ModelCap

Current AI model comparison

Exact identities · public evidence

IFM

K2 Horizon 32B

Position

#97

Index

47.8

Estimated

global-corpus-prior over 197 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 3.3 up toward the measured corpus

Comparison side 1

OpenAI

o4 Mini

Position

#99

Index

46.8

Measured

3 public benchmark observations across 3 boards

Comparison side 2

Output / 1M

Unavailable

vs $4.40

Context

vs 200K

Weights

Open weights

vs API only