ModelCap
Current AI model comparison
Exact identities · public evidence
Meituan Longcat
LongCat Flash Thinking 2601
Position
#47
Index
61.1
Estimated
global-corpus-prior over 183 held-out anchors (11%); launch card against 4 resolved peers on 3 rows (89%); exceeds every named peer on 1 of 3 rows; optimism haircut 0.15 from cross-lab-probe; shrunk 0.9 toward the measured corpus
Comparison side 1
Stepfun Ai
Step3 VL 10B
Position
#50
Index
60.0
Estimated
global-corpus-prior over 183 held-out anchors (17%); launch card against 2 resolved peers on 4 rows (83%); exceeds every named peer on 3 of 4 rows; no cross-lab optimism probe available; shrunk 1.4 toward the measured corpus
Comparison side 2
Output / 1M
Unavailable
vs Unavailable
Context
—
vs —
Weights
Open weights
vs Open weights