Salinda,
I think that my pressure increase is because my old pump was "plumb wore out".
I didn't see any damage inside the old pump head, so I can't give you any technical reasons for the increase other than it must be a combination of the old pump being worn-out and the new pump being vastly superior in efficiency.
If your 2 hp is fairly new, I would expect that it is operating closely to its pump curve, and that a comparison between the old pump curve and the new pump curve will tell you what to expect in terms of any pressure increase/decrease.
HTH,
pj
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