ModelCap

Current AI model comparison

Exact identities · public evidence

LiquidAI

LFM2 8B A1B

Position

#197

Index

22.2

Estimated

global-corpus-prior over 209 held-out anchors (18%); 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 7.6 up toward the measured corpus

Comparison side 1

Qwen

Qwen2.5 Omni 7B

Position

#196

Index

22.8

Estimated

publisher-corpus-prior over 209 held-out anchors (24%); launch card against 2 resolved peers on 5 rows (77%); exceeds every named peer on 2 of 5 rows; optimism haircut 2.4 from cross-lab-probe; shrunk 10.1 up toward the measured corpus

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Restricted license

vs Restricted license