Hello, and welcome to BPT.
Are these the newer trackmaster 2 trains? (The ones with the “spiked” wheels?). Is so, those typically do not run well on the blue plastic track without some modifications to the trains. There is a certain track that they run best on. Hope this helps. Thanks.