ModelCap

Current AI model comparison

Exact identities · public evidence

IFM

K2 Horizon MoVA 36B A4B

Position

#69

Index

53.3

Estimated

global-corpus-prior over 194 held-out anchors (80%); launch card against 3 resolved peers on 8 rows (21%); exceeds every named peer on 4 of 8 rows; optimism haircut 2.24 from cross-lab-probe; shrunk 4.3 toward the measured corpus

Comparison side 1

Qwen

Qwen3.8 Flash

Position

#16

Index

76.3

Measured

1 public benchmark observation across 1 board

Comparison side 2

Output / 1M

Unavailable

vs $0.47

Context

vs 1M

Weights

Open weights

vs Restricted license