How we pick your top 5

A full walkthrough of the query behind the Find top 5 button — which filters do what, what we quietly exclude, and how to fix a search that returns nothing.

Every recommendation on this site comes from one database query. There is no machine learning, no personalisation, and no sponsored slot. Here is exactly what happens when you press Find top 5.

Only the filters you actually set

The five dropdowns all default to Any, and an untouched dropdown adds nothing to the query. Leaving Genre alone does not mean “all genres are equally weighted” — it means the genre condition is simply never written. This matters more than it sounds: each filter you add makes the pool smaller, so the fastest way to get better results is usually to set fewer filters, not more.

What each filter does

Filter What it checks
Genre The game holds a rank in that category
Min players The game needs at least that many players
Max players The game supports at most that many players
Age The publisher’s recommended minimum age is at least your pick
Experience The community complexity score falls in the matching band

Experience is the one worth spelling out, because “beginner” is doing real work here. Every game carries a community complexity score from 1 to 5, rated by the players themselves, and we split that scale into three bands:

That is a blunt instrument, and we know it. A 1.9 and a 2.1 are the same game night. But it separates Azul from Twilight Imperium reliably, which is what the filter is for.

Two rules that always apply

Whatever you select, two conditions are added to every search:

  1. No expansions. You are looking for something to play, not an add-on to a base game you might not own. Expansions are excluded even when they are rated higher than the game they extend — which they often are, because only people who already love a game buy its expansion.
  2. At least 100 ratings. Below that threshold, average ratings are noise. A 9.4 from fourteen people tells you a designer has fourteen friends.

Both rules remove genuinely good games. The trade is deliberate: a shortlist you can trust at a glance beats a longer one you have to audit.

Then we sort

What survives is ordered by average community rating, highest first, and we hand you the top five. Next 5 walks further down the same ranked list rather than running a new search, so the ordering stays stable as you page through.

When you get nothing back

An empty result is almost always a contradiction rather than a gap in the catalogue. The usual culprits, in order:

Loosen the strictest filter first, then re-run. Two well-chosen filters will nearly always serve you better than five.

Put it into practice.

Find your next game