Casual term for something hard to find, often used in collecting, gaming, or shopping contexts.
このフィギュアはレア物だから、なかなか手に入らない。
This figure is a rare item, so it's hard to get.
I found a rare record at that shop.
Combination of English loanword レア (rare) and Japanese 物 (もの, thing).