FWIW, Firefox has become unpredictable in it's blocking of autoplay for me. It works for me almost all the time it seems, but every so often something will autoply anyway. I can't figure out the exceptions, and don't know why Firefox allows them. It seems fairly straightforward to me.

Chrome on mobile. I do block scripts on my computer, but on mobile I haven't bothered so far.