Qwen2.5 Omni 7B

Position

#184

Index

21.3

Estimated

publisher-corpus-prior over 203 held-out anchors (24%); launch card against 2 resolved peers on 5 rows (76%); exceeds every named peer on 2 of 5 rows; optimism haircut 2.4 from cross-lab-probe; shrunk 10.1 up toward the measured corpus

Qwen

Qwen3.5 4B

Position

#124

Index

42.3

Estimated

publisher-corpus-prior over 203 held-out anchors (21%); launch card against 3 resolved peers on 10 rows (79%); exceeds every named peer on 2 of 10 rows; optimism haircut 0.6 from cross-lab-probe; shrunk 3 up toward the measured corpus

Output / 1M

Unavailable

vs Unavailable

Context

—

vs —

Weights

Restricted license

vs Open weights