Sight unseen, there might be something physically worn in the tripping mechanism. Replacement is the only practical recommendation. Fortunately, there are a lot of these type of controllers to be had on auction sites like eBay. Sight unseen again, you do not replace these with a cheaper sprinkler controller, since these are mechanisms designed to be able to output line voltage to operate a pump that feeds an indexing valve.