Depends on the type and brand of paint. I love Testors enamel, but one of the bad things is it begins to harden rapidly once opened to air. I have had paint mixed with thinner go bad in about two to three weeks. Even the stuff in the Testors bottle, unthinned, can start to go bad in a couple of months after opening.