the rule of thumb was
2 months for step 1
2 weeks for step 2
2 days for step 3
ymmv.
as for affecting fellowships, it depends on how competitive the program is and which fellowship; a good score will help you only minimally, but a bad score is something that may significantly hurt your application in a competitive field.