# decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) vs torchcast-decision-27b (Torchcast AI, Qwen3.8-27B fine-tune)

As of Oct 15, 2026, decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) leads torchcast-decision-27b (Torchcast AI, Qwen3.8-27B fine-tune) in 0 of 1 shared categories.

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

torchcast-decision-27b (Torchcast AI, Qwen3.8-27B fine-tune): price per 1M tokens is unset in the catalog.

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

torchcast-decision-27b (Torchcast AI, Qwen3.8-27B fine-tune): open weights.

- Which to pick, Decision models: As of Oct 15, 2026, torchcast-decision-27b (Torchcast AI, Qwen3.8-27B fine-tune) leads decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) in Decision models at #8 against #48.

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).

As of Oct 15, 2026, torchcast-decision-27b (Torchcast AI, Qwen3.8-27B fine-tune) is ranked #8 in Decision models (since Oct 15, 2026; sources Decision Index Full and JevBench; methodology v1.0).