A scene from Moneyball 2011
Peter Brand

[Pointing to numbers on a white board]

Using this equation in the upper left... I'm projecting that we need to win at least 99 games... in order to make it to the postseason. We need to score at least 814 runs in order to win those games... and allow no more than 645 runs. [Pulls out code from a computer]

Billy Beane

What's this?

Peter Brand

This is a code that I've written for our year-to-year projections. This is building in the intelligence that we have to project players.

Billy Beane

Okay.

Peter Brand

It's about getting things down to one number. Using the stats the way we read them... we'll find value in players that nobody else can see. People are overlooked... for a variety of biased reasons and perceived flaws. Age, appearance, personality. Bill James and mathematics cut straight through that. Billy, of the 20,000 notable players for us to consider, I believe that there is a championship team... of 25 people that we can afford, because everyone else in baseball undervalues them. Like.... an island of misfit toys. [Pulls up a player's statistics] Billy, this is Chad Bradford. He's a relief pitcher. He is one of the most undervalued players in baseball. His defect is that he throws funny. Nobody in the big leagues cares about him because he looks funny. This guy could be not just the best pitcher in our pen... but one of the most effective relief pitchers in all baseball. This guy should cost $3 million a year. We can get him for $237,000.

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