Pompey were unable to reach the third round of the Carabao Cup for just the second time since 2010 after losing at Newport.
The 3-2 defeat in South Wales came despite Ronan Curtis twice firing the visitors into the lead.
Goals from Will Evans, Aaron Wildig and James Waite undid Danny Cowley's side, who were at least able to welcome back skipper Clark Robertson from injury.
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