I don't do much HP, but do only CP with GM. However, I just did a batch of HP last week with GM, and it definitely goes really brown. I just don't know how you would do HP GM without really cooking the sugars in the GM, which is why it would turn it brown, unless you add powder powder at the end as xraygrl said.