Player prop optimizer and research workflow

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Player prop data preview

Inspect a small public sample of available reference lines. These are source observations, not model selections or a promise of betting value.

The current feed preview loads with the app. Missing data is shown explicitly; coverage is not guaranteed.

Keep researching with one account

Available free

• Read this guide and use the public preview
• Browse public matchups and recorded free-pick results
• Use the free parlay calculator without an account

With membership

• Access membership-gated forecasts and analysis tools when available
• Review the covered markets before starting your trial
• Manage your subscription and cancellation from your account

Try membership for $1 for seven days, then $14.99/month.

Creating an account does not start billing. Eligible first-time customers choose the trial in Stripe checkout. Cancel before renewal to avoid the monthly charge.

Availability varies and some runs produce no picks. Research does not guarantee accuracy or profit. Review recorded results · 90-day service-fee refund terms. Refunds do not cover wagering losses.

Match the player, statistic and line exactly

Points, points plus assists, and points plus rebounds plus assists are different markets. Confirm the player's identity, team, opponent and game date. Then check whether the price refers to over or under and whether overtime is included.

A projection against 24.5 points cannot be copied unchanged to a 27.5-point line. Alternate lines change the outcome being estimated. A useful comparison preserves the exact line rather than showing only a player's name and a confidence label.

Distinguish a projection from the chance of going over

An average projection does not by itself give the probability of exceeding a line. Two players with the same average can have different variability, minutes risk and game-to-game distributions. Recent hit rates also depend on the chosen line and sample.

Check expected role, minutes or opportunities, opponent context and the source timestamp. If a required input is missing, the honest result is unavailable. A tool should not fill that gap with an invented projection.

Compare the price as well as the prediction

Illustrative example: an over at decimal 1.80 needs about 55.56% wins to break even; the same over at 2.00 needs 50%. A selection can look attractive at one price and unattractive at another even when the underlying estimate is unchanged.

Do not compare those prices as if they were identical when the lines, settlement rules or event differ. Confirm the current available offer independently. These numbers illustrate the arithmetic and are not a live player recommendation.

Use optimizer output as the start of a review

Open the member prop tool or Player Props browser for available research. Evaluate one candidate at a time and keep a record of the line, price and assumptions. Do not treat several correlated props from one game as independent evidence.

Premium access does not guarantee that every player or market has data. Membership is $1 for seven days, then $14.99 per month. Read the pricing and refund terms before joining; service-fee refunds do not reimburse bets.