ModelCap
Current AI model comparison
Exact identities · public evidence
IFM
K2 Horizon MoVA 36B A4B
Position
#74
Index
52.6
Estimated
global-corpus-prior over 188 held-out anchors (63%); launch card against 4 resolved peers on 8 rows (37%); exceeds every named peer on 2 of 8 rows; optimism haircut 1.82 from cross-lab-probe; shrunk 0.4 up toward the measured corpus
Comparison side 1
InclusionAI
Ling 3.0 Flash
Position
#75
Index
52.5
Estimated
4 reported rows against measured corpus ladders (50%); publisher-corpus-prior over 188 held-out anchors (50%); shrunk 3.8 toward the measured corpus
Comparison side 2
Output / 1M
Unavailable
vs $0.063
Context
—
vs 262K
Weights
Open weights
vs Open weights