GOESB — Global Open Edge Speech Benchmark · pronounced “goose-bee”
Find the best local speech setup for your constraints
Objective, reproducible benchmarks — every number re-verified by hash and signature. Why you can trust the numbers →
This page answers one question: what should I run, given my constraints? For the full, sortable list of every verified result, see the Leaderboard →
✅ Realtime capable
nemotron · nemotron-3.5-asr-streaming-0.6b · nvidia-rtx-4090
WER 1.4% · Latency 609 ms (p50)
RAM 3.2 GB
Est. concurrent realtime streams: 7
✓ verified· 1 run· newest 2026-08-21T12:57:11Z· nemotron-3-5-pt-streaming@1.0.0· fleurs-pt@1.0.0
Details
- CPU:
- 180%
- cpu_pct_p50:
- 180.34
- cpu_pct_p95:
- 184.04
- end_of_speech_latency:
- 875 ms
- End of speech (p50):
- 922 ms
- End of speech (p95):
- 1981 ms
- first_final_latency:
- 558 ms
- First final (p95):
- 852 ms
- first_partial_latency:
- 558 ms
- First partial (p50):
- 609 ms
- First partial (p95):
- 852 ms
- Partial stability:
- 1
- partial_stability_p50:
- 1
- partial_stability_p95:
- 1
- ram_mb_p50:
- 3266.87
- ram_mb_p95:
- 3280.54
- real_time_factor_p50:
- 0.13
- real_time_factor_p95:
- 0.13
- Streaming responsiveness:
- 3.29
- streaming_responsiveness_p50:
- 3.29
- streaming_responsiveness_p95:
- 3.29
- Update frequency:
- 2.00
- update_frequency_p50:
- 2.00
- update_frequency_p95:
- 2.00
- wer_deletions:
- 0
- wer_deletions_p50:
- 0
- wer_deletions_p95:
- 0
- wer_insertions:
- 0
- wer_insertions_p50:
- 0
- wer_insertions_p95:
- 0
- wer_p50:
- 0
- wer_p95:
- 0.07
- wer_substitutions:
- 5
- wer_substitutions_p50:
- 5
- wer_substitutions_p95:
- 5
| Alternative | WER | RTF | Energy | Differs |
|---|---|---|---|---|
nemotron-3.5-asr-streaming-0.6b · nemotron · nvidia-rtx-5090 ✓ verified· 3 runs (median across runs)· newest 2026-08-21T14:30:48Z· nemotron-3-5-pt-streaming@1.0.0· fleurs-pt@1.0.0 | 1.4% | 0.04 | — | different hardware |
nemotron-3.5-asr-streaming-0.6b · nemotron · nvidia-rtx-4090 ✓ verified· 1 run· newest 2026-08-21T12:56:00Z· nemotron-3-5-fr-streaming@1.0.0· fleurs-fr@1.0.0 | 2.3% | 0.14 | — | pack, different language |
nemotron-3.5-asr-streaming-0.6b · nemotron · nvidia-rtx-5090 ✓ verified· 3 runs (median across runs)· newest 2026-08-21T14:29:57Z· nemotron-3-5-fr-streaming@1.0.0· fleurs-fr@1.0.0 | 2.3% | 0.04 | — | pack, different hardware, different language |
parakeet-tdt-0.6b-v3 · parakeet · apple-m1-pro ✓ verified· 1 run· newest 2026-08-04T14:25:05Z· parakeet-tdt-v3-pt-streaming@1.0.0· fleurs-pt@1.0.0 | 2.5% | 0.20 | — | different runtime, different model, different hardware |
parakeet-tdt-0.6b-v3 · parakeet · intel-n150 ✓ verified· 1 run· newest 2026-08-04T13:52:34Z· parakeet-tdt-v3-pt-streaming@1.0.0· fleurs-pt@1.0.0 | 2.5% | 1.56 | — | different runtime, different model, different hardware |
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