decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) vs linne-oak 1.0 (31B)
As of Oct 14, 2026, decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) leads linne-oak 1.0 (31B) in 0 of 1 shared categories.
decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted)
#48 Best current rank: #48 in Decision models, as of Oct 14, 2026.
linne-oak 1.0 (31B)
Yes. SOTA in co-SOTA in Decision models.
| Category | decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) | linne-oak 1.0 (31B) |
|---|---|---|
| Decision models | #48 · #48 in Decision models Margin 21.212121212121218 JevBench · Oct 8, 2026 | #1 · Co-SOTA · Decision models Margin 0 Jev Decision Index · Oct 14, 2026 |
decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted): price per 1M tokens is unset in the catalog.
linne-oak 1.0 (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): open weights.
linne-oak 1.0 (31B): open weights.
Decision models: As of Oct 14, 2026, linne-oak 1.0 (31B) leads decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) in Decision models at #1 against #48.
decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) · linne-oak 1.0 (31B)
decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) or linne-oak 1.0 (31B)?
As of Oct 14, 2026, decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) leads linne-oak 1.0 (31B) in 0 of 1 shared categories.
decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) or linne-oak 1.0 (31B) for Decision models?
As of Oct 14, 2026, linne-oak 1.0 (31B) leads decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) in Decision models at #1 against #48.