Extremely unscientific benchmark on local models 2026-10-24

2026-10-24 21:10:23 - No Comments

Local model benchmark — harness: opencode 1.18.16

Model Pass rate First-try validity Avg repairs Avg generation Avg execution Tokens/sec
laguna-xs.2:latest 91/99 (91.9%) 100.0% 0.00 93.31 s 224 ms 34.1
muse-glimmer:30b 87/99 (87.9%) 100.0% 0.00 2m 11s 172 ms 11.6
nemotron-3.5-lightning:30b 78/99 (78.8%) 98.9% 0.01 2m 45s 124 ms 46.7
ornith:35b 72/99 (72.7%) 100.0% 0.00 49.96 s 3.40 s 34.6
qwen3.6:27b 85/99 (85.9%) 100.0% 0.00 2m 18s 129 ms 3.9
qwen3.6:35b 78/99 (78.8%) 100.0% 0.00 53.89 s 3.43 s 23.9
qwen3.8-flash-next-coder-iq1_m 97/99 (98.0%) 99.0% 0.01 81.92 s 158 ms 10.5
qwen3.8-flash-next-iq3_s 99/99 (100.0%) 100.0% 0.00 88.81 s 173 ms 12.9
qwen3.8:27b 91/99 (91.9%) 100.0% 0.00 72.79 s 129 ms 15.4

Run dates 2026-08-13 to 2026-10-24 · repeats 3 · exec timeout 300 s · repair budget 3 · prompt 1.0.0

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