I may be wrong, but ALAIK, SOCKS is easier for ISP to figure proxy is being used and block it, but it allows tunneling DNS calls as well. Chromium seems to not support username authentication on it.
HTTPS proxy behaves for sniffers just as normal websites over HTTPS, so it has higher chance of...