Most software people don't leave jobs for a 20% raise (certainly not if they have to move). They leave jobs for a 50%+ raise.

The problem is that companies budget raises that barely cover yearly inflation.

If you aren't budgeting raises at 7-10%+ per year, your good employees will leave. It's simply logical.