GOESB — Global Open Edge Speech Benchmark · pronounced “goose-bee”

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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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Sorted by most recently submitted · 25 results · click a metric below to sort by it

Profile	Runtime / Model	Hardware	Pack	Metrics	Submitted	Details
vosk-small-fr-batch	vosk / vosk-model-small-fr-0.22	custom	fleurs-fr	cer: 0.0712 ratio wer: 0.2067 ratio ram_mb: 316.96 MB cpu_pct: 101.85 %temperature_c: 54.88 °C real_time_factor: 0.1664 ratio	2026-08-01T13:51:23Z	details Profile vosk-small-fr-batch@1.0.0 Pack fleurs-fr@1.0.0 Repeats 2 Backend cpu
vosk-small-nl-batch	vosk / vosk-model-small-nl-0.22	custom	fleurs-nl	cer: 0.1939 ratio wer: 0.3595 ratio ram_mb: 337.22 MB cpu_pct: 100.92 %temperature_c: 54.31 °C real_time_factor: 0.2536 ratio	2026-08-01T13:52:27Z	details Profile vosk-small-nl-batch@1.0.0 Pack fleurs-nl@1.0.0 Repeats 2 Backend cpu
vosk-small-pt-batch	vosk / vosk-model-small-pt-0.3	custom	fleurs-pt	cer: 0.0613 ratio wer: 0.1557 ratio ram_mb: 280.51 MB cpu_pct: 101.54 %temperature_c: 54.81 °C real_time_factor: 0.1286 ratio	2026-08-01T13:53:20Z	details Profile vosk-small-pt-batch@1.0.0 Pack fleurs-pt@1.0.0 Repeats 2 Backend cpu
whisper-base-nl-batch	faster-whisper / whisper-basecuda	nvidia-rtx-4090	common-voice-nl	cer: 0.1741 ratio wer: 0.4000 ratio ram_mb: 873.35 MB cpu_pct: 1427.05 %temperature_c: 49 °C real_time_factor: 0.0301 ratio	2026-07-31T12:31:48Z	details Profile whisper-base-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-base-nl-batch	faster-whisper / whisper-basecuda	nvidia-rtx-4090	common-voice-nl-elderly	cer: 0.0644 ratio wer: 0.2216 ratio ram_mb: 860.05 MB cpu_pct: 1524.98 %temperature_c: 50.50 °C real_time_factor: 0.0260 ratio	2026-07-31T12:32:30Z	details Profile whisper-base-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-large-v3-nl-batch	faster-whisper / whisper-large-v3cuda	nvidia-rtx-4090	common-voice-nl	cer: 0.0512 ratio wer: 0.1121 ratio ram_mb: 3422.53 MB cpu_pct: 761.44 %temperature_c: 49.50 °C real_time_factor: 0.0642 ratio	2026-07-31T12:33:32Z	details Profile whisper-large-v3-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-large-v3-nl-batch	faster-whisper / whisper-large-v3cuda	nvidia-rtx-4090	common-voice-nl-elderly	cer: 0.0073 ratio wer: 0.0264 ratio ram_mb: 3448.98 MB cpu_pct: 754.01 %temperature_c: 49.50 °C real_time_factor: 0.0532 ratio	2026-07-31T12:34:35Z	details Profile whisper-large-v3-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-medium-nl-batch	faster-whisper / whisper-mediumcuda	nvidia-rtx-4090	common-voice-nl	cer: 0.0686 ratio wer: 0.1879 ratio ram_mb: 1958.74 MB cpu_pct: 786.81 %temperature_c: 49.50 °C real_time_factor: 0.0548 ratio	2026-07-31T12:35:17Z	details Profile whisper-medium-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-medium-nl-batch	faster-whisper / whisper-mediumcuda	nvidia-rtx-4090	common-voice-nl-elderly	cer: 0.0116 ratio wer: 0.0422 ratio ram_mb: 1894.50 MB cpu_pct: 875.91 %temperature_c: 50.50 °C real_time_factor: 0.0453 ratio	2026-07-31T12:36:00Z	details Profile whisper-medium-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-small-nl-batch	faster-whisper / whisper-smallcuda	nvidia-rtx-4090	common-voice-nl	cer: 0.0763 ratio wer: 0.2182 ratio ram_mb: 1060.16 MB cpu_pct: 1102.41 %temperature_c: 52 °C real_time_factor: 0.0388 ratio	2026-07-31T12:36:24Z	details Profile whisper-small-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-small-nl-batch	faster-whisper / whisper-smallcuda	nvidia-rtx-4090	common-voice-nl-elderly	cer: 0.0284 ratio wer: 0.1108 ratio ram_mb: 1049.66 MB cpu_pct: 1219.30 %temperature_c: 51.50 °C real_time_factor: 0.0327 ratio	2026-07-31T12:36:49Z	details Profile whisper-small-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-tiny-nl-batch	faster-whisper / whisper-tinycuda	nvidia-rtx-4090	common-voice-nl	cer: 0.2698 ratio wer: 0.5758 ratio ram_mb: 702.93 MB cpu_pct: 1495.73 %temperature_c: 53 °C real_time_factor: 0.0261 ratio	2026-07-31T12:37:04Z	details Profile whisper-tiny-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
whisper-tiny-nl-batch	faster-whisper / whisper-tinycuda	nvidia-rtx-4090	common-voice-nl-elderly	cer: 0.1306 ratio wer: 0.3799 ratio ram_mb: 703.05 MB cpu_pct: 1731.26 %temperature_c: 53.50 °C real_time_factor: 0.0228 ratio	2026-07-31T12:37:20Z	details Profile whisper-tiny-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cuda beam_size 5 quantization int8 threads 4 vad true
vosk-small-nl-batch	vosk / vosk-model-small-nl-0.22	intel-xeon-e5-2680-v4	common-voice-nl	cer: 0.2363 ratio wer: 0.3924 ratio ram_mb: 292.85 MB cpu_pct: 104.15 %temperature_c: 49 °C real_time_factor: 0.3889 ratio	2026-07-31T12:40:14Z	details Profile vosk-small-nl-batch@1.0.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cpu
vosk-small-nl-batch	vosk / vosk-model-small-nl-0.22	intel-xeon-e5-2680-v4	common-voice-nl-elderly	cer: 0.0814 ratio wer: 0.2045 ratio ram_mb: 284.71 MB cpu_pct: 104.49 %temperature_c: 48 °C real_time_factor: 0.3057 ratio	2026-07-31T12:43:08Z	details Profile vosk-small-nl-batch@1.0.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cpu
whispercpp-base-nl-batch	whisper-cpp / whisper-base	intel-xeon-e5-2680-v4	common-voice-nl	cer: 0.2192 ratio wer: 0.4727 ratio ram_mb: 363.01 MB cpu_pct: 399.67 %temperature_c: 53.50 °C real_time_factor: 0.2740 ratio	2026-07-31T12:45:09Z	details Profile whispercpp-base-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-base-nl-batch	whisper-cpp / whisper-base	intel-xeon-e5-2680-v4	common-voice-nl-elderly	cer: 0.0795 ratio wer: 0.2375 ratio ram_mb: 361.77 MB cpu_pct: 399.52 %temperature_c: 52 °C real_time_factor: 0.2104 ratio	2026-07-31T12:47:06Z	details Profile whispercpp-base-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-large-v3-nl-batch	whisper-cpp / whisper-large-v3	intel-xeon-e5-2680-v4	common-voice-nl	cer: 0.0399 ratio wer: 0.1091 ratio ram_mb: 3986.53 MB cpu_pct: 401.70 %temperature_c: 54.50 °C real_time_factor: 6.22 ratio	2026-07-31T13:31:53Z	details Profile whispercpp-large-v3-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-large-v3-nl-batch	whisper-cpp / whisper-large-v3	intel-xeon-e5-2680-v4	common-voice-nl-elderly	cer: 0.0077 ratio wer: 0.0237 ratio ram_mb: 3986.47 MB cpu_pct: 401.34 %temperature_c: 54 °C real_time_factor: 4.96 ratio	2026-07-31T14:17:07Z	details Profile whispercpp-large-v3-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-medium-nl-batch	whisper-cpp / whisper-medium	intel-xeon-e5-2680-v4	common-voice-nl	cer: 0.0645 ratio wer: 0.1727 ratio ram_mb: 2150.63 MB cpu_pct: 401.34 %temperature_c: 56 °C real_time_factor: 3.16 ratio	2026-07-31T14:39:53Z	details Profile whispercpp-medium-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-medium-nl-batch	whisper-cpp / whisper-medium	intel-xeon-e5-2680-v4	common-voice-nl-elderly	cer: 0.0082 ratio wer: 0.0290 ratio ram_mb: 2149.35 MB cpu_pct: 401.18 %temperature_c: 58 °C real_time_factor: 2.49 ratio	2026-07-31T15:02:33Z	details Profile whispercpp-medium-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-small-nl-batch	whisper-cpp / whisper-small	intel-xeon-e5-2680-v4	common-voice-nl	cer: 0.0998 ratio wer: 0.2636 ratio ram_mb: 836.88 MB cpu_pct: 400.91 %temperature_c: 55 °C real_time_factor: 0.9752 ratio	2026-07-31T15:09:36Z	details Profile whispercpp-small-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-small-nl-batch	whisper-cpp / whisper-small	intel-xeon-e5-2680-v4	common-voice-nl-elderly	cer: 0.0305 ratio wer: 0.1055 ratio ram_mb: 834.84 MB cpu_pct: 400.57 %temperature_c: 57 °C real_time_factor: 0.7712 ratio	2026-07-31T15:16:39Z	details Profile whispercpp-small-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-tiny-nl-batch	whisper-cpp / whisper-tiny	intel-xeon-e5-2680-v4	common-voice-nl	cer: 0.3082 ratio wer: 0.6333 ratio ram_mb: 254.57 MB cpu_pct: 401.28 %temperature_c: 54 °C real_time_factor: 0.1391 ratio	2026-07-31T15:17:41Z	details Profile whispercpp-tiny-nl-batch@1.1.0 Pack common-voice-nl@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-tiny-nl-batch	whisper-cpp / whisper-tiny	intel-xeon-e5-2680-v4	common-voice-nl-elderly	cer: 0.1559 ratio wer: 0.3958 ratio ram_mb: 254.26 MB cpu_pct: 400.47 %temperature_c: 53 °C real_time_factor: 0.1009 ratio	2026-07-31T15:18:39Z	details Profile whispercpp-tiny-nl-batch@1.1.0 Pack common-voice-nl-elderly@1.0.0 Repeats 2 Backend cpu threads 4

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

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