ModelCap

Current AI model comparison

Exact identities · public evidence

IFM

K2 Horizon MoVA 36B A4B

Position

#78

Index

54.5

Estimated

global-corpus-prior over 195 held-out anchors (77%); launch card against 3 resolved peers on 8 rows (23%); exceeds every named peer on 4 of 8 rows; optimism haircut 2.24 from cross-lab-probe; shrunk 6 toward the measured corpus

Comparison side 1

InclusionAI

Ring 2.6 1T

Position

#75

Index

55.4

Measured

1 public benchmark observation across 1 board

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Open weights