MIT is test optional, but make it very clear that they prefer test scores. I believe it’s unlikely they will be test-optional in two year.
Next Fall is the perfect time to take both the PSAT, to qualify for NMS, and take the SAT for the first “real” time. Yiu should have enough schooling at that point, and have the summer to do an unneeded preparation.