The performance difference would not be too noticeable.
2 x 8 gigabyte sticks is more easy on the systems memory controller(can run better timings sometimes).
Please check your motherboard makers site for a QVL to minimize any chances of getting 2 pairs that do not get along(it is VERY rare, but can happen).