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Knowledge Base

Knowledge Base

The definitive knowledge base for the prediction market ecosystem. A curated collection of guides and insights for everyone from beginners to market veterans.

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Hollywood Stock Exchange

Play-money entertainment markets that still produced notable signals.

The Hollywood Stock Exchange (HSX) is a well-known play-money prediction market focused on entertainment outcomes. It demonstrated that even without real-money payouts, markets can produce surprisingly accurate forecasts when participants are motivated by status, competition, and fun.


What It Was

HSX let users trade fictional stocks tied to movies, actors, and awards outcomes. Participants could buy and sell based on expectations about box office performance and award wins.


How It Worked

Instead of real money, HSX used virtual currency and game-like incentives. The core market mechanism remained the same: participants express beliefs through trades, and prices summarize crowd expectations.


Why It Matters

HSX is often cited because it correctly anticipated many Oscar outcomes and nominations in certain years. It became a popular example of the “wisdom of crowds” applied to pop culture forecasting.


Lessons for Modern Platforms

  • Incentives do not have to be financial to produce signal, but financial incentives usually sharpen it.
  • Entertainment markets can be information-rich but also leak-driven.
  • Narrative momentum can move prices even when data is thin.

Key Takeaways

  • HSX showed prediction market mechanics can work in a game format.
  • Entertainment forecasting can be surprisingly accurate when crowds are engaged.
  • Not all markets need real money, but real money tends to reduce noise.