NBA Live Data Simulator

10,000-run Monte Carlo • Spread • Moneyline • Total • Player props inputs

Live schedule/scores via ESPN public scoreboard. Sportsbook odds are requested securely through your Cloudflare Worker.

1. Load today's NBA games

Ready to load the ESPN scoreboard. Internet access is required.

2. Matchup & projections

Select a game above to fill team names. Enter or adjust your own expected scores and variability; scoreboard data alone is not a pregame projection.
American odds: enter -110 or 125 (for +125). Sportsbook odds are loaded through the configured Cloudflare Worker.
Ready to simulate.

3. Sportsbook odds connection

Odds are requested through your Cloudflare Worker. Your API key stays stored in Cloudflare and should not be pasted into this page.
The free scoreboard feed does not include reliable pregame player props, injury reports, or advanced team ratings. Those require a separate data provider/feed.

Data & limitations

The live scoreboard is fetched from ESPN's public site API when you press Load/Refresh. It shows current schedule, status and scores where available. It does not automatically establish fair pregame projections. The simulation uses normal-distribution score noise and is a baseline model, not a validated betting edge. Player props are not live-connected in this version. Never share API keys in chat; paste them only into the password field on a trusted device.