# Decider 31B (NVFP4) vs decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted)

As of Oct 15, 2026, Decider 31B (NVFP4) leads decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) in 1 of 1 shared categories: Decision models.

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

decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted): price per 1M tokens is unset in the catalog.

Decider 31B (NVFP4): open weights.

decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted): open weights.

- Which to pick, Decision models: As of Oct 15, 2026, Decider 31B (NVFP4) leads decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) in Decision models at #2 against #48.

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, decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) is ranked #48 in Decision models (since Oct 15, 2026; sources JevBench; methodology v1.0).