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 · 19 results · click a metric below to sort by it

ProfileRuntime / ModelHardwarePackMetricsSubmittedDetails
parakeet-tdt-v3-es-streamingparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-es
wer: 0.0399 ratioram_mb: 2803.93 MBcpu_pct: 209.43 %real_time_factor: 0.1490 ratioupdate_frequency: 1.08 Hzpartial_stability: 0.7707 ratiofirst_final_latency: 3609.03 msend_of_speech_latency: 1135.56 msfirst_partial_latency: 1074.12 msstreaming_responsiveness: 0.7955 index
2026-08-04T17:10:22Z
details
Profile
parakeet-tdt-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
chunk_ms
1000
threads
4
parakeet-tdt-v3-fr-streamingparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-fr
wer: 0.0674 ratioram_mb: 3045.04 MBcpu_pct: 184.04 %real_time_factor: 0.1608 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7779 ratiofirst_final_latency: 3182.87 msend_of_speech_latency: 1102.17 msfirst_partial_latency: 1378.54 msstreaming_responsiveness: 0.5703 index
2026-08-04T17:11:26Z
details
Profile
parakeet-tdt-v3-fr-streaming@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
chunk_ms
1000
threads
4
parakeet-tdt-v3-nl-streamingparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbcommon-voice-nl-elderly
wer: 0.0950 ratioram_mb: 3153.00 MBcpu_pct: 209.72 %real_time_factor: 0.1141 ratioupdate_frequency: 1.22 Hzpartial_stability: 0.7639 ratiofirst_final_latency: 3415.21 msend_of_speech_latency: 1445.43 msfirst_partial_latency: 1073.56 msstreaming_responsiveness: 1.02 index
2026-08-04T17:13:23Z
details
Profile
parakeet-tdt-v3-nl-streaming@1.0.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
chunk_ms
1000
threads
4
parakeet-tdt-v3-nl-streamingparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-nl
wer: 0.0657 ratioram_mb: 3373.65 MBcpu_pct: 179.51 %real_time_factor: 0.1832 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.6351 ratiofirst_final_latency: 3285.41 msend_of_speech_latency: 820.23 msfirst_partial_latency: 1078.73 msstreaming_responsiveness: 0.7560 index
2026-08-04T17:14:24Z
details
Profile
parakeet-tdt-v3-nl-streaming@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
chunk_ms
1000
threads
4
parakeet-tdt-v3-pt-streamingparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-pt
wer: 0.0246 ratioram_mb: 3120.69 MBcpu_pct: 190.62 %real_time_factor: 0.1449 ratioupdate_frequency: 1.08 Hzpartial_stability: 0.7894 ratiofirst_final_latency: 2954.84 msend_of_speech_latency: 1101.30 msfirst_partial_latency: 1111.39 msstreaming_responsiveness: 0.8373 index
2026-08-04T17:15:39Z
details
Profile
parakeet-tdt-v3-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
chunk_ms
1000
threads
4
parakeet-tdt-v3-de-batchparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-de
cer: 0.0193 ratiower: 0.0400 ratioram_mb: 2847.10 MBcpu_pct: 314.87 %real_time_factor: 0.0174 ratio
2026-08-04T15:52:03Z
details
Profile
parakeet-tdt-v3-de-batch@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
threads
4
parakeet-tdt-v3-en-batchparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gblibrispeech-en
cer: 0.0081 ratiower: 0.0299 ratioram_mb: 2916.78 MBcpu_pct: 112.39 %real_time_factor: 0.0110 ratio
2026-08-04T15:52:23Z
details
Profile
parakeet-tdt-v3-en-batch@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
threads
4
parakeet-tdt-v3-es-batchparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-es
cer: 0.0052 ratiower: 0.0085 ratioram_mb: 3034.33 MBcpu_pct: 88.42 %real_time_factor: 0.0099 ratio
2026-08-04T15:52:48Z
details
Profile
parakeet-tdt-v3-es-batch@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
threads
4
parakeet-tdt-v3-fr-batchparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-fr
cer: 0.0131 ratiower: 0.0440 ratioram_mb: 3013.72 MBcpu_pct: 118.49 %real_time_factor: 0.0122 ratio
2026-08-04T15:53:13Z
details
Profile
parakeet-tdt-v3-fr-batch@1.0.0
Pack
fleurs-fr@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
threads
4
parakeet-tdt-v3-nl-batchparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbcommon-voice-nl-elderly
cer: 0.0107 ratiower: 0.0343 ratioram_mb: 3072.94 MBcpu_pct: 150.91 %real_time_factor: 0.0111 ratio
2026-08-04T15:57:27Z
details
Profile
parakeet-tdt-v3-nl-batch@1.0.0
Pack
common-voice-nl-elderly@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
threads
4
parakeet-tdt-v3-nl-batchparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-nl
cer: 0.0201 ratiower: 0.0620 ratioram_mb: 3400.97 MBcpu_pct: 114.93 %real_time_factor: 0.0128 ratio
2026-08-04T15:57:49Z
details
Profile
parakeet-tdt-v3-nl-batch@1.0.0
Pack
fleurs-nl@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
threads
4
parakeet-tdt-v3-pt-batchparakeet / parakeet-tdt-0.6b-v3cudanvidia-rtx-4060-ti-16gbfleurs-pt
cer: 0.0036 ratiower: 0.0137 ratioram_mb: 3214.95 MBcpu_pct: 119.68 %real_time_factor: 0.0092 ratio
2026-08-04T15:58:13Z
details
Profile
parakeet-tdt-v3-pt-batch@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
Submitted by
taktx#fbc9efc5
threads
4
whisper-large-v3-en-streamingfaster-whisper / whisper-large-v3cudanvidia-rtx-4060-ti-16gblibrispeech-en
wer: 0.0866 ratioram_mb: 3572.93 MBcpu_pct: 457.30 %real_time_factor: 0.3541 ratioupdate_frequency: 1.04 Hzpartial_stability: 0.8987 ratiofirst_final_latency: 3556.53 msend_of_speech_latency: 1061.46 msfirst_partial_latency: 1094.18 msstreaming_responsiveness: 0.8623 index
2026-08-03T10:50:17Z
details
Profile
whisper-large-v3-en-streaming@1.0.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-large-v3-es-streamingfaster-whisper / whisper-large-v3cudanvidia-rtx-4060-ti-16gbfleurs-es
wer: 0.0370 ratioram_mb: 3501.00 MBcpu_pct: 447.50 %real_time_factor: 0.3283 ratioupdate_frequency: 1.13 Hzpartial_stability: 0.9001 ratiofirst_final_latency: 3780.74 msend_of_speech_latency: 1848.36 msfirst_partial_latency: 1349.71 msstreaming_responsiveness: 0.7182 index
2026-08-03T10:52:24Z
details
Profile
whisper-large-v3-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-en-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gblibrispeech-en
wer: 0.0955 ratioram_mb: 2053.25 MBcpu_pct: 585.24 %real_time_factor: 0.2482 ratioupdate_frequency: 1.07 Hzpartial_stability: 0.8069 ratiofirst_final_latency: 3105.23 msend_of_speech_latency: 691.09 msfirst_partial_latency: 1229.23 msstreaming_responsiveness: 0.8548 index
2026-08-03T11:01:42Z
details
Profile
whisper-medium-en-streaming@1.1.0
Pack
librispeech-en@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-es-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gbfleurs-es
wer: 0.0399 ratioram_mb: 2043.70 MBcpu_pct: 549.97 %real_time_factor: 0.2501 ratioupdate_frequency: 1.11 Hzpartial_stability: 0.7879 ratiofirst_final_latency: 3779.96 msend_of_speech_latency: 1488.35 msfirst_partial_latency: 1428.97 msstreaming_responsiveness: 0.6587 index
2026-08-03T11:03:16Z
details
Profile
whisper-medium-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-medium-pt-streamingfaster-whisper / whisper-mediumcudanvidia-rtx-4060-ti-16gbfleurs-pt
wer: 0.0710 ratioram_mb: 2022.85 MBcpu_pct: 572.82 %real_time_factor: 0.2533 ratioupdate_frequency: 1.10 Hzpartial_stability: 0.7785 ratiofirst_final_latency: 3303.27 msend_of_speech_latency: 1456.78 msfirst_partial_latency: 1258.09 msstreaming_responsiveness: 0.7741 index
2026-08-03T11:07:34Z
details
Profile
whisper-medium-pt-streaming@1.0.0
Pack
fleurs-pt@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-small-de-streamingfaster-whisper / whisper-smallcudanvidia-rtx-4060-ti-16gbfleurs-de
wer: 0.0880 ratioram_mb: 1123.94 MBcpu_pct: 884.98 %real_time_factor: 0.1087 ratioupdate_frequency: 1.21 Hzpartial_stability: 0.8653 ratiofirst_final_latency: 3054.25 msend_of_speech_latency: 2561.38 msfirst_partial_latency: 1029.70 msstreaming_responsiveness: 1.09 index
2026-08-03T11:08:21Z
details
Profile
whisper-small-de-streaming@1.0.0
Pack
fleurs-de@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true
whisper-small-es-streamingfaster-whisper / whisper-smallcudanvidia-rtx-4060-ti-16gbfleurs-es
wer: 0.0912 ratioram_mb: 986.97 MBcpu_pct: 1004.53 %real_time_factor: 0.1161 ratioupdate_frequency: 1.17 Hzpartial_stability: 0.8779 ratiofirst_final_latency: 3718.84 msend_of_speech_latency: 1557.77 msfirst_partial_latency: 1284.20 msstreaming_responsiveness: 0.8197 index
2026-08-03T11:09:48Z
details
Profile
whisper-small-es-streaming@1.0.0
Pack
fleurs-es@1.0.0
Repeats
2
Backend
cuda
beam_size
5
chunk_ms
1000
quantization
int8
threads
4
vad
true

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

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