Journal ranking statistics on scimagojr vs. the "prestige" of its editorial board
Sumbit where you think it will have a better visibility. Rule of thumb: do not submit to a journal that you barely know any member of the editorial board. You want to maximize the impact of your paper and, as such, submit somehwere where it would be most appreciated both by the editorial and by the readership of the journal. 

I do not think it will do your paper a big favour to submit to a journal with high (possibly artificially infated) statistics than to one well known and well respected, with distinguished editorial board most likely to take good notice of your work and, consequently, you.