PayDirt Props
PAYDIRT METHODOLOGY

Current information. Learned analytics. Clear context.

PayDirt provides the strongest current prediction from the information and learned analytics available at the time of the update.

Research and analytics only. Information, lineups, conditions, and markets can change.

01 · INGEST

Use the current slate

PayDirt refreshes available lineups, roles, schedules, opponent context, weather, and sportsbook prices. A missing or stale source stays visible as a hold reason.

02 · EVALUATE

Score the evidence

Sport-specific models combine the available inputs with learned historical signals. A model score is research context, not a promise or an outcome.

03 · QUALIFY

Protect the decision

MLB requires a confirmed lineup, fresh attributable price, sufficient data quality, and research threshold. NFL requires a future kickoff, current price, verified role, player availability, and TD threshold.

STATUS LANGUAGE

How to read the board

StatusMeaning
RESEARCH ONLYUseful current context is available, but a required pregame input is incomplete or stale.
READY FOR REVIEWThe current evidence meets the automated quality gate. Review the player-level context and current sportsbook price.
HELDPayDirt withholds automatic publishing because the data does not meet its standard.
PREGAME SNAPSHOTThe game has started; prices and readiness are no longer treated as current.
LEARNING LOOP

Improve from recorded evidence

Open results →

Each published decision is evaluated with its pregame snapshot, later market movement, and settled outcome. Model changes are compared by version and only adopted after sufficient observed coverage.