**qwen3.5-4b-mlx-force16-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 | 29 | 16.40 | 0.39 | 0.39 | 0.50 | 84 | 2.00 | 0.67 | 1.80 | 1.96 | 104/184 | 23/184 | 0.21 | 23/184 | 94/184 | 54/82 | 80 |
| wins | 29 | 29 | 16.28 | 0.42 | 0.43 | 0.46 | 22 | 2 | 0.66 | 1.31 | 1.27 | 12/38 | 3/38 | 0.08 | 0/38 | 3/38 | 9/9 | 2 |
| losses | 73 | 0 | 16.45 | 0.38 | 0.37 | 0.52 | 62 | 2 | 0.67 | 2.00 | 2.15 | 92/146 | 20/146 | 0.24 | 23/146 | 91/146 | 45/73 | 78 |
| T1 | 10 | 8 | 16.00 | 0.41 | 0.43 | 0.47 | 4 | 2.00 | 0.59 | 1.40 | 1.68 | 6/14 | 0/14 | 0.00 | 4/14 | 5/14 | 3/4 | 4 |
| T2 | 14 | 7 | 16.36 | 0.44 | 0.40 | 0.50 | 7 | 1.50 | 0.72 | 1.64 | 1.73 | 9/23 | 4/23 | 0.39 | 3/23 | 10/23 | 5/9 | 7 |
| T3 | 20 | 10 | 16.40 | 0.40 | 0.46 | 0.39 | 20 | 2.50 | 0.60 | 1.65 | 1.29 | 21/33 | 2/33 | 0.06 | 1/33 | 8/33 | 12/13 | 4 |
| T4 | 10 | 0 | 16.60 | 0.40 | 0.39 | 0.52 | 16 | 3.50 | 0.49 | 2.00 | 3.07 | 14/20 | 2/20 | 0.55 | 8/20 | 16/20 | 5/10 | 7 |
| T5 | 34 | 4 | 16.32 | 0.39 | 0.39 | 0.51 | 25 | 1.00 | 0.77 | 1.94 | 2.07 | 38/66 | 11/66 | 0.18 | 0/66 | 36/66 | 19/32 | 42 |
| T6 | 14 | 0 | 16.79 | 0.31 | 0.25 | 0.63 | 12 | 1.50 | 0.66 | 2.00 | 2.05 | 16/28 | 4/28 | 0.14 | 7/28 | 19/28 | 10/14 | 16 |