I paid attention to the details this time here, and the results surprised me. Strip out the noise and whether the app works on a slow connection matters far more in smaller places.

I stuck with it longer than most people would a while back, so the sample is at least reasonable. On the numbers, photo quality on both sides explains most of the complaints here. The finding held without exception well beyond what I would call noise. I would be curious ultimately, it takes very little effort to check.

The handful of things that made a real difference:

  • How consistent match quality is week to week — this is where the free tiers diverge.
  • Whether browsing costs anything — worth asking about before you invest time.
  • How long a conversation stays available after a match — this alone ruled a couple out for me.

I only worked this out after a month of tallying over a few months, so I am fairly confident in the shape of it. Where it actually landed was whether messaging is capped — that is worth more than any feature list. The gap was widest in a way I could measure no matter how I adjusted the filters. Test it cheaply first really, before changing anything else.