ModelCap
Current AI model comparison
Exact identities · public evidence
gemma 4 12B it
Position
#52
Index
66.7
Estimated
publisher-corpus-prior over 209 held-out anchors (6%); launch card against 3 resolved peers on 6 rows (94%); no cross-lab optimism probe available
Comparison side 1
Stepfun Ai
Step3 VL 10B
Position
#55
Index
65.6
Estimated
global-corpus-prior over 209 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 1.8 toward the measured corpus
Comparison side 2
Output / 1M
Unavailable
vs Unavailable
Context
—
vs —
Weights
Open weights
vs Open weights