Interactive Demo

Price Prediction

Enter vehicle details below to get an estimated resale price powered by the trained model

Vehicle Details

Fill in all fields to get a price prediction. The model will estimate the resale price based on the features you provide.

Examples

Sample Predictions

Try these example configurations to see how different features affect price

Ford Fiesta (Budget)

Model: Fiesta
Year: 2019
Mileage: 10,000 miles
Transmission: Manual
Fuel Type: Petrol
Engine Size: 1.0L

Estimated: ~£13,500

Ford Focus (Mid-Range)

Model: Focus
Year: 2018
Mileage: 25,000 miles
Transmission: Automatic
Fuel Type: Diesel
Engine Size: 1.5L

Estimated: ~£14,200

Ford Mustang (Premium)

Model: Mustang
Year: 2020
Mileage: 5,000 miles
Transmission: Semi-Auto
Fuel Type: Petrol
Engine Size: 5.0L

Estimated: ~£32,000

Ford Kuga (SUV)

Model: Kuga
Year: 2017
Mileage: 40,000 miles
Transmission: Manual
Fuel Type: Petrol
Engine Size: 1.5L

Estimated: ~£10,500

Important Notes

  • Predictions are estimates based on historical data from 17,966 Ford vehicles
  • Typical prediction error is approximately £1,900 (RMSE)
  • Model performs best on common configurations (Fiesta, Focus, standard features)
  • Hybrid and Electric predictions should be treated with caution (limited training data)
  • Actual market prices vary by location, condition, service history, and demand
  • Use this tool as a baseline reference, not a definitive valuation