Tools

Practical sports decision tools.

The tools section is meant for compact, usable models. Early versions are intentionally simple, but the structure supports deeper simulations, richer data, and additional sports economics utilities over time.

Featured tool

Fourth Down Simulator

A live beta tool for comparing go, punt, and field-goal choices using a lightweight expected-points model with late-game adjustments.

Open the simulator

Coming next

More tools, same structure

This section is organized so future calculators and interactive models can sit alongside one another without reworking the site.

Beta posture

Built for iteration

Early tools will emphasize transparency, clarity, and quick usefulness before broader model complexity.