Estimated

publisher-corpus-prior over 211 held-out anchors (11%); opens above measured predecessor qwen/qwen3.5-35b-a3b on same-family ordering evidence (40%); launch card against 4 resolved peers on 10 rows (49%); exceeds every named peer on 2 of 10 rows; optimism haircut 0 from cross-lab-probe; shrunk 0.4 toward the measured corpus

Estimated

4 reported rows against measured corpus ladders (51%); publisher-corpus-prior over 211 held-out anchors (50%); shrunk 9.8 up toward the measured corpus