StatChecker

Open source · MIT License

StatChecker is now open source.

StatChecker is a betting research app for player props. Choose a player, a stat and a line, and it shows how often that player cleared the line in past games, filtered to the situations you care about, with every game behind the number. The NBA and AFL versions are free to fork, run and change.

Fork the NBA repoFork the AFL repo

NBA

statchecker-nba

Player prop and same-game parlay research for basketball.

  • Hit rates for points, rebounds, assists, threes and combos at any line
  • Same-game parlay history: how often every leg landed together
  • Filters for season, opponent, home or away, rest and game type
  • Uplift comparisons, adjustable weights and break-even odds
View and fork on GitHubAPI-Sports NBA docs

AFL

statchecker-afl

Player stat and same-game multi research for Australian football.

  • Hit rates for disposals, goals, marks, tackles and more at any line
  • Same-game multis and a multi builder across games
  • Filters for opponent, venue, home or away, season, rest days and time of day
  • Match context: travel distance and turnaround between games
View and fork on GitHubAPI-Sports AFL docs

How it works

  1. Step 1

    Fork the repo

    Pick NBA or AFL and fork it on GitHub. You get the full app: a FastAPI backend, a Next.js frontend and the database schema.

  2. Step 2

    Connect your data source

    The repos ship with no data. We recommend API-Sports: add your key and the included scripts load players, games and box scores for you. Prefer another source? Load it into the documented schema.

  3. Step 3

    Start searching

    Run the backend and frontend, pick a player and a line, and see how often they cleared it, with every game behind the number.

  4. Step 4

    Make it your own

    Change the filters, add stats, restyle it or build new tools. Each repo includes prompts for an AI coding assistant to help with setup and changes.

Bring your own data

No sports data is included. Each repo documents the exact tables and fields the app reads, provides loading scripts and lists AI prompts to help you get set up. We recommend API-Sports for player and game data. Check your provider's terms for how you can use their data.

MIT licensed

Use it, change it, host it or build something new on top of it, for personal or commercial projects. Keep the license notice in your copy. The software comes as is, with no warranty.

Questions? Let's connect.

Happy to help with setup, ideas or anything you build on top of StatChecker. Email dpage.email@gmail.com or connect with me on LinkedIn.

Historical results describe past games only. They are not predictions or betting advice. Please bet responsibly.