Had some on my race quad's props when flying in freezing fog a couple of years ago, not that much though. That looks like a lot, I doubt a lot more is needed to turn the bird into a rock, you got lucky.
Maybe looking at the RPM in hover flight could give a useful indication in this case, e.g. land ASAP if it exceeds 7k or so...