ModelCap
Current AI model comparison
Exact identities · public evidence
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 1
Qwen
Qwen2.5 Coder 32B Instruct
Position
#172
Index
16.3
Measured
2 public benchmark observations across 2 boards
Comparison side 2
Output / 1M
Unavailable
vs $1.00
Context
—
vs 33K
Weights
Restricted license
vs Open weights