ModelCap

Current AI model comparison

Exact identities · public evidence

IFM

K2 Horizon 32B

Position

#83

Index

48.4

Estimated

global-corpus-prior over 183 held-out anchors (49%); launch card against 2 resolved peers on 8 rows (51%); exceeds every named peer on 1 of 8 rows; optimism haircut 1.3 from cross-lab-probe; shrunk 4.9 up toward the measured corpus

Comparison side 1

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 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Open weights