The Heathrow Express might be a little faster if you get to its platform just as a train is about to depart, but you'll need to change twice. The Heathrow Connect is a single change (Ealing Broadway) but I would always go direct on the Piccadilly line, which is also cheaper than either of the above.

I work in the area so feel free to ping me if you need local information.