Yeah I agree. I know the end result maybe wasn’t ideal, but I’d rather have improved H5 look vs a H5 look that was worse but gave more QPF. Tha would be a red flag.
Not sure if it’s related to learning, but it does sharpen the gradient as we get closer. I try to look at the Synoptics too for trends be precip because it’s so broad brushed