Octave is decent at what it does, but nothing in the open source world comes remotely close to Mathematica. Having easy access to it (and more importantly, being able to expect my peers to have the same) is one of the things I miss most about being a student. Wolfram's recent price cut for non-student personal use is alluring, though. Some time soon I might break down and pay for it.