**qwen3.5-4b-mlx-show** on the dev manifest (6b98d1a59d5f): behaviour diagnostics of 102 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 | 102 | 9 | 2.30 | 0.83 | 0.78 | 0.05 | 0 | 84.50 | 0.10 | 1.97 | 1.16 | 91/201 | 13/201 | 0.09 | 31/201 | 29/201 | 93/99 | 5 |
| wins | 9 | 9 | 3.78 | 0.95 | 0.77 | 0.09 | 0 | 24 | 0.19 | 1.67 | 2.10 | 4/15 | 1/15 | 0.27 | 1/15 | 0/15 | 6/6 | 0 |
| losses | 93 | 0 | 2.16 | 0.80 | 0.78 | 0.04 | 0 | 94 | 0.10 | 2.00 | 1.09 | 87/186 | 12/186 | 0.08 | 30/186 | 29/186 | 87/93 | 5 |
| T1 | 10 | 5 | 2.40 | 0.81 | 0.84 | 0.04 | 0 | 114.50 | 0.13 | 1.70 | 2.50 | 9/17 | 2/17 | 0.29 | 5/17 | 2/17 | 7/7 | 0 |
| T2 | 14 | 2 | 2.57 | 1.10 | 0.78 | 0.06 | 0 | 46.00 | 0.13 | 2.00 | 0.95 | 9/28 | 1/28 | 0.04 | 3/28 | 1/28 | 14/14 | 0 |
| T3 | 20 | 2 | 2.45 | 0.62 | 0.80 | 0.02 | 0 | 144.00 | 0.12 | 2.00 | 0.95 | 23/40 | 3/40 | 0.12 | 8/40 | 1/40 | 19/20 | 0 |
| T4 | 10 | 0 | 1.60 | 0.89 | 0.95 | 0.00 | 0 | 94.00 | 0.05 | 2.00 | 0.96 | 12/20 | 0/20 | 0.00 | 8/20 | 8/20 | 8/10 | 0 |
| T5 | 34 | 0 | 2.32 | 0.84 | 0.86 | 0.01 | 0 | 61.00 | 0.06 | 2.00 | 1.25 | 32/68 | 7/68 | 0.12 | 0/68 | 15/68 | 31/34 | 1 |
| T6 | 14 | 0 | 2.21 | 0.77 | 0.39 | 0.23 | 0 | 92.50 | 0.19 | 2.00 | 0.79 | 6/28 | 0/28 | 0.00 | 7/28 | 2/28 | 14/14 | 4 |