ModelCap

Current AI model comparison

Exact identities · public evidence

IFM

K2 Horizon 375B A23B

Position

#34

Index

66.5

Estimated

global-corpus-prior over 183 held-out anchors (24%); launch card against 7 resolved peers on 11 rows (76%); optimism haircut 0 from cross-lab-probe; shrunk 4.1 toward the measured corpus

Comparison side 1

Kwaipilot

KAT Coder V2.5 Dev

Position

#35

Index

66.2

Estimated

global-corpus-prior over 183 held-out anchors (22%); launch card against 2 resolved peers on 4 rows (79%); exceeds every named peer on 4 of 4 rows; optimism haircut 0 from cross-lab-probe; shrunk 3.4 toward the measured corpus

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Open weights