I ordered the secondary coolant pump and took my car to my mechanic. He said it was not the secondary pump (that was fine according to him) but the regular coolant pump that had a leak Waiting to get my car back.

I will report on whether or not that cured the problem of the car not having 100% of its horsepower available 100% of the time.