ModelCap

Current AI model comparison

Exact identities · public evidence

Google

Gemini 3.1 Pro Preview

Position

#12

Index

78.4

Measured

4 public benchmark observations across 4 boards

Comparison side 1

Meituan

LongCat 2.0

Position

#10

Index

79.0

Estimated

global-corpus-prior over 182 held-out anchors (7%); launch card against 4 resolved peers on 6 rows (93%); no cross-lab optimism probe available; shrunk 2 toward the measured corpus

Comparison side 2

Output / 1M

$12.00

vs $1.20

Context

1M

vs 1M

Weights

API only

vs Open weights