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NFL Week 7 Predictions — 2026
Every game of NFL Week 7 (2026), with the market line, the best available odds across the sportsbooks we compare, and our AI model's read on each matchup. Our official selections come from a precise model-vs-market window — a strategy tested out-of-sample over six seasons (2020-2025) — always at the best price we can find. Full transparency: our entire settled trends journal is public, wins and losses alike.
See our public NFL trends journal →All 14 games this week
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How our NFL model works
Model-vs-market window
The market overreacts to narratives and star names. Our model isolates a precise model-vs-market window on the spread — the zone that held up over six seasons of walk-forward testing as a whole (not every season).
Best offer, several books
The price is the biggest lever in NFL betting. Every pick is shopped across the sportsbooks we compare, line and price weighed by expected value — half a point on a key number (3, 7) is worth a lot.
Validated out-of-sample
The model is retrained on rolling seasons and tested on data it never saw. We don't chase last week's variance — we bet a process that held up over years, not a hot streak.
Total transparency
Every settled trend is published — winners and losers — and the raw data is downloadable. No cherry-picking, no deleted history.
NFL predictions — FAQ
How does ProbWin generate its NFL predictions?
A machine-learning model (gradient boosting) trained on rolling NFL seasons and tested out-of-sample, combined with multi-book line shopping. Official selections come from a precise model-vs-market window, the zone that held up across six seasons of out-of-sample backtesting as a whole.
Do you show your losing bets?
Yes. Our entire settled trends journal is public — every result, winning and losing — and the raw pick log is downloadable. Fewer than 12% of prediction sites publish a complete, login-free settled log; we do.
Are the picks free?
The analysis of every game is public. The official selection (side and price) is for subscribers — a 7-day free trial, no card required, unlocks every pick.
When are the week's predictions published?
Before kickoff of each game. Lines and analysis fill in through the week as odds firm up.