ModelCap

Current AI model comparison

Exact identities · public evidence

Allen Institute

Olmo 3.1 32B Think

Position

#171

Index

17.6

Measured

2 public benchmark observations across 2 boards

Comparison side 1

LiquidAI

LFM2 8B A1B

Position

#169

Index

18.5

Estimated

global-corpus-prior over 186 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 up toward the measured corpus

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Restricted license