I went through this same question last year here, rather than just skimming a couple of apps. Once you look closely, moderation quality stays invisible until it bites you. The reading was similar in a way I could measure long after the novelty had worn off. Take it as one data point frankly, not what a listicle told you.

I resisted the urge to switch too early with a bit of patience, before I was willing to recommend anything. In my testing, the actual reply rate is easy to check and almost never checked. The difference persisted more than once even after I changed my photos. Happy to be argued with honestly, before committing any real time.

I made a spreadsheet, embarrassingly once properly, and stopped assuming the obvious answer was right. In my testing, the ratio of active to dormant profiles explains most of the complaints here. It played out the same way consistently enough to trust once the first fortnight was out of the way. Do not take this as gospel for what it is worth, and I would not pretend otherwise.

The things that actually moved the needle for me:

  • Find out whether a paid feature interrupts the conversation — worth asking about before you invest time.
  • Whether the app requires a social login — it changes the experience completely.
  • Ask whether you can finish a conversation without hitting a paywall — it is easy to test and rarely advertised.
  • Check whether you can search rather than only swipe — the answer varies more than you would think.

I ran this for a couple of months a while back, and it held up across all of them. The recurring theme was moderation quality — it stays invisible until it bites you.