**qwen3.8-27b-fp8-vllm-h100** on the dev manifest (6b98d1a59d5f): behaviour diagnostics of 460 scored games

| group | games | wins | exp_per_game | bits_per_exp | eig | zero | repeats | alive_first | p_first | subs_per_game | nodes_ratio | over_simplest | more_or_than_truth | extra_or_per_sub | relational_outside_tier | contradicting | fits_ce | certain_wrong |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| all | 460 | 247 | 13.80 | 0.47 | 0.45 | 0.45 | 10 | 2.00 | 0.58 | 1.58 | 1.51 | 324/727 | 64/727 | 0.11 | 38/727 | 9/727 | 271/271 | 158 |
| wins | 247 | 247 | 13.42 | 0.51 | 0.47 | 0.43 | 6 | 2 | 0.67 | 1.40 | 1.05 | 66/345 | 9/345 | 0.03 | 2/345 | 0/345 | 98/98 | 21 |
| losses | 213 | 0 | 14.23 | 0.42 | 0.41 | 0.48 | 4 | 3 | 0.47 | 1.79 | 1.93 | 258/382 | 55/382 | 0.17 | 36/382 | 9/382 | 173/173 | 137 |
| T1 | 30 | 29 | 10.57 | 0.54 | 0.59 | 0.28 | 0 | 6 | 0.38 | 1.03 | 1.08 | 1/31 | 1/31 | 0.03 | 0/31 | 0/31 | 2/2 | 0 |
| T2 | 60 | 50 | 13.23 | 0.51 | 0.47 | 0.45 | 0 | 2.00 | 0.58 | 1.45 | 1.06 | 18/87 | 0/87 | 0.00 | 2/87 | 0/87 | 27/27 | 3 |
| T3 | 150 | 118 | 12.76 | 0.55 | 0.51 | 0.40 | 4 | 2.00 | 0.68 | 1.47 | 0.95 | 48/221 | 6/221 | 0.03 | 1/221 | 2/221 | 71/71 | 25 |
| T4 | 60 | 5 | 16.37 | 0.38 | 0.39 | 0.53 | 1 | 5 | 0.33 | 1.82 | 2.12 | 76/109 | 10/109 | 0.12 | 18/109 | 1/109 | 50/50 | 16 |
| T5 | 100 | 34 | 14.42 | 0.43 | 0.43 | 0.47 | 4 | 2.00 | 0.66 | 1.69 | 1.64 | 98/169 | 36/169 | 0.25 | 0/169 | 1/169 | 71/71 | 69 |
| T6 | 60 | 11 | 14.95 | 0.36 | 0.33 | 0.53 | 1 | 2.00 | 0.55 | 1.83 | 2.32 | 83/110 | 11/110 | 0.14 | 17/110 | 5/110 | 50/50 | 45 |