Qwen3.5 4B

Position

#120

Index

38.7

Estimated

publisher-corpus-prior over 188 held-out anchors (26%); launch card against 3 resolved peers on 10 rows (74%); exceeds every named peer on 2 of 10 rows; optimism haircut 0.6 from cross-lab-probe; shrunk 4 up toward the measured corpus

Qwen

Qwen3 Omni 30B A3B Instruct

Position

#95

Index

47.5

Estimated

publisher-corpus-prior over 188 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

Output / 1M

Unavailable

vs Unavailable

Context

—

vs —

Weights

Open weights

vs Restricted license