Estimated

publisher-corpus-prior over 186 held-out anchors (10%); launch card against 4 resolved peers on 4 rows (90%); exceeds every named peer on 1 of 4 rows; no cross-lab optimism probe available; shrunk 0.3 up toward the measured corpus

Estimated

3 reported rows against measured corpus ladders (14%); global-corpus-prior over 186 held-out anchors (20%); measured predecessor stepfun/step-3.5-flash less the succession penalty (66%); shrunk 1.1 up toward the measured corpus