SwooLabBeta

Learn from experience.

SwooLab uses a neural network trained from scratch by playing millions of games of Star Wars: Unlimited against itself. Inspired by AlphaZero, it learns to play using only the rules.

Play a game Read the analysis

Free, no account required. Runs on desktop and mobile.

Recent updates

Prerelease simulator, full set coverage, and a new model

  • New Sealed: open six Homeworlds packs, build a deck, and play a Swiss event against seven AI opponents, whose decks come from a thousand simulated pools.
  • New Every released set is playable, from Spark of Rebellion through Homeworlds.
  • New Build and edit decks in the new deck editor, and save and reuse them.
  • Improved A new AI model, trained across the full card pool.
  • Improved A more detailed game log, card previews that list the effects a card has gained or lost, and new token icons.

What is SwooLab?

A complete Star Wars: Unlimited rules engine, an AI trained to play it, and the analysis that comes out of simulating millions of games.

  • Play Fast

    Designed for rapid play against a strong opponent, meant for getting reps in quickly.

  • Evaluate

    A live win probability, so you can see which move swung the game and by how much.

  • Observe

    While the AI can't see your hand, you can reveal all hidden cards whenever you want, to better understand your opponent's decisions.

  • Review

    Step back through any action in the log and play the line differently from there.

  • Replay

    Every game is a shareable replay: the decks, the shuffle, and each action taken.

  • Analyze

    Matchup win rates on the blog, generated from millions of games the AI played against itself.