VoyageRail Fare Desk
Quote a fare from what a booking desk knows at the moment it quotes. Every fare comes with the pounds each input added or took away, and the price for every day of the booking window.
Pick an origin and a destination, or load a sample journey.
Waking the model
The fare desk sleeps between visitors. Your quote is queued and runs once the machine is up.
✓ machine scheduled · lhr
· loading the gradient boosting model
· loading the SHAP explainer
0.0 s elapsedThe fare API isn't responding
Your journey is kept. Retry now, or read the model card while the service recovers.
GET /healthThe curve follows the synthetic data, where fares rise for about three weeks of lead time and then level off. Real UK advance fares usually do the opposite. Fewer than 0.2% of bookings are made more than 60 days out, so that end of the curve rests on thin data.
Quote-time features only
The model sees only what a booking desk knows when it quotes. Distance, route category and capacity come from the route, and customer history defaults to the segment's median.