I've had good results with Arctic Silver 5. Bought a 3.5g tube for ~$5-7 off Amazon some time ago and used it multiple times without issue. Since you only need a pea sized amount per chip/heat sink, I imagine that'd be more than enough for your needs (and possibly for years to come).