# decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) vs Sieve 31B

As of Oct 14, 2026, decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) leads Sieve 31B in 0 of 1 shared categories.

decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique): price per 1M tokens is unset in the catalog.

Sieve 31B: price per 1M tokens is unset in the catalog.

decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique): open weights.

Sieve 31B: open weights.

- Which to pick, Decision models: As of Oct 14, 2026, Sieve 31B leads decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) in Decision models at #3 against #44.

As of Oct 14, 2026, decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) is ranked #44 in Decision models (since Oct 14, 2026; sources Decision Index Full and JevBench; methodology v1.0).

As of Oct 14, 2026, Sieve 31B is near state of the art, rank #3 in Decision models (since Oct 14, 2026; sources Decision Index Full; methodology v1.0).