# Decider 31B (NVFP4) vs linne-fern 1.0 (27B)

As of Oct 14, 2026, Decider 31B (NVFP4) leads linne-fern 1.0 (27B) in 1 of 1 shared categories: Decision models.

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

linne-fern 1.0 (27B): price per 1M tokens is unset in the catalog.

Decider 31B (NVFP4): open weights.

linne-fern 1.0 (27B): open weights.

- Which to pick, Decision models: As of Oct 14, 2026, Decider 31B (NVFP4) leads linne-fern 1.0 (27B) in Decision models at #2 against #34.

As of Oct 14, 2026, Decider 31B (NVFP4) is near state of the art, rank #2 in Decision models (since Oct 14, 2026; sources Decision Index Full; methodology v1.0).

As of Oct 14, 2026, linne-fern 1.0 (27B) is ranked #34 in Decision models (since Oct 14, 2026; sources Decision Index Full; methodology v1.0).