**qwen3.5-4b-mlx-force16** 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 | 26 | 16.25 | 0.40 | 0.39 | 0.51 | 86 | 2.00 | 0.70 | 1.85 | 2.11 | 116/189 | 23/189 | 0.15 | 20/189 | 97/189 | 57/87 | 84 |
| wins | 26 | 26 | 16.19 | 0.44 | 0.42 | 0.48 | 21 | 1.00 | 0.81 | 1.42 | 1.23 | 11/37 | 1/37 | 0.03 | 0/37 | 7/37 | 11/11 | 5 |
| losses | 76 | 0 | 16.28 | 0.39 | 0.38 | 0.52 | 65 | 2.00 | 0.66 | 2.00 | 2.32 | 105/152 | 22/152 | 0.18 | 20/152 | 90/152 | 46/76 | 79 |
| T1 | 10 | 7 | 16.20 | 0.43 | 0.45 | 0.44 | 7 | 2.00 | 0.68 | 1.70 | 3.09 | 6/17 | 3/17 | 0.29 | 1/17 | 7/17 | 7/7 | 2 |
| T2 | 14 | 5 | 16.21 | 0.44 | 0.39 | 0.53 | 15 | 1.50 | 0.72 | 1.71 | 2.27 | 14/24 | 4/24 | 0.25 | 2/24 | 7/24 | 7/10 | 11 |
| T3 | 20 | 7 | 16.30 | 0.43 | 0.41 | 0.48 | 24 | 2.50 | 0.68 | 1.80 | 1.45 | 26/36 | 3/36 | 0.08 | 6/36 | 15/36 | 12/16 | 12 |
| T4 | 10 | 0 | 16.20 | 0.40 | 0.38 | 0.52 | 5 | 3.50 | 0.49 | 2.00 | 3.12 | 15/20 | 1/20 | 0.05 | 9/20 | 17/20 | 6/10 | 6 |
| T5 | 34 | 6 | 16.24 | 0.41 | 0.40 | 0.51 | 22 | 1.00 | 0.85 | 1.91 | 2.18 | 42/65 | 11/65 | 0.18 | 0/65 | 35/65 | 18/31 | 43 |
| T6 | 14 | 1 | 16.36 | 0.29 | 0.29 | 0.55 | 13 | 4.50 | 0.51 | 1.93 | 1.31 | 13/27 | 1/27 | 0.07 | 2/27 | 16/27 | 7/13 | 10 |