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How PropDesk Works

We combine live market data from every major sportsbook with player statistics to surface the best available value on every prop.

Step 1 - Live Line Collection

Every time you load a prop market, PropDesk pulls real-time lines from up to 15+ U.S. sportsbooks simultaneously. This gives a true picture of where the market sits on every player, not just one book's opinion. We normalize all data so Over/Under lines and odds are directly comparable across every book.

Step 2 - Consensus Line

We calculate the consensus line - the median value across all books - for each player and side. The median is more robust than an average because it ignores outliers from a single sharp book moving early or a book offering a promotional number. Any book offering a line significantly different from consensus represents a potential edge.

Step 3 - Best Bet Selection

For each player we identify where the free points are. If five books have the Over at 25.5 but one offers it at 24.5, you are getting a full point of line value. When no line-shopping edge exists, we default to the side with the most favorable odds, minimizing the vig you pay.

Step 4 - Value Score (0 - 100)

Every prop receives a Value Score aggregating several market signals:

Line Shopping Edge
Free points the best available line gives you vs the market consensus.
Odds Quality
Whether the best available odds are plus-money, standard, or heavily juiced.
Vig / Juice
The lowest book overround. Lower vig means more money on the bet, not the house.
Market Coverage
How many books price the prop. More books equals more reliable consensus.
Line Agreement
High disagreement across books signals uncertainty in the market.
80 - 100
HOT
Strong market edge. Multiple signals aligning. Worth serious consideration.
65 - 79
GOOD
Solid value present. One or more meaningful edges identified.
48 - 64
FAIR
Some value but limited edge. Use alongside your own research.
32 - 47
WEAK
Thin or no market edge detected. Proceed with caution.
0 - 31
PASS
No meaningful edge. Heavy vig or tight consensus with no line value.

Step 5 - Player Statistics

When you click Analyze or Stats on a player, we pull live statistics from ESPN - season averages, playoff averages, and a game-by-game log for the last 10 games. We compare the player's season average and recent trend directly against the consensus prop line. Recent form is weighted because a player going Over in 4 of 5 recent games is a different situation than their season average suggests.

Step 6 - Parlay Builder

The parlay builder ranks every player by Value Score and selects the top legs. If you set a target odds number, it searches all possible combinations to find the one meeting or exceeding your target while keeping average value score as high as possible. Parlay odds are calculated mathematically by converting each leg to decimal odds, multiplying together, and converting back.

What We Do Not Do

  • We do not predict injuries, lineup changes, weather, or game-day news. Always check beat reporters before placing any bet.
  • We do not guarantee outcomes. Even a 90/100 value score is a market observation, not a prediction.
  • We do not factor in sharp money movement or steam - these are signals best used by experienced bettors separately.
  • Statistics are sourced from ESPN and may have a short delay. Always confirm lines directly on your sportsbook before placing a bet.

PropDesk is a data analysis tool, not a financial advisory service. All information is for informational and entertainment purposes only. Nothing on this platform constitutes financial, legal, or investment advice.

Not Financial Advice

PropDesk displays publicly available sports betting odds and statistical data. Value Scores, Best Bet suggestions, analysis, and parlay recommendations are algorithmic outputs based on market data - not personalized financial advice. No one associated with PropDesk is a licensed financial advisor.

No Guarantee of Accuracy or Outcome

Sports betting inherently involves risk and uncertainty. Past performance of any statistical model does not guarantee future results. PropDesk makes no representation that any bet identified as high value will win. Always verify the current line directly on your sportsbook before placing any wager.

Age Requirement

Sports betting is only legal for individuals 21 years of age or older in most U.S. jurisdictions (18+ in some states). By using PropDesk, you confirm you are of legal gambling age in your jurisdiction and that sports betting is legal where you are located.

Responsible Gambling

Gambling should be entertainment, not a financial strategy. Never bet more than you can afford to lose. Free and confidential help is available 24/7.

No Liability

PropDesk and its creators accept no liability for any financial losses incurred as a result of using this tool. Use of PropDesk is entirely at your own risk.