ModelCap

Current AI model comparison

Exact identities · public evidence

InclusionAI

Ling 3.0 Flash

Position

#86

Index

47.8

Estimated

5 reported rows against measured corpus ladders (58%); publisher-corpus-prior over 183 held-out anchors (42%); shrunk 1.9 toward the measured corpus

Comparison side 1

StepFun

Step 3.7 Flash

Position

#83

Index

48.2

Estimated

3 reported rows against measured corpus ladders (14%); global-corpus-prior over 183 held-out anchors (19%); measured predecessor stepfun/step-3.5-flash less the succession penalty (67%); shrunk 1.2 up toward the measured corpus

Comparison side 2

Output / 1M

$0.063

vs $1.15

Context

262K

vs 262K

Weights

Open weights

vs Open weights