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Tutorials2026-04-16

Build a Baseball Betting Odds Application

Create an odds comparison tool with moneyline, run line, and totals from multiple bookmakers.

What You'll Build

A baseball odds application that displays pre-match betting lines from multiple bookmakers. Compare moneyline, run line (spread), and over/under totals to find the best value.

The Odds Endpoint

The /baseball/odds endpoint returns pre-match odds for games within a specified date range (max 5 days).

Understanding Baseball Odds

The API returns three main market types for baseball:

Moneyline

Pick the winner. Negative odds (-145) indicate favorite, positive (+125) indicate underdog.

  • -145: Bet $145 to win $100
  • +125: Bet $100 to win $125

Run Line (Spread)

Baseball's version of point spread, typically -1.5 or +1.5 runs.

  • Favorite -1.5: Must win by 2+ runs
  • Underdog +1.5: Can lose by 1 run and still cover

Totals (Over/Under)

Bet on combined runs scored by both teams.

  • Over 8.5: Combined score must be 9+ runs
  • Under 8.5: Combined score must be 8 or fewer runs

Response Structure

Each game includes odds from multiple bookmakers:

Building the Odds Comparison UI

Finding Best Odds

Highlight the best available odds across bookmakers:

Odds Movement Tracking

Track how odds change over time by storing historical snapshots:

Filtering and Sorting

  • Filter by date range (today, tomorrow, week)
  • Filter by league (MLB only, or include international)
  • Sort by game time, odds value, or line movement
  • Show only games with odds movement

Legal Considerations

Displaying odds is legal in most jurisdictions, but ensure you:

  • Include disclaimer about gambling age requirements
  • Don't facilitate actual betting transactions
  • Comply with local gambling advertising laws
  • Clearly state that odds are for informational purposes

Enhancement Ideas

  • Add implied probability calculator
  • Show expected value (EV) calculations
  • Integrate with team stats for analysis
  • Push notifications for significant line movements
  • Historical odds accuracy tracking