ModelCap
Current AI model comparison
Exact identities · public evidence
InclusionAI
Ling 3.0 Flash VL
Position
#55
Index
58.0
Measured
1 public benchmark observation across 1 board
Comparison side 1
Stepfun Ai
Step3 VL 10B
Position
#53
Index
59.1
Estimated
global-corpus-prior over 186 held-out anchors (18%); launch card against 2 resolved peers on 4 rows (82%); exceeds every named peer on 3 of 4 rows; no cross-lab optimism probe available; shrunk 1.5 toward the measured corpus
Comparison side 2
Output / 1M
$0.18
vs Unavailable
Context
131K
vs —
Weights
Open weights
vs Open weights