# linne-oak 1.0 (31B) vs reflex Qwen3.8-27B-FP8 (pmscr)

As of Oct 14, 2026, linne-oak 1.0 (31B) leads reflex Qwen3.8-27B-FP8 (pmscr) in 1 of 1 shared categories: Decision models.

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

reflex Qwen3.8-27B-FP8 (pmscr): price per 1M tokens is unset in the catalog.

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

reflex Qwen3.8-27B-FP8 (pmscr): closed weights.

- Which to pick, Decision models: As of Oct 14, 2026, linne-oak 1.0 (31B) leads reflex Qwen3.8-27B-FP8 (pmscr) in Decision models at #1 against #52.

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).

As of Oct 14, 2026, reflex Qwen3.8-27B-FP8 (pmscr) is ranked #52 in Decision models (since Oct 14, 2026; sources Decision Index Full; methodology v1.0).