# decisio v0.8.0 on gemma-4-31B-it (frozen, FP8 on load, one prefill per state, self-hosted) vs Fastino GLiNER-2.5-Decide (hosted API)

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 Fastino GLiNER-2.5-Decide (hosted API) in 1 of 1 shared categories: Decision models.

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.

Fastino GLiNER-2.5-Decide (hosted API): 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): open weights.

Fastino GLiNER-2.5-Decide (hosted API): closed 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 Fastino GLiNER-2.5-Decide (hosted API) in Decision models at #4 against #249.

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).

As of Oct 15, 2026, Fastino GLiNER-2.5-Decide (hosted API) is ranked #249 in Decision models (since Oct 15, 2026; sources JevBench; methodology v1.0).