The question is: what is the purpose of your cleaning?
An RCA cleaning removes residuals and causes a well-defined surface termination. RCA-SC1 is for particles and organic matter, RCA-SC2 for metallic impurities.
pure solvents such as water, alcohols and acetone remove particles from the wafer, but they don't do a lot of chemistry to an as-delivered wafer
HF removes the native oxide layer, but of course it leaves open features on the substrate, so if it goes through air, it will accumulate anything it can get after that.