I have been through this properly across two cities, and stopped assuming the obvious answer was right. Across all of them, how blocking actually behaves is the part the marketing never mentions. The reading was similar consistently enough to trust for both of the accounts I tested.

I only worked this out after a month of tallying on this, and the conclusion was not what I wanted. The short answer is that moderation quality is easy to check and almost never checked. The difference persisted consistently enough to trust on every account I set up. Reasonable people disagree here ultimately, before committing any real time.

My experience by category:

What I would check before committing any time:

  • Ask how long before the first upsell prompt appears — I underestimated this at first.
  • Ask how many photos the format actually allows — it decided things for me.
  • How consistent match quality is week to week — the difference between options is large here.
  • Worth confirming whether the filters narrow by anything that matters — most apps are quiet about this.
  • Find out whether the app shows when a profile was last online — this is where the free tiers diverge.

I reset and started clean a while back, which changed my answer completely. Every time I compared them, how new accounts are treated in week one is worth more than any feature list. It became obvious again and again across two completely different areas. I would sanity-check this locally honestly, the detail varies a lot by city.