**deepseek-v4-flash-together** 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 | 156 | 10.00 | 0.54 | 0.53 | 0.33 | 2 | 7.00 | 0.38 | 1.78 | 1.32 | 493/817 | 27/817 | 0.04 | 33/817 | 14/817 | 358/361 | 123 |
| wins | 156 | 156 | 9.05 | 0.65 | 0.60 | 0.26 | 1 | 4.00 | 0.51 | 1.56 | 1.02 | 99/244 | 1/244 | 0.00 | 3/244 | 0/244 | 88/88 | 11 |
| losses | 304 | 0 | 10.49 | 0.49 | 0.50 | 0.36 | 1 | 9.00 | 0.31 | 1.88 | 1.45 | 394/573 | 26/573 | 0.05 | 30/573 | 14/573 | 270/273 | 112 |
| T1 | 30 | 27 | 7.33 | 0.70 | 0.69 | 0.16 | 0 | 10.50 | 0.31 | 1.40 | 1.45 | 10/42 | 0/42 | 0.00 | 1/42 | 0/42 | 12/12 | 1 |
| T2 | 60 | 33 | 7.28 | 0.76 | 0.64 | 0.21 | 0 | 7.00 | 0.37 | 1.82 | 1.10 | 44/109 | 0/109 | 0.00 | 2/109 | 0/109 | 49/49 | 4 |
| T3 | 150 | 78 | 9.65 | 0.60 | 0.62 | 0.25 | 1 | 6.00 | 0.42 | 1.74 | 1.02 | 160/261 | 6/261 | 0.03 | 2/261 | 0/261 | 111/111 | 18 |
| T4 | 60 | 0 | 10.52 | 0.48 | 0.51 | 0.35 | 1 | 11 | 0.21 | 1.78 | 1.37 | 84/107 | 0/107 | 0.00 | 12/107 | 3/107 | 47/48 | 8 |
| T5 | 100 | 9 | 10.44 | 0.53 | 0.52 | 0.37 | 0 | 4.00 | 0.42 | 1.92 | 1.39 | 118/192 | 19/192 | 0.11 | 0/192 | 6/192 | 90/92 | 63 |
| T6 | 60 | 9 | 13.72 | 0.33 | 0.31 | 0.51 | 0 | 7 | 0.40 | 1.77 | 2.08 | 77/106 | 2/106 | 0.02 | 16/106 | 5/106 | 49/49 | 29 |