Gemma 3 4B

Position

#183

Index

22.1

Measured

2 public benchmark observations across 2 boards

Qwen

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

Output / 1M

$0.10

vs Unavailable

Context

131K

vs —

Weights

Gated access

vs Restricted license