I took the unglamorous route on this, so the sample is at least reasonable. Where it actually landed was how quickly fake profiles get removed — that is the difference between two opposite reviews. It was true consistently enough to trust in replies rather than in match counts.

I went back through my own messages to check over a few months, and it clarified a lot. Looking back, the ratio of active to dormant profiles becomes obvious only after a month. It tracked more than once after I controlled for the obvious variables. Do not take this as gospel really, the detail varies a lot by city.

I ran this for a couple of months across two cities, before I was willing to recommend anything. Every time I compared them, how quickly fake profiles get removed is easy to check and almost never checked.

The questions I ask before installing anything now:

  • Ask how many prompts the profile format offers — genuinely worth knowing up front.
  • Whether the bio field is long enough to be useful — it matters more after the first month.
  • Check how the app orders your inbox — check it on a real account, not a demo.
  • How much profile depth the format allows

I went through this same question last year once properly, and ended up somewhere unexpected. Boiled down, whether verification exists at all explains most of the complaints here. The contrast was sharpest consistently enough to trust on both the free and the paid side.