This question came up recently and I realized I didn't have a solid answer — hoping you do. Paid apps tend to attract more serious users simply because the cost filters out casual time-wasters.
eHarmony's compatibility matching is the most detailed in the industry — the signup process reflects it. Match.com is still considered the gold standard for serious relationship seeking despite the cost.
Traditional dating websites with long-form profiles attract a more serious and committed user base.