Inside iOS accessibility settings you can turn off “auto-play video previews.” This blocks perhaps 20% of video autoplay; it’s still better than nothing.

Philosophically I hate silent video autoplays just as much as I hate autoplays with audio. One distracts your visual attention, the other distracts your aural attention, and I don’t quite understand why society has normalized silent video autoplay.