Opportunity Over Past Stats

Opportunity Over Past Stats

What a player did last game matters less than what opportunity they have today.

The Restaurant Analogy

A chef can cook amazing meals. But:

• If the restaurant is closed → no meals served
• If they're limited to sandwiches → no fine dining
• If given full kitchen → masterpiece

Past performance ≠ future output. Opportunity does.

Past Stats Are Backward-Looking

When you see "Curry averages 26 points":

• Some games he had 35 minutes and usage
• Some games he had 28 minutes in a blowout
• Some games key teammates were out

Averages hide context.

Opportunity Is Forward-Looking

What matters today:

• Who's playing and who's out?
• What role does our player have?
• How's the game expected to flow?

The Opportunity Framework

1. Minutes - More time = more stats
2. Usage - More touches = more opportunity
3. Pace - Faster game = more possessions
4. Game script - Blowout = bench time

Example

Player X averages 15 points. But tonight:

• Top scorer on team is out
• His usage will spike 8%
• Extra 4 FGA expected
• Line is set at 14.5 points

This is opportunity the line doesn't reflect.

DMP Note

We analyze opportunity, not just history. Our projections account for who's playing, pace, and game script.

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Stop looking backward. The edge is in seeing what's about to happen.