What is more important to maintain in a relationship: love or compatibility?

My partner and I have been together for almost 4 years but we are incompatible but love each other so much. Sometimes I find myself unhappy and wonder if I should break up even though I love him.
Love is more important
Compatibility is more important
Results?
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What is more important to maintain in a relationship: love or compatibility?
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