decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) vs vLLM-SR d3 (27B)
As of Oct 15, 2026, decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) leads vLLM-SR d3 (27B) in 0 of 1 shared categories.
decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique)
#44 Best current rank: #44 in Decision models, as of Oct 15, 2026.
vLLM-SR d3 (27B)
Yes. SOTA in Decision models (tied).
| Category | decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) | vLLM-SR d3 (27B) |
|---|---|---|
| Decision models | #44 · #44 in Decision models Margin 19.242424242424235 Jev Decision Index · Oct 14, 2026 | #1 · Co-SOTA · Decision models Margin 0 Jev Decision Index · Oct 14, 2026 |
decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique): price per 1M tokens is unset in the catalog.
vLLM-SR d3 (27B): price per 1M tokens is unset in the catalog.
decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique): open weights.
vLLM-SR d3 (27B): open weights.
Decision models: As of Oct 15, 2026, vLLM-SR d3 (27B) leads decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) in Decision models at #1 against #44.
decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) · vLLM-SR d3 (27B)
decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) or vLLM-SR d3 (27B)?
As of Oct 15, 2026, decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) leads vLLM-SR d3 (27B) in 0 of 1 shared categories.
decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) or vLLM-SR d3 (27B) for Decision models?
As of Oct 15, 2026, vLLM-SR d3 (27B) leads decider chat on Gemma-4-31B-it (Mapika, frozen base, inference technique) in Decision models at #1 against #44.