# decider-12b v2 (Mapika) vs linne-oak 1.0 (31B)

As of Oct 14, 2026, decider-12b v2 (Mapika) leads linne-oak 1.0 (31B) in 0 of 1 shared categories.

decider-12b v2 (Mapika): price per 1M tokens is unset in the catalog.

linne-oak 1.0 (31B): price per 1M tokens is unset in the catalog.

decider-12b v2 (Mapika): open weights.

linne-oak 1.0 (31B): open weights.

- Which to pick, Decision models: As of Oct 14, 2026, linne-oak 1.0 (31B) leads decider-12b v2 (Mapika) in Decision models at #1 against #27.

As of Oct 14, 2026, decider-12b v2 (Mapika) is ranked #27 in Decision models (since Oct 14, 2026; sources JevBench; methodology v1.0).

As of Oct 14, 2026, linne-oak 1.0 (31B) is tied for state of the art with low confidence in Decision models (since Oct 14, 2026; sources Decision Index Full; methodology v1.0).