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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Quality gates:WER < 5%WER < 10%WER < 15%

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

Profile	Runtime / Model	Hardware	Pack	concurrency	Metrics	Submitted	Details
whispercpp-small-de-batch	whisper-cpp / whisper-small	amd-epyc-9135	fleurs-de	—	cer: 0.0181 ratio wer: 0.0440 ratio ram_mb: 720.56 MB cpu_pct: 304.44 %temperature_c: 59.75 °C real_time_factor: 0.1732 ratio	2026-08-01T14:32:24Z	details Profile whispercpp-small-de-batch@1.1.0 Pack fleurs-de@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-small-en-batch	whisper-cpp / whisper-small.en	amd-epyc-9135	librispeech-en	—	cer: 0.0347 ratio wer: 0.0896 ratio ram_mb: 717.55 MB cpu_pct: 253.44 %temperature_c: 58.88 °C real_time_factor: 0.2137 ratio	2026-08-01T14:34:59Z	details Profile whispercpp-small-en-batch@1.1.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-small-es-batch	whisper-cpp / whisper-small	amd-epyc-9135	fleurs-es	—	cer: 0.0117 ratio wer: 0.0399 ratio ram_mb: 716.63 MB cpu_pct: 400.56 %temperature_c: 59.38 °C real_time_factor: 0.1827 ratio	2026-08-01T14:36:04Z	details Profile whispercpp-small-es-batch@1.1.0 Pack fleurs-es@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-small-fr-batch	whisper-cpp / whisper-small	amd-epyc-9135	fleurs-fr	—	cer: 0.0321 ratio wer: 0.0968 ratio ram_mb: 718.46 MB cpu_pct: 400.66 %temperature_c: 58 °C real_time_factor: 0.2165 ratio	2026-08-01T14:37:10Z	details Profile whispercpp-small-fr-batch@1.1.0 Pack fleurs-fr@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-small-nl-batch	whisper-cpp / whisper-small	amd-epyc-9135	fleurs-nl	—	cer: 0.0685 ratio wer: 0.2044 ratio ram_mb: 719.07 MB cpu_pct: 397.39 %temperature_c: 57.31 °C real_time_factor: 0.2558 ratio	2026-08-01T14:38:13Z	details Profile whispercpp-small-nl-batch@1.1.0 Pack fleurs-nl@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-small-pt-batch	whisper-cpp / whisper-small	amd-epyc-9135	fleurs-pt	—	cer: 0.0059 ratio wer: 0.0301 ratio ram_mb: 719.42 MB cpu_pct: 398.11 %temperature_c: 58.56 °C real_time_factor: 0.1649 ratio	2026-08-01T14:39:18Z	details Profile whispercpp-small-pt-batch@1.1.0 Pack fleurs-pt@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-tiny-de-batch	whisper-cpp / whisper-tiny	amd-epyc-9135	fleurs-de	—	cer: 0.0508 ratio wer: 0.1640 ratio ram_mb: 257.61 MB cpu_pct: 380.91 %temperature_c: 57.63 °C real_time_factor: 0.0261 ratio	2026-08-01T14:39:30Z	details Profile whispercpp-tiny-de-batch@1.1.0 Pack fleurs-de@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-tiny-en-batch	whisper-cpp / whisper-tiny.en	amd-epyc-9135	librispeech-en	—	cer: 0.0455 ratio wer: 0.1045 ratio ram_mb: 232.61 MB cpu_pct: 381.73 %temperature_c: 56.94 °C real_time_factor: 0.0314 ratio	2026-08-01T14:39:42Z	details Profile whispercpp-tiny-en-batch@1.1.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-tiny-es-batch	whisper-cpp / whisper-tiny	amd-epyc-9135	fleurs-es	—	cer: 0.0516 ratio wer: 0.1652 ratio ram_mb: 231.95 MB cpu_pct: 430.77 %temperature_c: 56.69 °C real_time_factor: 0.0277 ratio	2026-08-01T14:39:52Z	details Profile whispercpp-tiny-es-batch@1.1.0 Pack fleurs-es@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-tiny-fr-batch	whisper-cpp / whisper-tiny	amd-epyc-9135	fleurs-fr	—	cer: 0.1524 ratio wer: 0.4399 ratio ram_mb: 233.48 MB cpu_pct: 441.07 %temperature_c: 55.56 °C real_time_factor: 0.0323 ratio	2026-08-01T14:40:03Z	details Profile whispercpp-tiny-fr-batch@1.1.0 Pack fleurs-fr@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-tiny-nl-batch	whisper-cpp / whisper-tiny	amd-epyc-9135	fleurs-nl	—	cer: 0.2201 ratio wer: 0.5620 ratio ram_mb: 254.65 MB cpu_pct: 425.73 %temperature_c: 55.81 °C real_time_factor: 0.0413 ratio	2026-08-01T14:40:14Z	details Profile whispercpp-tiny-nl-batch@1.1.0 Pack fleurs-nl@1.0.0 Repeats 2 Backend cpu threads 4
whispercpp-tiny-pt-batch	whisper-cpp / whisper-tiny	amd-epyc-9135	fleurs-pt	—	cer: 0.0413 ratio wer: 0.1448 ratio ram_mb: 234.28 MB cpu_pct: 427.87 %temperature_c: 56.50 °C real_time_factor: 0.0244 ratio	2026-08-01T14:40:24Z	details Profile whispercpp-tiny-pt-batch@1.1.0 Pack fleurs-pt@1.0.0 Repeats 2 Backend cpu threads 4
whisper-base-concurrency	faster-whisper / whisper-basecuda	nvidia-rtx-5090	librispeech-en	1 *	ram_mb: 920.80 MB cpu_pct: 602.63 %throughput: 46.83 audio-s/s temperature_c: 53.38 °C real_time_factor: 0.0249 ratio	2026-08-01T14:52:20Z	details Profile whisper-base-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 1 quantization int8 threads 4 vad true
whisper-base-concurrency	faster-whisper / whisper-basecuda	nvidia-rtx-5090	librispeech-en	2	ram_mb: 962.81 MB cpu_pct: 621.08 %throughput: 64.69 audio-s/s temperature_c: 53.75 °C real_time_factor: 0.0372 ratio	2026-08-01T14:53:22Z	details Profile whisper-base-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 2 (default 1) quantization int8 threads 4 vad true
whisper-base-concurrency	faster-whisper / whisper-basecuda	nvidia-rtx-5090	librispeech-en	4	ram_mb: 1033.38 MB cpu_pct: 644.57 %throughput: 73.77 audio-s/s temperature_c: 54.63 °C real_time_factor: 0.0670 ratio	2026-08-01T14:54:25Z	details Profile whisper-base-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 4 (default 1) quantization int8 threads 4 vad true
whisper-base-concurrency	faster-whisper / whisper-basecuda	nvidia-rtx-5090	librispeech-en	8	ram_mb: 1208.91 MB cpu_pct: 674.50 %throughput: 77.50 audio-s/s temperature_c: 53.63 °C real_time_factor: 0.1255 ratio	2026-08-01T14:55:29Z	details Profile whisper-base-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 8 (default 1) quantization int8 threads 4 vad true
whisper-large-v3-concurrency	faster-whisper / whisper-large-v3cuda	nvidia-rtx-5090	librispeech-en	1 *	ram_mb: 3549.51 MB cpu_pct: 387.16 %throughput: 28.64 audio-s/s temperature_c: 54.38 °C real_time_factor: 0.0423 ratio	2026-08-01T14:56:38Z	details Profile whisper-large-v3-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 1 quantization int8 threads 4 vad true
whisper-large-v3-concurrency	faster-whisper / whisper-large-v3cuda	nvidia-rtx-5090	librispeech-en	2	ram_mb: 3593.76 MB cpu_pct: 443.39 %throughput: 33.60 audio-s/s temperature_c: 54.81 °C real_time_factor: 0.0705 ratio	2026-08-01T14:57:49Z	details Profile whisper-large-v3-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 2 (default 1) quantization int8 threads 4 vad true
whisper-large-v3-concurrency	faster-whisper / whisper-large-v3cuda	nvidia-rtx-5090	librispeech-en	4	ram_mb: 3596.53 MB cpu_pct: 504.04 %throughput: 36.97 audio-s/s temperature_c: 55 °C real_time_factor: 0.1281 ratio	2026-08-01T14:59:00Z	details Profile whisper-large-v3-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 4 (default 1) quantization int8 threads 4 vad true
whisper-large-v3-concurrency	faster-whisper / whisper-large-v3cuda	nvidia-rtx-5090	librispeech-en	8	ram_mb: 3725.68 MB cpu_pct: 499.60 %throughput: 32.32 audio-s/s temperature_c: 54.75 °C real_time_factor: 0.2879 ratio	2026-08-01T15:00:13Z	details Profile whisper-large-v3-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 8 (default 1) quantization int8 threads 4 vad true
whisper-medium-concurrency	faster-whisper / whisper-mediumcuda	nvidia-rtx-5090	librispeech-en	1 *	ram_mb: 2105.89 MB cpu_pct: 433.56 %throughput: 30.88 audio-s/s temperature_c: 54.31 °C real_time_factor: 0.0386 ratio	2026-08-01T15:01:20Z	details Profile whisper-medium-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 1 quantization int8 threads 4 vad true
whisper-medium-concurrency	faster-whisper / whisper-mediumcuda	nvidia-rtx-5090	librispeech-en	2	ram_mb: 2051.79 MB cpu_pct: 466.35 %throughput: 36.90 audio-s/s temperature_c: 55.13 °C real_time_factor: 0.0639 ratio	2026-08-01T15:02:27Z	details Profile whisper-medium-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 2 (default 1) quantization int8 threads 4 vad true
whisper-medium-concurrency	faster-whisper / whisper-mediumcuda	nvidia-rtx-5090	librispeech-en	4	ram_mb: 2158.09 MB cpu_pct: 538.84 %throughput: 40.60 audio-s/s temperature_c: 55.56 °C real_time_factor: 0.1125 ratio	2026-08-01T15:03:34Z	details Profile whisper-medium-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 4 (default 1) quantization int8 threads 4 vad true
whisper-medium-concurrency	faster-whisper / whisper-mediumcuda	nvidia-rtx-5090	librispeech-en	8	ram_mb: 2122.76 MB cpu_pct: 536.60 %throughput: 35.14 audio-s/s temperature_c: 55.69 °C real_time_factor: 0.2586 ratio	2026-08-01T15:04:44Z	details Profile whisper-medium-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 8 (default 1) quantization int8 threads 4 vad true
whisper-small-concurrency	faster-whisper / whisper-smallcuda	nvidia-rtx-5090	librispeech-en	1 *	ram_mb: 1142.67 MB cpu_pct: 528.06 %throughput: 40.31 audio-s/s temperature_c: 54 °C real_time_factor: 0.0292 ratio	2026-08-01T15:05:47Z	details Profile whisper-small-concurrency@1.0.0 Pack librispeech-en@1.0.0 Repeats 2 Backend cuda beam_size 5 concurrency 1 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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