Find your next Steam gamePersonalized recommendations built on your library, not the store’s sales agenda.
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Open Together →What is imho.run?
imho.run is a personalized Steam game recommender. Drop in a few favorites or sign in with Steam — no purchase, no subscription, no account required to start. It indexes 116k+ Steam games and ranks them against your taste using three signals: which Steam players with libraries like yours also play (collaborative filtering), which genres, tags, and developers overlap (content similarity), and what reviewers say the game actually feels like (AI-extracted gameplay vibes from reviews). Steam’s Discovery Queue rotates fresh and trending titles across the whole storefront; imho.run narrows that down to picks ranked specifically against your library. SteamSpy is great for popularity stats, SteamDB for browsing the raw catalogue — imho.run sits next to them as the personalized-ranking layer.
How does imho.run figure out my taste?
It reads the games you put hours into, the ones you bounced off, and the patterns it sees in millions of other libraries. Then it goes through player reviews — the actual vibes, not just the genre tag — to find games that feel like the ones you keep coming back to.
Which filters can I apply?
Solo or co-op. Free or paid. Hidden gems only. No indie. Steam Deck Verified or Playable. Only what runs on your OS. Stack as many as you want — the ranking you see is honest, not padded.
What are the three ways to get recommendations?
Anchor — name 1–3 games you love, see what else plays like them. No login. Swipe — one card at a time, swipe to teach it your taste on the fly. Library — sign in with Steam (or paste a SteamID) and let it rank the whole catalog against everything you own.
Why does imho.run show the reasons behind each pick?
Every pick comes with the receipts — the games it reminded us of, the tags and vibes that lined up, the players whose libraries look like yours. If a recommendation feels off, you can see exactly why it landed there.
FAQ
Do I need to log in?
Anchor mode works without an account — drop in a few favorites and go. Swipe Mode and Library use your playtime and swipes to sharpen the picks, so those need a Steam sign-in (or a SteamID).
Is my data shared?
imho.run only reads what your Steam profile already shows publicly. Your individual library and swipes stay private — we never sell personally identifiable data and we don’t run ad networks. We may share aggregated, anonymised usage statistics with research partners. See the privacy policy for details.
How is this different from Steam Discovery / SteamSpy?
Steam Discovery shows whatever the store wants to sell this week. SteamSpy just ranks games by popularity. imho.run looks at your library — and what people are actually saying in reviews — to point you at games you’d love, including the small ones the storefront tends to bury.