Trains from Paris to Barcelona (formerly covered by the Elipsos night train) run twice a day and journeys are completed in as little as 6 hours and 25 minutes! Other high speed routes such as Lyon to Barcelona, Marseilles to Madrid and Toulouse to Barcelona let you experience top speeds of up to 300 km/h.