I approached this the boring way while comparing them, and a few things became obvious quickly. Strip out the noise and whether notifications can be tuned accounts for most of the variance I saw. It was true fairly clearly no matter how I adjusted the filters. Not universal advice for what it is worth, and revise it freely.

I stuck with it longer than most people would with a couple of accounts, because the advice online contradicts itself. What kept coming up was the honesty of the pricing page, which moves the numbers more than anything else. The effect showed up in a way I could measure despite what the marketing implied.

Practical things worth verifying early:

  • Whether photos are checked before they go live — the answer varies more than you would think.
  • Whether there is any verification step at all — worth asking about before you invest time.
  • Ask whether the filters narrow by anything that matters — the answer varies more than you would think.
  • Look at how long a conversation stays available after a match — it changes the experience completely.
  • Check whether the app shows when a profile was last online — worth two minutes before you commit.

I asked around before drawing any conclusion in my own time, and it was more revealing than I expected. Strip out the noise and photo quality on both sides matters far more in smaller places. The same thing happened again and again when I compared like for like. Happy to be argued with really, and I would not pretend otherwise.