How Prop Lab works, start to finish.

Prop Lab is a research tool for NFL player props. It pulls together a statistical model, a written AI analysis of each prop, matchup and team context, and every line move since the number opened. It's built to organize research, and it doesn't take bets.

Prop Lab gathers the raw information first: usage, recent production, matchup, availability, weather, expected game flow, and where the line has moved since it opened. That runs through the model, then goes to the AI as the same structured packet for every prop, so nothing gets a closer look just because it's a bigger name. What comes back is a research label, not a guarantee, and it can change during the week as the inputs do.

No. It shows you lines, odds, movement, and the evidence behind a prop, and then the decision is yours. It doesn't take wagers, hold money, or connect to a sportsbook account, and nothing on the site guarantees a result.

Prop Lab covers 12 NFL player prop markets across passing, rushing, receiving, and combo stats: passing yards, passing touchdowns, passing attempts, completions, interceptions, rushing yards, rushing attempts, receiving yards, receptions, targets, pass plus rush yards, and rush plus receiving yards.

The market lean is the side sportsbook consensus prices favor, and the probability beside it is the sportsbooks’ own number with the vig removed. Our projection sits next to it as the Projection Gap, the distance between the projection and the line in the prop’s own unit. The AI Pick is a separate read on the same prop that weighs how well the signals agree against what’s actually happening on the field, and it comes with an AI Confidence: Strong Take, Take, Lean, or Pass. No validated model edge is claimed on top of the market price.

You can read how Prop Lab works, what NFL player props are, and which markets it covers without signing in. The props board, the research workspace, Player Stats, Team Stats, and the Watchlist all sit behind a free account.