Should You Pre-Compile Binaries or Roll Your Own?

"The completion of pre-compiled packages and maximizing machine performance are two powerful incentives for Windows admins to use Linux and compile an OSS package." TechTarget has an article taking a look at some of the "why" behind rolling your own. What preferences have other Slashdot users developed, and why?