ModelCap

Current AI model comparison

Exact identities · public evidence

Google

Gemini 3.1 Pro Preview

Position

#13

Index

78.4

Measured

4 public benchmark observations across 4 boards

Comparison side 1

Google

gemma 4 12B it

Position

#45

Index

61.4

Estimated

publisher-corpus-prior over 183 held-out anchors (6%); launch card against 3 resolved peers on 6 rows (94%); no cross-lab optimism probe available; shrunk 0.2 up toward the measured corpus

Comparison side 2

Output / 1M

$12.00

vs Unavailable

Context

1M

vs —

Weights

API only

vs Open weights