ModelCap
Current AI model comparison
Exact identities · public evidence
Gemma 3 4B
Position
#183
Index
22.1
Measured
2 public benchmark observations across 2 boards
Comparison side 1
LiquidAI
LFM2 8B A1B
Position
#188
Index
20.4
Estimated
global-corpus-prior over 203 held-out anchors (19%); launch card against 3 resolved peers on 10 rows (82%); exceeds every named peer on 8 of 10 rows; optimism haircut 9.5 from cross-lab-probe; shrunk 7.8 up toward the measured corpus
Comparison side 2
Output / 1M
$0.10
vs Unavailable
Context
131K
vs —
Weights
Gated access
vs Restricted license