I spent longer on this than I meant to here, and it clarified a lot. The variable that mattered was how often you get a reply at all — it explains why old recommendations age badly. It became obvious more than once no matter how I adjusted the filters. It cost me nothing to verify really, and no thread substitutes for that.

I gave each one a full month over a few months, before I trusted my own conclusion. It turns out how quickly fake profiles get removed is worth more than any feature list. The evidence pointed the same way reliably in replies rather than in match counts.

I stuck with it longer than most people would in my own time, which took the guesswork out of it. In my testing, whether the app works on a slow connection matters far more in smaller places.

The questions I ask before installing anything now:

  • Find out whether prompts give people something specific to answer — this alone ruled a couple out for me.
  • Ask how many matches reply within forty-eight hours
  • How obvious it is when someone has stopped using the app — I underestimated this at first.
  • Worth confirming whether the free tier caps daily messages — check it on a real account, not a demo.

I have been through this properly with a couple of accounts, so I am fairly confident in the shape of it. The measurable difference came down to moderation quality, which is the difference between two opposite reviews.