I've played P3-P5 and here's my honest opinions about certain aspects from them.

Personally, I'd have to say.

Best Story- Persona 3 Best Characters- Persona 4 Best Art Direction- Persona 5

Worst Story- Persona 4 Worst Characters- Persona 5 Worst Art Direction- Persona 3