It's not necessarily about strength but brick buildings will survive both fire and water much better than wooden buildings, they don't burn or rot. Brick buildings generally last hundreds of years with minimal maintenance (assuming no earthquakes).
Wood buildings can last hundreds of years but require far more upkeep.
This argument kind of falls apart when you start trying to maintain or improve plumbing, HVAC, and electrical through the house. It's much easier to do that through the wood and drywall of a typical American house.
AFAIK Plumbing tends to run beneath the floors in either construction model. Electrical in brick buildings is a pain as it runs in conduit behind the plaster but this doesn't compromise the viability of your structure and has a fairly long service life.
HVAC also can generally also be run under floors (and outside of the USA forced air systems are pretty unusual so you're only dealing with pipes).
Wood buildings can last hundreds of years but require far more upkeep.