ModelCap

Current AI model comparison

Exact identities · public evidence

InclusionAI

Ling 3.0 Flash Fin

Position

#55

Index

61.0

Measured

1 public benchmark observation across 1 board

Comparison side 1

Stepfun Ai

Step3 VL 10B

Position

#57

Index

60.9

Estimated

global-corpus-prior over 195 held-out anchors (21%); launch card against 2 resolved peers on 4 rows (79%); exceeds every named peer on 3 of 4 rows; no cross-lab optimism probe available; shrunk 2.2 toward the measured corpus

Comparison side 2

Output / 1M

$0.18

vs Unavailable

Context

262K

vs

Weights

Open weights

vs Open weights