Batting Average Success Model

A framework for understanding how to think about predictions and success rates, particularly in investing and business opportunities.

Core Success Rate Concept

  • 5-10% accuracy on predictions can be highly valuable if:
    • Predictions are non-consensus (others disagree)
    • Wins are significant when correct
  • Batting average analogy:
    • Baseball all-stars hit .300 (successful 1/3 of the time)
    • Predictions are much worse - 5-10% success rate is good
    • Quality over quantity - big wins matter more than frequency

Prediction Types and Outcomes

  • Pessimistic predictions:
    • Higher hit rate for being right
    • Less valuable when correct
    • "Pessimists get to be right"
  • Optimistic predictions:
    • Lower hit rate for being right
    • More valuable when correct
    • "Optimists get to be rich"

Keys to Capitalizing on Predictions

  • Need to act on insights when spotted
  • Common mistakes:
    • Identifying opportunities but not acting
    • Treating insights as interesting vs actionable
    • Waiting too long to capitalize
  • Success requires:
    • Converting "potential energy" to "kinetic energy"
    • Taking action when opportunities present themselves
    • Being willing to act on non-consensus views

Framework for Identifying Opportunities

  • Look for "strange behavior" that others dismiss
  • When seeing unusual patterns:
    • Don't label and write off
    • Lean in to understand why
    • Study why people are exhibiting that behavior
  • Pay attention when hearing about trends multiple times from credible sources
  • Focus on opportunities before they become consensus
SP

Shaan Puri

Host of MFM

Shaan Puri is the Chairman and Co-Founder of The Milk Road. He previously worked at Twitch as a Senior Director of Product, Mobile Gaming, and Emerging Markets. He also attended Duke University.

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