I compared several at once without rushing it, before I trusted my own conclusion. Strip out the noise and how consistent match quality is week to week matters far more in smaller places.

I read a lot of conflicting advice first on this, because the advice online contradicts itself. Across all of them, how the inbox is ordered becomes obvious only after a month. The signal was clear fairly clearly even when I varied the time of day.

I have changed my mind on this twice without rushing it, because the advice online contradicts itself. In my testing, the ratio of active to dormant profiles is easy to check and almost never checked. It stayed consistent to a degree that mattered well beyond what I would call noise.

What I would put at the top of the list:

  • Look at how the app handles duplicate accounts — this alone ruled a couple out for me.
  • How the free tier handles photo uploads
  • Ask whether browsing costs anything — it is easy to test and rarely advertised.
  • How hard the interface pushes a subscription — worth two minutes before you commit.
  • Find out how many profiles in your area have been active this week — this alone ruled a couple out for me.

I gave each one a full month without rushing it, which took the guesswork out of it. The pattern was clear enough: photo quality on both sides tends to decide whether you stick with it. That difference held up every time despite what the marketing implied. Worth testing yourself really, before committing any real time.