GOESB

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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Lowest energyFastest (lowest RTF)Most accurate (lowest WER)
AnyEvery verified result, batch and streaming mixed together.
AnyBatchStreamingConcurrency

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

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-base-en-streamingwhisper-cpp / whisper-base.enmetalapple-m1-prolibrispeech-en
wer: 0.1403 ratioram_mb: 405.40 MBcpu_pct: 29.61 %real_time_factor: 0.0876 ratioupdate_frequency: 1.02 Hzpartial_stability: 0.8893 ratiofirst_final_latency: 3299.51 msend_of_speech_latency: 423.69 msfirst_partial_latency: 1005.05 msstreaming_responsiveness: 0.8561 index
2026-08-03T14:07:01Z
details
Profile
whispercpp-base-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-es-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-es
wer: 0.1083 ratioram_mb: 407.05 MBcpu_pct: 36.66 %real_time_factor: 0.1200 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8856 ratiofirst_final_latency: 4460.69 msend_of_speech_latency: 1291.80 msfirst_partial_latency: 980.18 msstreaming_responsiveness: 0.8790 index
2026-08-03T14:07:43Z
details
Profile
whispercpp-base-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-de-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-de
wer: 0.0720 ratioram_mb: 4074.72 MBcpu_pct: 8.89 %real_time_factor: 1.06 ratioupdate_frequency: 0.9578 Hzpartial_stability: 0.8632 ratiofirst_final_latency: 5443.45 msend_of_speech_latency: 2701.40 msfirst_partial_latency: 1713.80 msstreaming_responsiveness: 0.4530 index
2026-08-03T14:15:52Z
details
Profile
whispercpp-large-v3-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-en-streamingwhisper-cpp / whisper-large-v3metalapple-m1-prolibrispeech-en
wer: 0.1015 ratioram_mb: 4067.60 MBcpu_pct: 9.35 %real_time_factor: 1.10 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8533 ratiofirst_final_latency: 4379.59 msend_of_speech_latency: 1191.96 msfirst_partial_latency: 1761.02 msstreaming_responsiveness: 0.4676 index
2026-08-03T14:21:20Z
details
Profile
whispercpp-large-v3-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-es-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-es
wer: 0.0399 ratioram_mb: 4063.33 MBcpu_pct: 8.20 %real_time_factor: 1.07 ratioupdate_frequency: 0.9534 Hzpartial_stability: 0.9450 ratiofirst_final_latency: 5233.96 msend_of_speech_latency: 2160.05 msfirst_partial_latency: 1734.84 msstreaming_responsiveness: 0.5007 index
2026-08-03T14:27:31Z
details
Profile
whispercpp-large-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-fr-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-fr
wer: 0.0704 ratioram_mb: 4064.90 MBcpu_pct: 9.44 %real_time_factor: 1.12 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.8612 ratiofirst_final_latency: 4992.39 msend_of_speech_latency: 1877.41 msfirst_partial_latency: 1703.40 msstreaming_responsiveness: 0.4817 index
2026-08-03T14:33:07Z
details
Profile
whispercpp-large-v3-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-nl-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-nl
wer: 0.0985 ratioram_mb: 4065.51 MBcpu_pct: 9.66 %real_time_factor: 1.13 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8591 ratiofirst_final_latency: 4726.40 msend_of_speech_latency: 1804.48 msfirst_partial_latency: 1678.25 msstreaming_responsiveness: 0.5207 index
2026-08-03T14:37:46Z
details
Profile
whispercpp-large-v3-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-large-v3-pt-streamingwhisper-cpp / whisper-large-v3metalapple-m1-profleurs-pt
wer: 0.0792 ratioram_mb: 4009.50 MBcpu_pct: 9.26 %real_time_factor: 1.11 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8740 ratiofirst_final_latency: 4257.48 msend_of_speech_latency: 2071.59 msfirst_partial_latency: 1602.57 msstreaming_responsiveness: 0.5565 index
2026-08-03T14:44:58Z
details
Profile
whispercpp-large-v3-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-de-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-de
wer: 0.0640 ratioram_mb: 2228.53 MBcpu_pct: 14.81 %real_time_factor: 0.7309 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.8466 ratiofirst_final_latency: 5170.98 msend_of_speech_latency: 2339.54 msfirst_partial_latency: 2049.79 msstreaming_responsiveness: 0.5012 index
2026-08-03T14:49:06Z
details
Profile
whispercpp-medium-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-en-streamingwhisper-cpp / whisper-medium.enmetalapple-m1-prolibrispeech-en
wer: 0.1104 ratioram_mb: 2228.63 MBcpu_pct: 12.64 %real_time_factor: 0.6288 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8866 ratiofirst_final_latency: 3524.92 msend_of_speech_latency: 826.49 msfirst_partial_latency: 1455.35 msstreaming_responsiveness: 0.6302 index
2026-08-03T14:52:11Z
details
Profile
whispercpp-medium-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-es-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-es
wer: 0.0570 ratioram_mb: 2227.63 MBcpu_pct: 14.95 %real_time_factor: 0.7302 ratioupdate_frequency: 0.9686 Hzpartial_stability: 0.8806 ratiofirst_final_latency: 4882.64 msend_of_speech_latency: 1361.95 msfirst_partial_latency: 1373.69 msstreaming_responsiveness: 0.5930 index
2026-08-03T14:56:23Z
details
Profile
whispercpp-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-fr-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-fr
wer: 0.1408 ratioram_mb: 2226.45 MBcpu_pct: 14.01 %real_time_factor: 0.7117 ratioupdate_frequency: 0.9578 Hzpartial_stability: 0.7950 ratiofirst_final_latency: 4597.26 msend_of_speech_latency: 1142.79 msfirst_partial_latency: 1781.95 msstreaming_responsiveness: 0.5023 index
2026-08-03T14:59:57Z
details
Profile
whispercpp-medium-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-medium-pt-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-pt
wer: 0.0574 ratioram_mb: 2228.35 MBcpu_pct: 12.49 %real_time_factor: 0.6280 ratioupdate_frequency: 0.9966 Hzpartial_stability: 0.8776 ratiofirst_final_latency: 4379.89 msend_of_speech_latency: 1622.26 msfirst_partial_latency: 1644.79 msstreaming_responsiveness: 0.5670 index
2026-08-03T15:07:22Z
details
Profile
whispercpp-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-small-en-streamingwhisper-cpp / whisper-small.enmetalapple-m1-prolibrispeech-en
wer: 0.1164 ratioram_mb: 893.05 MBcpu_pct: 18.15 %real_time_factor: 0.2278 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8752 ratiofirst_final_latency: 3476.71 msend_of_speech_latency: 578.24 msfirst_partial_latency: 977.89 msstreaming_responsiveness: 0.7741 index
2026-08-03T15:09:54Z
details
Profile
whispercpp-small-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-small-es-streamingwhisper-cpp / whisper-smallmetalapple-m1-profleurs-es
wer: 0.0883 ratioram_mb: 888.32 MBcpu_pct: 19.66 %real_time_factor: 0.2380 ratioupdate_frequency: 1.01 Hzpartial_stability: 0.9030 ratiofirst_final_latency: 4564.12 msend_of_speech_latency: 1407.30 msfirst_partial_latency: 1165.19 msstreaming_responsiveness: 0.7540 index
2026-08-03T15:11:17Z
details
Profile
whispercpp-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-small-pt-streamingwhisper-cpp / whisper-smallmetalapple-m1-profleurs-pt
wer: 0.1093 ratioram_mb: 894.16 MBcpu_pct: 20.46 %real_time_factor: 0.2553 ratioupdate_frequency: 1.00 Hzpartial_stability: 0.8991 ratiofirst_final_latency: 4250.31 msend_of_speech_latency: 1342.91 msfirst_partial_latency: 1177.90 msstreaming_responsiveness: 0.7621 index
2026-08-03T15:15:32Z
details
Profile
whispercpp-small-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whisper-base-de-batchfaster-whisper / whisper-basecudanvidia-rtx-5090fleurs-de
cer: 0.0320 ratiower: 0.0920 ratioram_mb: 857.43 MBcpu_pct: 567.65 %temperature_c: 52.25 °Creal_time_factor: 0.0176 ratio
2026-08-01T13:56:10Z
details
Profile
whisper-base-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-en-batchfaster-whisper / whisper-basecudanvidia-rtx-5090librispeech-en
cer: 0.0433 ratiower: 0.1015 ratioram_mb: 899.47 MBcpu_pct: 558.11 %temperature_c: 54.63 °Creal_time_factor: 0.0205 ratio
2026-08-01T13:56:18Z
details
Profile
whisper-base-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-es-batchfaster-whisper / whisper-basecudanvidia-rtx-5090fleurs-es
cer: 0.0164 ratiower: 0.0684 ratioram_mb: 859.77 MBcpu_pct: 518.70 %temperature_c: 55.06 °Creal_time_factor: 0.0183 ratio
2026-08-01T13:56:26Z
details
Profile
whisper-base-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-base-pt-batchfaster-whisper / whisper-basecudanvidia-rtx-5090fleurs-pt
cer: 0.0164 ratiower: 0.0519 ratioram_mb: 862.34 MBcpu_pct: 501.57 %temperature_c: 52.19 °Creal_time_factor: 0.0189 ratio
2026-08-01T13:56:52Z
details
Profile
whisper-base-pt-batch@1.1.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-de-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-de
cer: 0.0054 ratiower: 0.0160 ratioram_mb: 3735.71 MBcpu_pct: 228.08 %temperature_c: 53.69 °Creal_time_factor: 0.0265 ratio
2026-08-01T13:57:39Z
details
Profile
whisper-large-v3-de-batch@1.1.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-en-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090librispeech-en
cer: 0.0276 ratiower: 0.0597 ratioram_mb: 3545.36 MBcpu_pct: 377.26 %temperature_c: 53.75 °Creal_time_factor: 0.0329 ratio
2026-08-01T13:57:57Z
details
Profile
whisper-large-v3-en-batch@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-es-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-es
cer: 0.0052 ratiower: 0.0085 ratioram_mb: 3595.43 MBcpu_pct: 359.23 %temperature_c: 53.13 °Creal_time_factor: 0.0322 ratio
2026-08-01T13:58:17Z
details
Profile
whisper-large-v3-es-batch@1.1.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-fr-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-fr
cer: 0.0127 ratiower: 0.0440 ratioram_mb: 3531.94 MBcpu_pct: 329.03 %temperature_c: 54.50 °Creal_time_factor: 0.0370 ratio
2026-08-01T13:58:37Z
details
Profile
whisper-large-v3-fr-batch@1.1.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
beam_size
5
quantization
int8
threads
4
vad
true
whisper-large-v3-nl-batchfaster-whisper / whisper-large-v3cudanvidia-rtx-5090fleurs-nl
cer: 0.0095 ratiower: 0.0401 ratioram_mb: 3550.39 MBcpu_pct: 353.01 %temperature_c: 52.38 °Creal_time_factor: 0.0442 ratio
2026-08-01T13:58:57Z
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

Constant across this view: beam_size 5 · chunk_ms 1000 · quantization int8 · threads 4 · vad true

* profile default

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