Best AI model per dollar for decision models — October 2026
As of Oct 14, 2026, Decision models, best per dollar is uncrowned on isitsota (methodology v1.0).
Category board for Decision models
Ranks
Crown open as of Oct 14, 2026.
Last crown changes
Crown changes for this board are still empty as of Oct 14, 2026.
Which benchmarks count
- Decision Index Full — primary, weight 1
- JevBench — primary, weight 1
- Decision Index latency — display, weight 0
- JevBench price — display, weight 0
- Vendor decision claims — display, weight 0
Who is SOTA in Decision models, best per dollar?
As of Oct 14, 2026, Decision models, best per dollar is uncrowned on isitsota (methodology v1.0).
Since when is the Decision models, best per dollar crown current?
As of Oct 14, 2026, Decision models, best per dollar has an open crown.
What is a decision model?
A decision model takes state, as text or as images, plus a typed question. It returns a typed answer with probabilities rather than free text. Output types: noul (yes/no/unknown), choice, score, multi-label.
How is calibration ranked?
The calibration slice ranks the lowest ECE among models in the top quartile of accuracy, so a constant probability cannot take the slice. Brier breaks ECE ties.
Do vendor-reported decision numbers count?
Vendor-reported numbers are display-only at weight 0.