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)
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-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-nl-streamingwhisper-cpp / whisper-mediummetalapple-m1-profleurs-nl
wer: 0.1825 ratioram_mb: 2225.70 MBcpu_pct: 15.89 %real_time_factor: 0.8274 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8084 ratiofirst_final_latency: 4269.82 msend_of_speech_latency: 1472.17 msfirst_partial_latency: 1604.91 msstreaming_responsiveness: 0.5863 index
2026-08-03T15:03:19Z
details
Profile
whispercpp-medium-nl-streaming@1.0.0
Pack
fleurs-nl@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-de-streamingwhisper-cpp / whisper-smallmetalapple-m1-profleurs-de
wer: 0.2040 ratioram_mb: 893.40 MBcpu_pct: 21.42 %real_time_factor: 0.2487 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8443 ratiofirst_final_latency: 4950.01 msend_of_speech_latency: 1999.02 msfirst_partial_latency: 1152.02 msstreaming_responsiveness: 0.7159 index
2026-08-03T15:08:46Z
details
Profile
whispercpp-small-de-streaming@1.0.0
Pack
fleurs-de@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-fr-streamingwhisper-cpp / whisper-smallmetalapple-m1-profleurs-fr
wer: 0.1935 ratioram_mb: 887.87 MBcpu_pct: 20.94 %real_time_factor: 0.2815 ratioupdate_frequency: 1.02 Hzpartial_stability: 0.7920 ratiofirst_final_latency: 4527.79 msend_of_speech_latency: 985.95 msfirst_partial_latency: 1261.08 msstreaming_responsiveness: 0.6746 index
2026-08-03T15:12:42Z
details
Profile
whispercpp-small-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-small-nl-streamingwhisper-cpp / whisper-smallmetalapple-m1-profleurs-nl
wer: 0.2993 ratioram_mb: 887.98 MBcpu_pct: 21.73 %real_time_factor: 0.2904 ratioupdate_frequency: 1.13 Hzpartial_stability: 0.7002 ratiofirst_final_latency: 3648.23 msend_of_speech_latency: 1135.16 msfirst_partial_latency: 1103.56 msstreaming_responsiveness: 0.7531 index
2026-08-03T15:13:53Z
details
Profile
whispercpp-small-nl-streaming@1.0.0
Pack
fleurs-nl@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
whispercpp-tiny-de-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-de
wer: 0.3640 ratioram_mb: 314 MBcpu_pct: 55.72 %real_time_factor: 0.0744 ratioupdate_frequency: 1.00 Hzpartial_stability: 0.8314 ratiofirst_final_latency: 4856.19 msend_of_speech_latency: 2061.65 msfirst_partial_latency: 977.94 msstreaming_responsiveness: 0.8048 index
2026-08-03T15:15:58Z
details
Profile
whispercpp-tiny-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-tiny-en-streamingwhisper-cpp / whisper-tiny.enmetalapple-m1-prolibrispeech-en
wer: 0.1522 ratioram_mb: 303.29 MBcpu_pct: 42.24 %real_time_factor: 0.0588 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8716 ratiofirst_final_latency: 3120.55 msend_of_speech_latency: 436.61 msfirst_partial_latency: 897.50 msstreaming_responsiveness: 0.8867 index
2026-08-03T15:16:17Z
details
Profile
whispercpp-tiny-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
whispercpp-tiny-es-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-es
wer: 0.2336 ratioram_mb: 303.17 MBcpu_pct: 48.70 %real_time_factor: 0.0794 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8391 ratiofirst_final_latency: 4503.03 msend_of_speech_latency: 1276.07 msfirst_partial_latency: 895.69 msstreaming_responsiveness: 1.06 index
2026-08-03T15:16:45Z
details
Profile
whispercpp-tiny-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-tiny-fr-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-fr
wer: 0.5836 ratioram_mb: 303.83 MBcpu_pct: 52.56 %real_time_factor: 0.0978 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.6572 ratiofirst_final_latency: 4519.86 msend_of_speech_latency: 998.14 msfirst_partial_latency: 852.20 msstreaming_responsiveness: 0.6977 index
2026-08-03T15:17:15Z
details
Profile
whispercpp-tiny-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-tiny-nl-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-nl
wer: 0.6679 ratioram_mb: 306.97 MBcpu_pct: 57.50 %real_time_factor: 0.1031 ratioupdate_frequency: 1.16 Hzpartial_stability: 0.6170 ratiofirst_final_latency: 4195.81 msend_of_speech_latency: 921.43 msfirst_partial_latency: 845.99 msstreaming_responsiveness: 0.8358 index
2026-08-03T15:17:40Z
details
Profile
whispercpp-tiny-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-tiny-pt-streamingwhisper-cpp / whisper-tinymetalapple-m1-profleurs-pt
wer: 0.2951 ratioram_mb: 313.28 MBcpu_pct: 57.05 %real_time_factor: 0.1043 ratioupdate_frequency: 1.07 Hzpartial_stability: 0.8262 ratiofirst_final_latency: 4312.57 msend_of_speech_latency: 1270.45 msfirst_partial_latency: 944.50 msstreaming_responsiveness: 0.8474 index
2026-08-03T15:18:21Z
details
Profile
whispercpp-tiny-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
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

Constant across this view: chunk_ms 1000 · threads 4

* profile default

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