Yes, # 1 gets the win, # 2 the save. # 1 is considered the pitcher of record at the time the winning team went ahead to stay, and as a starter has also gone beyond the half-way point of the game.
If # 1 had gone 6 2/3 and # 2 had finished the 7th and then the 8th, # 2 would have been the pitcher of record at the time you took the lead, so in that different situation # 2 would get the "W", no save involved.