SimulateRK4physics
Play the set piece out
A deterministic engine flies the ball with real spin, drag and bounce, moves every attacker and defender, and resolves the delivery into a shot, a clearance or a scramble.
World Cup 2026dev
Restart Lab
Find the highest-value way to take a corner or a free kick.
Restart Lab plays a set piece out thousands of times in a physics engine, scores every chance it creates with a real-data expected-goals model, then searches for the routine that works best against a specific defence. It is an analyst's console, built around the 2026 World Cup.
How it works
MeasurerealxG model
Score it with real xG
Each simulated chance is graded by an expected-goals model trained on real World Cup and Euros data, and reported with confidence intervals so noise never reads as a result.
Optimisevs randombenchmark
Search for the best routine
An optimizer tunes the delivery, the runs and the timing across thousands of trials. Any routine it proposes has to beat random search before it counts as a finding.