'instead of' merely implies a substitute, an alternative. 'rather than' indicates a definite a preference - and so is more appropriate in the context of what your sentence implies. Can you say this?
New words, one handy idiom, and a 2-minute quiz — delivered to your inbox to keep your streak alive.