Only 2 things i can think of (of the top of my head)

• You can be sure that the application wasn’t tampered (and does exactly what the source defines) without having to relying on signing/encryption by any other parties.
• You might be able to increase performance or just ensure correct functionality by tweaking somethings (compile arguments, settings) Might be userful if you have special hardware/system, which isn’t supported otherwise.