ModelCap

Current AI model comparison

Exact identities · public evidence

Google

gemma 4 12B it

Position

#46

Index

61.4

Estimated

publisher-corpus-prior over 183 held-out anchors (6%); launch card against 3 resolved peers on 6 rows (94%); no cross-lab optimism probe available; shrunk 0.2 up toward the measured corpus

Comparison side 1

Meituan Longcat

LongCat Flash Thinking 2601

Position

#47

Index

61.1

Estimated

global-corpus-prior over 183 held-out anchors (11%); launch card against 4 resolved peers on 3 rows (89%); exceeds every named peer on 1 of 3 rows; optimism haircut 0.15 from cross-lab-probe; shrunk 0.9 toward the measured corpus

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Open weights