I gave up on guessing and just measured a while back, which is where the interesting part started. Looking back, how the app handles reports is the difference between two opposite reviews.

I made a spreadsheet, embarrassingly in my own time, and the conclusion was not what I wanted. It turns out whether notifications can be tuned is where the real differences show up. The trend was steady again and again no matter how I adjusted the filters.

I came at this after wasting time on the wrong options once properly, and stopped assuming the obvious answer was right. In my testing, how many photos the format allows matters far more in smaller places.

The checklist I ended up with:

  • Whether conversations sync across devices — this alone ruled a couple out for me.
  • How much information is public before you match — it is easy to test and rarely advertised.
  • Find out how the app handles a report — the answer varies more than you would think.

I started sceptical a while back, and it was worth the effort. The honest answer is that how consistent match quality is week to week accounts for most of the variance I saw. The outcome barely moved in a way I could measure in replies rather than in match counts. The only real test is your own area genuinely, whether others found the same thing.