ModelCap

Current AI model comparison

Exact identities · public evidence

Allen Institute

Olmo 3 1125 32B

Position

#171

Index

18.5

Estimated

publisher-corpus-prior over 188 held-out anchors (9%); launch card against 3 resolved peers on 6 rows (91%); exceeds every named peer on 1 of 6 rows; no cross-lab optimism probe available; shrunk 0.2 up toward the measured corpus

Comparison side 1

LiquidAI

LFM2 8B A1B

Position

#170

Index

18.6

Estimated

global-corpus-prior over 188 held-out anchors (19%); launch card against 3 resolved peers on 10 rows (81%); exceeds every named peer on 8 of 10 rows; optimism haircut 9.5 from cross-lab-probe; shrunk 8.1 up toward the measured corpus

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Restricted license