Opus redesign 1 & 8192 & 83.8 & $+19.6$ [$+14.7$, $+24.6$] & 7.6 \\ Opus redesign 2 & 4096 & 63.6 & $-0.6$ [$-3.2$, $+1.7$] & 3.0 \\ Opus redesign 3 & 8192 & 86.4 & $+22.2$ [$+17.0$, $+27.4$] & 7.8 \\ Opus redesign 4 & 8192 & 85.8 & $+21.6$ [$+16.4$, $+26.7$] & 7.6 \\ Opus redesign 5 & 8192 & 86.2 & $+22.0$ [$+17.0$, $+27.2$] & 7.4 \\ Sonnet redesign 1 & 4096 & 72.2 & $+8.0$ [$+5.2$, $+11.0$] & 9.4 \\ Sonnet redesign 2 & 4096 & 69.0 & $+4.7$ [$+1.5$, $+8.2$] & 8.3 \\ Sonnet redesign 3 & 8192 & 85.3 & $+21.1$ [$+16.4$, $+26.1$] & 20.1 \\ Sonnet redesign 4 & 8192 & 82.5 & $+18.3$ [$+13.4$, $+23.3$] & 13.8 \\ Sonnet redesign 5 & 8192 & 85.3 & $+21.1$ [$+15.7$, $+26.3$] & 15.3 \\ DGM seed & 4096 & 64.2 & -- & 3.8 \\ cap-only seed & 16000 & 82.5 & $+18.3$ [$+13.4$, $+23.5$] & 7.1 \\ engineered seed & 16000 & 86.9 & $+22.6$ [$+17.5$, $+27.8$] & 9.4 \\