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.

This is every verified result, filterable and sortable. Looking for a single best recommendation for your constraints instead? Try the homepage →

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

Sorted by most recently submitted · 8 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
whispercpp-medium-en-streamingwhisper-cpp / whisper-medium.enamd-ryzen-9-9950xlibrispeech-en
wer: 0.1104 ratioram_mb: 2150.17 MBcpu_pct: 368.64 %real_time_factor: 5.81 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8848 ratiofirst_final_latency: 8190.92 msend_of_speech_latency: 5575.54 msfirst_partial_latency: 5915.57 msstreaming_responsiveness: 0.1584 index
2026-08-03T19:02:02Z
details
Profile
whispercpp-medium-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-es-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-es
wer: 0.0741 ratioram_mb: 2152.69 MBcpu_pct: 400.27 %real_time_factor: 6.28 ratioupdate_frequency: 0.9576 Hzpartial_stability: 0.9019 ratiofirst_final_latency: 9619.68 msend_of_speech_latency: 5911.70 msfirst_partial_latency: 5945.39 msstreaming_responsiveness: 0.1439 index
2026-08-03T19:37:37Z
details
Profile
whispercpp-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-fr-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-fr
wer: 0.1408 ratioram_mb: 2148.42 MBcpu_pct: 399.99 %real_time_factor: 6.01 ratioupdate_frequency: 0.9578 Hzpartial_stability: 0.7971 ratiofirst_final_latency: 9413.16 msend_of_speech_latency: 6077.81 msfirst_partial_latency: 6948.17 msstreaming_responsiveness: 0.1217 index
2026-08-03T20:35:00Z
details
Profile
whispercpp-medium-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-nl-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-nl
wer: 0.1715 ratioram_mb: 2148.15 MBcpu_pct: 400.23 %real_time_factor: 6.51 ratioupdate_frequency: 1.05 Hzpartial_stability: 0.8120 ratiofirst_final_latency: 9533.53 msend_of_speech_latency: 6420.32 msfirst_partial_latency: 6967.69 msstreaming_responsiveness: 0.1376 index
2026-08-03T21:01:00Z
details
Profile
whispercpp-medium-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-medium-pt-streamingwhisper-cpp / whisper-mediumamd-ryzen-9-9950xfleurs-pt
wer: 0.0574 ratioram_mb: 2150.71 MBcpu_pct: 400.05 %real_time_factor: 5.72 ratioupdate_frequency: 0.9843 Hzpartial_stability: 0.8829 ratiofirst_final_latency: 9132.26 msend_of_speech_latency: 6219.42 msfirst_partial_latency: 6195.18 msstreaming_responsiveness: 0.1417 index
2026-08-03T21:37:13Z
details
Profile
whispercpp-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-small-de-streamingwhisper-cpp / whisper-smallamd-ryzen-9-9950xfleurs-de
wer: 0.2280 ratioram_mb: 833.69 MBcpu_pct: 381.15 %real_time_factor: 1.78 ratioupdate_frequency: 1.02 Hzpartial_stability: 0.8581 ratiofirst_final_latency: 6403.85 msend_of_speech_latency: 3537.20 msfirst_partial_latency: 2607.53 msstreaming_responsiveness: 0.3288 index
2026-08-03T21:47:43Z
details
Profile
whispercpp-small-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-small-en-streamingwhisper-cpp / whisper-small.enamd-ryzen-9-9950xlibrispeech-en
wer: 0.1194 ratioram_mb: 836.39 MBcpu_pct: 356.88 %real_time_factor: 1.79 ratioupdate_frequency: 1.03 Hzpartial_stability: 0.8830 ratiofirst_final_latency: 4928.00 msend_of_speech_latency: 2026.46 msfirst_partial_latency: 2385.31 msstreaming_responsiveness: 0.3586 index
2026-08-03T21:57:38Z
details
Profile
whispercpp-small-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4
whispercpp-small-es-streamingwhisper-cpp / whisper-smallamd-ryzen-9-9950xfleurs-es
wer: 0.0883 ratioram_mb: 836.64 MBcpu_pct: 400.47 %real_time_factor: 1.81 ratioupdate_frequency: 0.9971 Hzpartial_stability: 0.9061 ratiofirst_final_latency: 6028.32 msend_of_speech_latency: 2856.70 msfirst_partial_latency: 2626.88 msstreaming_responsiveness: 0.3338 index
2026-08-03T22:07:55Z
details
Profile
whispercpp-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cpu
chunk_ms
1000
threads
4

Constant across this view: chunk_ms 1000 · threads 4

* profile default

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