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)
StreamingStreaming results only — real-time factor doesn't apply, so batch results never appear here.
AnyBatchStreamingConcurrency

Sorted by most recently submitted · 5 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
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

Constant across this view: chunk_ms 1000 · threads 4

* profile default

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