ModelCap
Current AI model comparison
Exact identities · public evidence
InclusionAI
Ling 3.1 Flash
Position
#35
Index
71.6
Estimated
6 reported rows against measured corpus ladders (82%); global-corpus-prior over 213 held-out anchors (19%); shrunk 4.4 toward the measured corpus
Comparison side 1
Meta
Muse Spark Open
Position
#16
Index
79.5
Estimated
publisher-corpus-prior over 213 held-out anchors (19%); launch card against 5 resolved peers on 11 rows (81%); exceeds every named peer on 3 of 11 rows; optimism haircut 0 from cross-lab-probe; shrunk 0.9 up toward the measured corpus
Comparison side 2
Output / 1M
$0.225
vs $4.25
Context
262K
vs 1M
Weights
Open weights
vs Gated access