ModelCap

Current AI model comparison

Exact identities · public evidence

Microsoft

Phi mini MoE instruct

Position

#126

Index

44.1

Estimated

global-corpus-prior over 209 held-out anchors (68%); launch card against 4 resolved peers on 3 rows (32%); exceeds every named peer on 3 of 3 rows; optimism haircut 6.91 from cross-lab-probe; shrunk 26.9 up toward the measured corpus

Comparison side 1

Qwen

Qwen3.5 4B

Position

#124

Index

44.6

Estimated

publisher-corpus-prior over 209 held-out anchors (22%); launch card against 3 resolved peers on 10 rows (78%); exceeds every named peer on 2 of 10 rows; optimism haircut 0.6 from cross-lab-probe; shrunk 3.2 up toward the measured corpus

Comparison side 2

Output / 1M

Unavailable

vs Unavailable

Context

vs

Weights

Open weights

vs Open weights