JPEG usually wins over PNG compression-wise, but in some use cases it makes sense to use PNG.

The same thing with animation/video.

Suited in terms of desired quality, not necessarily file size. Sometimes you need pixel perfect frames, not 4:2:2 b-frame messiness.