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Best · Most calibrated decision model — October 2026

Most calibrated decision model — October 2026

As of Oct 15, 2026, Nace.AI Drex v2.0 (35B-A3B) is state of the art in Decision models, calibration (since Oct 14, 2026; sources Decision Index ECE; methodology v1.0).

Category board for Decision models

Top 10

Ranks

  1. #1 Nace.AI Drex v2.0 (35B-A3B)
  2. #2 Kev 27B (Kev 1.0, Qwen3.8-27B)
  3. #3 torchcast-decision-27b (Torchcast AI, Qwen3.8-27B fine-tune)
  4. #4 OneJev1.5-27B
  5. #5 Decider 31B (NVFP4)
  6. #6 OneJev1.5-9B
  7. #7 Sieve 31B
  8. #8 Fastino GLiDE no-thinking (28B)
  9. #9 Blink v0.3 26B-A4B (NVFP4)
  10. #10 vLLM-SR d3 (27B)
Recent crowns

Last crown changes

  • Oct 14, 2026 — Decision models: Nace.AI Drex v2.0 (35B-A3B) takes the crown
Weights

Which benchmarks count

Who is SOTA in Decision models, calibration?

As of Oct 15, 2026, Nace.AI Drex v2.0 (35B-A3B) is state of the art in Decision models, calibration (since Oct 14, 2026; sources Decision Index ECE; methodology v1.0).

Since when is the Decision models, calibration crown current?

The current crown in Decision models, calibration has held since Oct 14, 2026.

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.