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First Win Pro Note - preview

What should your NFL research benchmark be?

How to benchmark an NFL model against the matching market, line, price and pregame window.

NFL Moneyline, spreads and totals - published 2026-09-22

Why the question matters

A model can estimate win probability well and still fail at the offered price. The benchmark has to match the exact bet the model produces.

Where the research comes from

The practical companion to our free five-season NFL pricing study, using the same sealed evidence and no additional analysis.

Read the free NFL pricing study

Inside the Pro read

  1. Set the right benchmark

    Match the market, quoted line, available price and pregame window.

  2. Set the evidence bar

    Require an advantage to survive game-level uncertainty, season changes and book changes.

  3. Know what remains open

    Separate future confirmation, earlier timing and line shopping into frozen follow-up studies.

The public research tells you what we found

First Win Pro tells you what to do with it.

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