How do you get suction cups to stay on a window?

I bought some pressure suction cups for glass and suppose to hold up to five pounds (the kind that you pull down on the hook and they stick really tight to the glass). After a few weeks of holding less than a pound stain glass picture they release their hold and fall off. I followed the instructions and cleaned the window very good. HELP!
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