decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) vs Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout)
As of Oct 14, 2026, decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) leads Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout) 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.
Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout)
Yes. SOTA in co-SOTA in Decision models.
| Category | decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) | Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout) |
|---|---|---|
| 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.
Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout): 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.
Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout): open weights.
Decision models: As of Oct 14, 2026, Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout) 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) · Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout)
decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) or Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout)?
As of Oct 14, 2026, decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) leads Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout) in 0 of 1 shared categories.
decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) or Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout) for Decision models?
As of Oct 14, 2026, Perplexity Decider v1.1 27B (Qwen3.8-27B, noncausal decision readout) leads decisio v0.8.0 on gemma-4-12B-it (frozen, one forward pass, self-hosted) in Decision models at #1 against #48.