What is the difference between black PE and PEX? Which is better quality?

I have to replace my water line and have been given quotes with "black PE" or "PEX" as the material to be used. I have tried to do research on both but can't seem to find a side by side comparison anywhere. Which is more preferable for a property in Atlanta?
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