I don't think this is really true anymore. Everybody knows about park factors. Everybody uses league adjusted stats.
Toronto has a good track record recently, if you ignore Kikuchi. Ray excelled here, so did Matz. Manoah broke in well.
And if you sign a pillow deal and succeed in the AL East, f***, nobody can question your ability.