# Decider 31B (NVFP4) vs Shisa DE-2 (repeat)

As of Oct 15, 2026, Decider 31B (NVFP4) leads Shisa DE-2 (repeat) in 1 of 1 shared categories: Decision models.

Decider 31B (NVFP4): price per 1M tokens is unset in the catalog.

Shisa DE-2 (repeat): price per 1M tokens is unset in the catalog.

Decider 31B (NVFP4): open weights.

Shisa DE-2 (repeat): open weights.

- Which to pick, Decision models: As of Oct 15, 2026, Decider 31B (NVFP4) leads Shisa DE-2 (repeat) in Decision models at #2 against #20.

As of Oct 15, 2026, Decider 31B (NVFP4) is near state of the art, rank #2 in Decision models (since Oct 15, 2026; sources Decision Index Full; methodology v1.0).

As of Oct 15, 2026, Shisa DE-2 (repeat) is ranked #20 in Decision models (since Oct 15, 2026; sources Decision Index Full; methodology v1.0).