I , like everybody, have READ frequently that coffee and tea were diuretics. I have never found that to be particularly true. My morning coffee (42 ounces) has never seemed to make me pee out anywhere near even that 42 ounces much less even more (as a diuretic would.)
So if caffeine is a diuretic it is a weak one compared with Lasix or HCTZ and thus wouldn't lower BP much. In fact, for most people too much caffeine is a net raiser of blood pressure.