Combat for Atari 2600,
May not in fact be my oldest, but it was the first game I played and I still own the cartridge, so at least I've had it the longest.
The rarest would be either
Spider-Man & Venom - Maximum Carnage (Red Cartridge) for Sega Genesis, or
Leisure Suit Larry for PC.
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