Probabilistic paths of a robot navigating an environment

Validated Paths, Not Promises.

Mecha Arena measures how reality behaves — repeatedly — until probability becomes valuable.

Individual robots.

Hundreds of real runs.

Each line is a possible future — weighted by probability.

Accuracy emerges only after reality has spoken.

We don’t sell datasets. We sell validated accuracy.

Companies sponsor real-world events where physical robots execute their use case.

We measure how closely simulation matches reality — under real conditions.

Clients pay only for the accuracy achieved, not for assumptions.

Every event sharpens the probability distribution.

Every validation improves the model for the next customer.

Accuracy compounds.