# AutoJev-27B (denis-pplx, Qwen3.8-27B) vs decisio v0.8.0 on gemma-4-31B-it (frozen, FP8 on load, one prefill per state, self-hosted)

As of Oct 15, 2026, AutoJev-27B (denis-pplx, Qwen3.8-27B) leads decisio v0.8.0 on gemma-4-31B-it (frozen, FP8 on load, one prefill per state, self-hosted) in 0 of 1 shared categories.

AutoJev-27B (denis-pplx, Qwen3.8-27B): price per 1M tokens is unset in the catalog.

decisio v0.8.0 on gemma-4-31B-it (frozen, FP8 on load, one prefill per state, self-hosted): price per 1M tokens is unset in the catalog.

AutoJev-27B (denis-pplx, Qwen3.8-27B): closed weights.

decisio v0.8.0 on gemma-4-31B-it (frozen, FP8 on load, one prefill per state, self-hosted): open weights.

- Which to pick, Decision models: As of Oct 15, 2026, decisio v0.8.0 on gemma-4-31B-it (frozen, FP8 on load, one prefill per state, self-hosted) leads AutoJev-27B (denis-pplx, Qwen3.8-27B) in Decision models at #4 against #36.

As of Oct 15, 2026, AutoJev-27B (denis-pplx, Qwen3.8-27B) is ranked #36 in Decision models (since Oct 15, 2026; sources JevBench; methodology v1.0).

As of Oct 15, 2026, decisio v0.8.0 on gemma-4-31B-it (frozen, FP8 on load, one prefill per state, self-hosted) is state of the art in Decision models (since Oct 8, 2026; sources JevBench price; methodology v1.0).