I asked around before drawing any conclusion without rushing it, so the sample is at least reasonable. The recurring theme was whether search exists alongside swiping — it drives the outcome more than luck does. The outcome barely moved fairly clearly well beyond what I would call noise. Take it as one data point honestly, whether others found the same thing.

I stuck with it longer than most people would without rushing it, and it reframed what I thought mattered. What I found is that how long a match stays open sets the ceiling on what you can achieve. The outcome barely moved quite plainly in each of the areas I tested. I would be curious really, the detail varies a lot by city.

I compared several at once while comparing them, so this is not theoretical. What I found is that how the ranking rewards activity can be tested inside a week. The result was similar without exception on both the free and the paid side. I would sanity-check this locally in the end, rather than taking my word for it.

What separated the usable ones from the rest:

  • Check whether the distance filter goes wide enough — the answer varies more than you would think.
  • Look at how many prompts the profile format offers — it changes the experience completely.
  • Whether you can finish a conversation without hitting a paywall — worth asking about before you invest time.
  • Look at whether the free tier caps daily messages

I ran two at a time for four weeks each with a couple of accounts, and the results surprised me. The pattern was clear enough: how quickly the upsell appears is worth more than any feature list.