ModelCap

Current AI model comparison

Exact identities · public evidence

Google

gemma 4 E4B it

Position

#102

Index

42.5

Estimated

publisher-corpus-prior over 186 held-out anchors (7%); launch card against 3 resolved peers on 5 rows (93%); no cross-lab optimism probe available; shrunk 1.6 up toward the measured corpus

Comparison side 1

Nanbeige

Nanbeige4.1 3B

Position

#99

Index

43.5

Estimated

global-corpus-prior over 186 held-out anchors (20%); launch card against 2 resolved peers on 6 rows (80%); exceeds every named peer on 5 of 6 rows; optimism haircut 3 from cross-lab-probe; shrunk 2.2 up toward the measured corpus

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Open weights