Paris isn't actually a cruise port, but is served by the port of Le Havre. Added up, Le Havre serves as the port of embarkation for just one cruises every year from MSC to Europe.
Prices are around the same throughout the year. Overall Paris is rather affordable compared to other ports. See the graph below for the average cost per day by month (Cruises only depart from Paris between September and October).