# Bobcat 1.3 (31B) vs decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted)

As of Oct 14, 2026, Bobcat 1.3 (31B) leads decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) in 1 of 1 shared categories: Decision models.

Bobcat 1.3 (31B): 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.

Bobcat 1.3 (31B): 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 14, 2026, Bobcat 1.3 (31B) leads decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) in Decision models at #5 against #48.

As of Oct 14, 2026, Bobcat 1.3 (31B) is state of the art in Decision models (since Oct 14, 2026; sources Decision Index latency; methodology v1.0).

As of Oct 14, 2026, decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) is ranked #48 in Decision models (since Oct 14, 2026; sources JevBench; methodology v1.0).