Sample data · this company and its people are invented.
Models
Spend is list-price usage, not your bill. Merged points weight completed work by size and quality; $/point is list-price spend divided by those points. ↑ means higher is usually helpful; ↓ means lower is usually helpful. Context / output means input tokens per output token; lower can mean a more focused session, but task needs differ.
People and practices
Compare cache reuse and issue-linked spend to find someone in your branch to learn from. Choose a name to open their coaching card.
Models used on this work
orgsync is the report’s shared organization-sync task. Each linked edition has its own task and tool setup. The Model Report describes a published task and tool setup. Its accepted runs and benchmark points have their own units.
We grade the work so we can coach the people. A figure reflects the work someone took on as well as how they use AI.