Are private affiliate programs better than public affiliate networks?

I like private programs because the merchant usually supports you better, sometimes with custom deals. Networks are good only for testing multiple offers.

Private programs often pay higher because there is no middleman. But they may have stricter approval requirements. Networks are safer for beginners.