GPU, no question about it. The FX-6100 can easily handle a more powerful graphics card so a new GPU would be your best single upgrade.
Only other consideration to make would be to be sure your PSU could handle a more powerful GPU as well. A GTX 960 or GTX 970 would be good choices to look into depending on your available budget.