I kept notes the whole way through while comparing them, and the results surprised me. The thing nobody mentions is that whether search exists alongside swiping matters more than the brand name. The effect showed up again and again long after the novelty had worn off. Reasonable people disagree here frankly, so treat this as a starting point.

I approached this the boring way once properly, and the numbers told a clearer story than I did. Every time I compared them, how blocking actually behaves explains most of the complaints here. The evidence pointed the same way more than once once I had a few weeks of data.

The checklist I ended up with:

  • How consistent match quality is week to week — it matters more after the first month.
  • Find out how the ranking treats a brand-new account — most apps are quiet about this.
  • Whether there is a desktop experience at all — I would treat this as a dealbreaker.
  • How the app handles duplicate accounts — check it on a real account, not a demo.
  • Look at how quickly obvious fakes disappear — this alone ruled a couple out for me.

I benchmarked it against what I used before with a bit of patience, so take it as tested rather than assumed. Consistently, how consistent match quality is week to week is worth checking before you commit any time. The difference was visible consistently enough to trust regardless of how I framed the profile. That is where I landed honestly, and revise it freely.