ModelCap

Current AI model comparison

Exact identities · public evidence

Poolside

Laguna M.1

Position

#53

Index

59.3

Estimated

3 reported rows against measured corpus ladders (59%); global-corpus-prior over 183 held-out anchors (41%); shrunk 4.2 toward the measured corpus

Comparison side 1

Stepfun Ai

Step3 VL 10B

Position

#50

Index

60.0

Estimated

global-corpus-prior over 183 held-out anchors (17%); launch card against 2 resolved peers on 4 rows (83%); exceeds every named peer on 3 of 4 rows; no cross-lab optimism probe available; shrunk 1.4 toward the measured corpus

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Open weights