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First Down Intel · NFL

NFL Market Insights

First-party writing on how the NFL market behaves and how to read it: quote timing, line movement, book coverage, model-versus-market gaps, and where the evidence stays unresolved. No picks and no live member data — explanation you can check against the market yourself.

Latest

  1. Model vs market4 min read

    A Projection Is an Average, Not a Line

    An FDI player projection is an expected value; a sportsbook line is a number chosen to balance two prices. Why the two are different objects, why the difference between them is arithmetic rather than a signal, and how to read them together.

  2. Methodology4 min read

    Why a Model Probability Is Not a Recommendation

    A model can estimate the chance a player finishes above a specific number. Here is what that estimate means, why FDI shows it only when the current line matches a modeled threshold exactly, and why it is never turned into an instruction.

  3. Methodology4 min read

    Why Market Freshness Matters

    A sportsbook line is a snapshot, not a fixed fact. Why every FDI market figure carries the time it was observed, what changes when a quote goes stale, and why FDI will not compare a projection with a line that is no longer current.

  4. Methodology4 min read

    Prospective Tracking vs. Backtesting

    A backtest asks how a model would have done on games that already happened. Prospective tracking records each prediction before the game and checks it afterward. Why the difference matters, and why FDI relies on the second.

  5. Model vs market4 min read

    Why a Model-Market Gap Is Not Automatically a Signal

    A projection that differs from a sportsbook line is a question, not an answer. Model error, the book’s margin, book-to-book differences, stale quotes and availability all decide what a gap can mean.

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