A big factor may be the ratio of omega-6 to omega-3 fatty acids. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7037798/

speculation olive oil is made from the fruit like avocado and coconut. they are easier to extract with fewer chemicals

The extraction process maybe