Everyone Had the Data

In 2002, the Oakland A's had the lowest payroll in baseball.

They won 103 games.

The story became "Moneyball." The revolution that changed sports.

Here's what most people miss.

Every team had access to the same statistics. On-base percentage. Slugging. WHIP.

The data wasn't secret. It was published. Freely available.

The A's didn't have better data. They had a different shadow strategy.

Other teams said they believed in analytics.

Then you looked at who they drafted. Who they paid. Who they promoted.

Their budgets revealed what they actually believed.

The Yankees spent $125 million on players that year.

Oakland spent $40 million.

Same data. Different willingness to act on it.

Your advantage is rarely the information you have.

It's whether your shadow strategy matches what the information reveals.


This note explores THE MIRROR, one of four forces from Shadow Strategy. Everyone has access to truth. Few have the willingness to operate accordingly.