IMHO.

Games like RUBATO

Below are 20 hand-picked alternatives to RUBATO for fans of action, indie, adventure, ranked by imho.run's hybrid recommender. Each pick is scored on three signals: collaborative filtering across millions of Steam libraries (which players who logged hours in RUBATO also play), content overlap on genres, categories, and storefront tags, and review-mined "vibe" embeddings that catch tonal similarity even when the genre label differs. Sections below cover closest matches, reviewer cross-mentions, and Steam Deck–friendly options. No login required — these picks work anchor-only.

About RUBATO: RUBATO, an experimental, 2D physics-based take on the collect-a-thon genre!

2026ActionIndieAdventureRPG19.99 USDDeck VerifiedWindowsby dconn
RUBATO — Steam game cover
Players highlight
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Players who liked RUBATO also play

Ranked by collaborative filtering across millions of Steam libraries plus content overlap on genres, tags, and developers.

  1. 1
    Dungeon Gals — Steam game cover

    Dungeon Gals

    Top pick for RUBATO fans by collaborative filtering across millions of Steam libraries. Shares Action and Indie with RUBATO.

    A small crisis control team has been summoned to help a civilization in the sky escape impending doom! Explore dungeons, solve puzzles, and find lots of treasure to help prepare yourself for incredible challenges!

    2026ActionIndieAdventure14.99 USDDeck VerifiedSteam ↗
  2. 2
    Lone Fungus: Melody of Spores — Steam game cover

    Lone Fungus: Melody of Spores

    Second-strongest match for RUBATO fans by collaborative filtering across millions of Steam libraries. Shares Action and Indie with RUBATO.

    Embark on a heartfelt Mushroomvania adventure through a vast and dense interconnected world! It's like a mix of retro and modern classics!

    2025ActionIndieAdventure19.99 USDDeck PlayableSteam ↗
  3. 3
    Starstruck: Hands of Time — Steam game cover

    Starstruck: Hands of Time

    Third-strongest match for RUBATO fans by collaborative filtering across millions of Steam libraries. Shares Action and Indie with RUBATO.

    Starstruck: Hands of Time is a story-rich rhythm adventure game where you play guitar and abuse time travel! Control a giant hand destroying a miniature town, or play as the two guitarist kids living in it. For extra fun, optionally plug in a Guitar Hero controller!

    2024ActionIndieAdventure19.99 USDDeck VerifiedSteam ↗
  4. 4
    stikir — Steam game cover

    stikir

    Ranked #4 for RUBATO fans by collaborative filtering across millions of Steam libraries. Shares Action and Indie with RUBATO.

    This game is about making this game.

    2019ActionIndieAdventure2.99 USDDeck VerifiedSteam ↗
  5. 5
    Supraworld — Steam game cover

    Supraworld

    Ranked #5 for RUBATO fans by collaborative filtering across millions of Steam libraries. Shares Action and Indie with RUBATO.

    Zero hand-holding. Dismantle this dense open-world of unconventional puzzles by thinking outside the box and exploiting every ability you discover. Solve mysteries hidden in plain sight where every piece of supposed decoration has a purpose.

    2025ActionIndieAdventure29.99 USDDeck VerifiedSteam ↗
  6. 6
    Manifold Garden — Steam game cover

    Manifold Garden

    Ranked #6 for RUBATO fans by collaborative filtering across millions of Steam libraries. Shares Indie and Adventure with RUBATO.

    Rediscover gravity and explore an Escher-esque world of impossible architecture. Witness infinity in first-person and master its rules to solve physics-defying puzzles. Cultivate a garden to open new paths forward, where an eternal expanse awaits.

    2020IndieAdventure19.99 USDDeck VerifiedSteam ↗
  7. 7
    Constance — Steam game cover

    Constance

    Ranked #7 for RUBATO fans by collaborative filtering across millions of Steam libraries. Shares Action and Indie with RUBATO.

    Constance is a 2D hand-drawn action adventure featuring a paintbrush-wielding artist, striving to escape from a colorful but decaying inner-world, created by her declining mental health.

    2025ActionIndieAdventure19.99 USDDeck VerifiedSteam ↗
  8. 8
    Supraland — Steam game cover

    Supraland

    Ranked #8 for RUBATO fans by collaborative filtering across millions of Steam libraries. Shares Action and Indie with RUBATO.

    Try the demo! A mix between Portal, Zelda and Metroid. Exploration, puzzles, terrible combat, secret upgrades and new abilities that help you reach new places. Playtime 12-25h.

    2019ActionIndieAdventure19.99 USDSteam ↗

Reviewers mention these as similar to RUBATO

Surfaced from review text: when other players write 'if you liked X, try Y', we catch the name and resolve it back to a Steam game.

  1. 1
    Undertale — Steam game cover

    Undertale

    Reviewers of RUBATO cross-mention this title as a similar play. Shares Indie and RPG with RUBATO.

    UNDERTALE! The RPG game where you don't have to destroy anyone.

    2015IndieRPG9.99 USDDeck PlayableSteam ↗
  2. 2
    Evangeline™ — Steam game cover

    Evangeline™

    Reviewers of RUBATO cross-mention this title as a similar play. Shares Indie with RUBATO.

    Evangeline™ is a short first person experience (FPX) where color guides you through the world. At the end, you have to ask yourself one simple question: If you could make one last call to a loved one, what would you say?

    2017Indie7.99 USDSteam ↗
  3. 3
    OMORI — Steam game cover

    OMORI

    Reviewers of RUBATO cross-mention this title as a similar play. Shares Indie and Adventure with RUBATO.

    Explore a strange world full of colorful friends and foes. When the time comes, the path you’ve chosen will determine your fate... and perhaps the fate of others as well.

    2020IndieAdventureRPG19.99 USDDeck PlayableSteam ↗
  4. 4
    In Stars And Time — Steam game cover

    In Stars And Time

    Reviewers of RUBATO cross-mention this title as a similar play. Shares RPG with RUBATO.

    Live with the ever-present burden of being trapped in a time loop only you can know about in this turn-based RPG. Create a better future for you and your friends. Find hope where there is none left. Pray to the stars and free yourself from time.

    2023RPG19.99 USDDeck VerifiedSteam ↗
  5. 5
    moon: Remix RPG Adventure — Steam game cover

    moon: Remix RPG Adventure

    Reviewers of RUBATO cross-mention this title as a similar play. Shares Adventure and RPG with RUBATO.

    Don't be a hero. Experience the love. Experience moon. moon is an anti-RPG steeped in story and character, mood and music.

    2021AdventureRPG13.29 USDDeck VerifiedSteam ↗
  6. 6
    UNBEATABLE — Steam game cover

    UNBEATABLE

    Reviewers of RUBATO cross-mention this title as a similar play. Shares Adventure with RUBATO.

    UNBEATABLE is a rhythm adventure where music is illegal and you do crimes. Follow the story of Beat and her band on the run, in a narrative experience full of big emotions powered by arcade-flawless rhythm gameplay.

    2025Adventure27.99 USDDeck PlayableSteam ↗

Plays great on Steam Deck

Valve-Verified or Playable picks from the similar pool — ready to go on Deck out of the box.

  1. 1
    Dungeon Gals — Steam game cover

    Dungeon Gals

    Deck Verified — runs on Steam Deck out of the box. Shares Action and Indie with RUBATO.

    A small crisis control team has been summoned to help a civilization in the sky escape impending doom! Explore dungeons, solve puzzles, and find lots of treasure to help prepare yourself for incredible challenges!

    2026ActionIndieAdventure14.99 USDDeck VerifiedSteam ↗
  2. 2
    Starstruck: Hands of Time — Steam game cover

    Starstruck: Hands of Time

    Deck Verified — runs on Steam Deck out of the box. Shares Action and Indie with RUBATO.

    Starstruck: Hands of Time is a story-rich rhythm adventure game where you play guitar and abuse time travel! Control a giant hand destroying a miniature town, or play as the two guitarist kids living in it. For extra fun, optionally plug in a Guitar Hero controller!

    2024ActionIndieAdventure19.99 USDDeck VerifiedSteam ↗
  3. 3
    stikir — Steam game cover

    stikir

    Deck Verified — runs on Steam Deck out of the box. Shares Action and Indie with RUBATO.

    This game is about making this game.

    2019ActionIndieAdventure2.99 USDDeck VerifiedSteam ↗
  4. 4
    Supraworld — Steam game cover

    Supraworld

    Deck Verified — runs on Steam Deck out of the box. Shares Action and Indie with RUBATO.

    Zero hand-holding. Dismantle this dense open-world of unconventional puzzles by thinking outside the box and exploiting every ability you discover. Solve mysteries hidden in plain sight where every piece of supposed decoration has a purpose.

    2025ActionIndieAdventure29.99 USDDeck VerifiedSteam ↗
  5. 5
    Manifold Garden — Steam game cover

    Manifold Garden

    Deck Verified — runs on Steam Deck out of the box. Shares Indie and Adventure with RUBATO.

    Rediscover gravity and explore an Escher-esque world of impossible architecture. Witness infinity in first-person and master its rules to solve physics-defying puzzles. Cultivate a garden to open new paths forward, where an eternal expanse awaits.

    2020IndieAdventure19.99 USDDeck VerifiedSteam ↗
  6. 6
    Constance — Steam game cover

    Constance

    Deck Verified — runs on Steam Deck out of the box. Shares Action and Indie with RUBATO.

    Constance is a 2D hand-drawn action adventure featuring a paintbrush-wielding artist, striving to escape from a colorful but decaying inner-world, created by her declining mental health.

    2025ActionIndieAdventure19.99 USDDeck VerifiedSteam ↗

Frequently asked about RUBATO

Is RUBATO verified for Steam Deck?
Yes — RUBATO is Steam Deck Verified, meaning Valve has confirmed it runs well on the Deck with full controller, text legibility, and default configuration support.
How much does RUBATO cost?
RUBATO is listed on Steam at 19.99 USD (current store price; Steam sales may reduce this temporarily).
What games are most similar to RUBATO?
Based on Steam play patterns and shared genres/tags, the games most often recommended alongside RUBATO are Dungeon Gals, Lone Fungus: Melody of Spores, Starstruck: Hands of Time.
Who developed RUBATO?
RUBATO was developed by dconn.

imho.run ranks Steam game alternatives using a mix of collaborative filtering (ALS / iALS / EASE / LightGCN), content scoring over genres, categories, Steam tags, developers, and publishers, plus AI-extracted vibes mined from review text. The page above is generated in seed mode anchored on RUBATO.

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