Yep, you'll also get H.264 served on Safari, while Chrome will get VP9 which isn't hardware decoded and will cause the fans to whirr.
There's a h264ify chrome extension that forces YouTube to serve H.264 to Chrome on OS X so it can be hardware decoded. It significantly reduces battery drain.