You can find some counterintuitive facts here. For example, silicon (the stuff computer chips are made of) is both stronger and stiffer than titanium. However, it lacks "toughness", the ability to absorb energy before cracking. (I guess that's why fighter jets aren't made of silicon.)
The charts compare density, toughness, elongation, cost, max temperature, stiffness, among other things.