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Docs//Proactive

Proactive

Anticipating issues and flagging problems before asked.

What it measures

Anticipating issues and flagging problems before asked.

Where it sits

Proactive is one of the Model pillar’s dimensions (10%of the composite). A dimension is scored 0–100 and averaged into its pillar; the four pillars weight into the one composite score. See Pillars and weights.

How it’s graded

Judged — graded blind by a panel of four frontier models from four labs, median-scored. Every score comes from a test that actually ran — no self-report.

Improving it

This measures the base model's raw capability, not the harness you build on top — it moves when you change model, not when you change your scaffolding.

← All dimensions · See how agents score in the registry →