_pct: 395.50 %temperature_c: 79.92 °Creal_time_factor: 0.7092 ratio
2026-07-30T14:28:13Z
details
Profile
whisper-small-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-tinyrockchip-rk3588fleurs-nl
cer: 0.1833 ratiower: 0.4781 ratioram_mb: 341.79 MBcpu_pct: 391.36 %temperature_c: 75.77 °Creal_time_factor: 0.1615 ratio
2026-07-30T14:28:59Z
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-base-nl-batchfaster-whisper / whisper-baserockchip-rk3588fleurs-nl
cer: 0.1047 ratiower: 0.3212 ratioram_mb: 451.71 MBcpu_pct: 463.94 %temperature_c: 71.15 °Creal_time_factor: 0.2521 ratio
2026-07-30T14:32:56Z
details
Profile
whisper-base-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-large-v3-nl-batchfaster-whisper / whisper-large-v3rockchip-rk3588fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3825.51 MBcpu_pct: 434.82 %temperature_c: 82.23 °Creal_time_factor: 3.59 ratio
2026-07-30T14:47:34Z
details
Profile
whisper-large-v3-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-medium-nl-batchfaster-whisper / whisper-mediumrockchip-rk3588fleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 1946.45 MBcpu_pct: 446.79 %temperature_c: 83.61 °Creal_time_factor: 1.97 ratio
2026-07-30T14:55:37Z
details
Profile
whisper-medium-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-small-nl-batchfaster-whisper / whisper-smallrockchip-rk3588fleurs-nl
cer: 0.0468 ratiower: 0.1642 ratioram_mb: 845.95 MBcpu_pct: 457.14 %temperature_c: 82.23 °Creal_time_factor: 0.7142 ratio
2026-07-30T14:58:34Z
details
Profile
whisper-small-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-tinyrockchip-rk3588fleurs-nl
cer: 0.1833 ratiower: 0.4781 ratioram_mb: 342.34 MBcpu_pct: 425.95 %temperature_c: 77.61 °Creal_time_factor: 0.1626 ratio
2026-07-30T14:59:16Z
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-base-nl-batchfaster-whisper / whisper-basequalcomm-qcs6490fleurs-nl
cer: 0.1047 ratiower: 0.3212 ratioram_mb: 496.75 MBcpu_pct: 409.61 %temperature_c: 69 °Creal_time_factor: 0.3474 ratio
2026-07-30T12:48:09Z
details
Profile
whisper-base-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-large-v3-nl-batchfaster-whisper / whisper-large-v3qualcomm-qcs6490fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3646.74 MBcpu_pct: 366.18 %temperature_c: 92.10 °Creal_time_factor: 4.70 ratio
2026-07-30T13:12:26Z
details
Profile
whisper-large-v3-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-medium-nl-batchfaster-whisper / whisper-mediumqualcomm-qcs6490fleurs-nl
cer: 0.0167 ratiower: 0.0474 ratioram_mb: 2365.41 MBcpu_pct: 379.02 %temperature_c: 92.50 °Creal_time_factor: 2.86 ratio
2026-07-30T13:26:01Z
details
Profile
whisper-medium-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-small-nl-batchfaster-whisper / whisper-smallqualcomm-qcs6490fleurs-nl
cer: 0.0468 ratiower: 0.1642 ratioram_mb: 913.71 MBcpu_pct: 393.44 %temperature_c: 92.85 °Creal_time_factor: 1.09 ratio
2026-07-30T13:31:02Z
details
Profile
whisper-small-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-tinyqualcomm-qcs6490fleurs-nl
cer: 0.1833 ratiower: 0.4781 ratioram_mb: 359.15 MBcpu_pct: 391.68 %temperature_c: 89.75 °Creal_time_factor: 0.2328 ratio
2026-07-30T13:32:04Z
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-base-nl-batchfaster-whisper / whisper-baseintel-core-i7-1370pfleurs-nl
cer: 0.0925 ratiower: 0.2920 ratioram_mb: 571.57 MBcpu_pct: 518.79 %real_time_factor: 0.1105 ratio
2026-07-30T06:38:17Z
details
Profile
whisper-base-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-large-v3-nl-batchfaster-whisper / whisper-large-v3intel-core-i7-1370pfleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 5373.01 MBcpu_pct: 341.37 %real_time_factor: 1.13 ratio
2026-07-30T06:44:33Z
details
Profile
whisper-large-v3-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-medium-nl-batchfaster-whisper / whisper-mediumintel-core-i7-1370pfleurs-nl
cer: 0.0184 ratiower: 0.0547 ratioram_mb: 3072.78 MBcpu_pct: 362.20 %real_time_factor: 0.6948 ratio
2026-07-30T06:48:10Z
details
Profile
whisper-medium-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-small-nl-batchfaster-whisper / whisper-smallintel-core-i7-1370pfleurs-nl
cer: 0.0490 ratiower: 0.1715 ratioram_mb: 1144.99 MBcpu_pct: 416.53 %real_time_factor: 0.2491 ratio
2026-07-30T06:49:28Z
details
Profile
whisper-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
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: 348.79 MBcpu_pct: 100.83 %real_time_factor: 0.3265 ratio
2026-07-30T06:50:53Z
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: 341.79 MBcpu_pct: 275.76 %real_time_factor: 0.1685 ratio
2026-07-30T06:52:13Z
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: 3520.56 MBcpu_pct: 351.13 %real_time_factor: 4.33 ratio
2026-07-30T07:12:33Z
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: 1876.94 MBcpu_pct: 315.77 %real_time_factor: 2.21 ratio
2026-07-30T07:24:49Z
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: 736.68 MBcpu_pct: 342.59 %real_time_factor: 0.7727 ratio
2026-07-30T07:28:38Z
details
Profile
whispercpp-small-nl-batch@1.1.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
threads
4

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

* profile default

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