ModelCap

Current AI model comparison

Exact identities · public evidence

Google

Gemini 3.8 Flash

Position

#7

Index

82.2

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

$3.75

vs Unavailable

Context

1M

vs —

Weights

API only

vs Open weights