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

Qwen3 4B Instruct 2507

Position

#151

Index

35.4

Estimated

publisher-corpus-prior over 203 held-out anchors (18%); launch card against 2 resolved peers on 9 rows (82%); exceeds every named peer on 7 of 9 rows; no cross-lab optimism probe available; shrunk 4 up toward the measured corpus

Output / 1M

Unavailable

vs Unavailable

Context

—

vs 262K

Weights

Restricted license

vs Open weights