No, the current generation of small boat radar are surprisingly capable in both harbors and the open ocean. Decent systems can reliably see a 20’ boat over a mile away in reasonably calm water. Transponders are frequently turned off in harbors for various reasons and are simply not that reliable even in the open ocean.

That said, at longer distances or rough seas things significantly degrade unless you’re talking about a big boat.