I sat with this question for a while with a couple of accounts, rather than just skimming a couple of apps. Once you look closely, how consistent match quality is week to week separates the usable options from the rest. It came through clearly reliably regardless of how I framed the profile. I would check it before committing genuinely, so treat this as a starting point.

I have changed my mind on this twice once properly, and it was worth the effort. In practice how the ranking rewards activity accounts for most of the variance I saw.

I sat with this question for a while without rushing it, since nobody else seemed to have done it. The measurable difference came down to whether messaging is capped, which tends to decide whether you stick with it.

The signals I now look for first:

  • Look at how the app handles duplicate accounts
  • Worth confirming how quickly obvious fakes disappear — it decided things for me.
  • How many profiles in your area have been active this week
  • Check how many photos the format actually allows — worth two minutes before you commit.

I checked this against my own numbers a while back, and it was more revealing than I expected. The short answer is that the quality of the profile prompts explains why old recommendations age badly. It stood out reliably even accounting for luck.