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-de-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-de
wer: 0.2480 ratioram_mb: 404.45 MBcpu_pct: 38.42 %real_time_factor: 0.1220 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8078 ratiofirst_final_latency: 5140.87 msend_of_speech_latency: 2263.73 msfirst_partial_latency: 1185.43 msstreaming_responsiveness: 0.7673 index
2026-08-03T14:06:35Z
details
Profile
whispercpp-base-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
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-base-fr-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-fr
wer: 0.3900 ratioram_mb: 404.63 MBcpu_pct: 34.86 %real_time_factor: 0.1355 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7183 ratiofirst_final_latency: 4192.35 msend_of_speech_latency: 1371.34 msfirst_partial_latency: 1080.37 msstreaming_responsiveness: 0.7430 index
2026-08-03T14:08:24Z
details
Profile
whispercpp-base-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-nl-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-nl
wer: 0.5328 ratioram_mb: 403.41 MBcpu_pct: 37.60 %real_time_factor: 0.1497 ratioupdate_frequency: 1.14 Hzpartial_stability: 0.6407 ratiofirst_final_latency: 3919.92 msend_of_speech_latency: 994.67 msfirst_partial_latency: 903.18 msstreaming_responsiveness: 0.8073 index
2026-08-03T14:09:01Z
details
Profile
whispercpp-base-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
metal
chunk_ms
1000
threads
4
whispercpp-base-pt-streamingwhisper-cpp / whisper-basemetalapple-m1-profleurs-pt
wer: 0.1749 ratioram_mb: 404.93 MBcpu_pct: 35.54 %real_time_factor: 0.1253 ratioupdate_frequency: 1.06 Hzpartial_stability: 0.8295 ratiofirst_final_latency: 4252.79 msend_of_speech_latency: 1189.76 msfirst_partial_latency: 1036.11 msstreaming_responsiveness: 0.8140 index
2026-08-03T14:09:50Z
details
Profile
whispercpp-base-pt-streaming@1.0.0
Pack
fleurs-pt@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-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

Constant across this view: chunk_ms 1000 · threads 4

* profile default

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