Unity’s WebGL implementation targets desktop browsers. Mobile platforms are not supported, even if you can sometimes see some success.
Manual browser compatibility page:
If you look at the hardware specs of various mobile devices, you’ll notice that Apple devices typically have significantly less RAM than their Android counterparts. That may be part of the problem you’re seeing on iPhone.