🔮 Scenario Explorer

Predict rider rankings for hypothetical race scenarios using the RankMLP model.

Replay a past race

Search a past race (2024+), pick the race edition, then pick the stage or race day to prefill the scenario, the startlist (with realised finishing order), and the hidden Race Selection context.

Loading replay races...

No replay loaded.

Paste a raw startlist below and click Match Riders to identify riders from the database. (In Replay mode the startlist is filled automatically.)

Matching...

Scenario services status.

API & replay data: Waking up...

Prediction scorer: Waiting for the backend...

First visit after idle can take 1-4 minutes while the backend wakes up. Replay search unlocks first; Predict unlocks after the scorer passes its warmup probe.

Computing predictions...