Qwen2.5 Omni 3B

Position

#200

Index

18.2

Estimated

publisher-corpus-prior over 203 held-out anchors (19%); launch card against 2 resolved peers on 5 rows (81%); exceeds every named peer on 1 of 5 rows; optimism haircut 2.4 from cross-lab-probe; shrunk 8.2 up toward the measured corpus

Qwen

Qwen2.5 VL 32B Instruct

Position

#122

Index

43.4

Estimated

publisher-corpus-prior over 203 held-out anchors (17%); launch card against 2 resolved peers on 4 rows (83%); exceeds every named peer on 2 of 4 rows; optimism haircut 0 from cross-lab-probe; shrunk 2.1 up toward the measured corpus

Output / 1M

Unavailable

vs Unavailable

Context

—

vs —

Weights

Restricted license

vs Open weights