I am guessing he is leaving now so Obama is hoping for the chance of getting his replacement confirmed prior to the November elections. Republicans will likely stall in hopes of preventing that.

He has zero chance of getting confirmed for the supreme court, I doubt Obama would want to go down that road and face the embarrassment of his nominee being rejected.