# Is decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) SOTA?

As of Oct 15, 2026, decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) is ranked #48 in Decision models (since Oct 15, 2026; sources Decision Index Full and JevBench; methodology v1.0).

Best current rank: #48 in Decision models, as of Oct 15, 2026.

As of Oct 15, 2026, decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) is ranked #48 in Decision models (since Oct 15, 2026; sources Decision Index Full and JevBench; methodology v1.0). Ranked #48 in Decision models.

Methodology v1.0. Computed automatically.

- Decision models: #48 in Decision models — Ranked #48 in Decision models.

## Decision models

https://isitsota.com/c/decision