ELIO LIBERATORE

Monte Carlo win, playoff and title probabilities for NFL, MLB, NHL, NBA and soccer, plus model-vs-market edge vs live Kalshi prices. Ask in plain language from Claude, ChatGPT or Cursor. No API key.

MLB playoff odds as data, not a web page. Monte Carlo replays every remaining game on the real schedule for division, wild card, postseason and top-seed probabilities for all 30 baseball teams, plus projected records, value bets vs sportsbook odds and Kelly bet sizing. No API key.

Soccer predictions as data, not a web page. Monte Carlo replays every remaining fixture for fair title, top-four, playoff and relegation odds across the Premier League, LaLiga, Serie A, Bundesliga, Ligue 1, Liga MX, Brasileirao, MLS and more. Value bets vs bookmaker odds. No API key.

Replays every remaining NBA game thousands of times for playoff, play-in, division, conference and championship probabilities for all 30 teams, priced against live Kalshi contracts.

Monte Carlo simulator for NFL playoff odds. Projects division, wild card, playoff and No. 1 seed probabilities for all 32 teams, plus market edge and Kelly stake sizing. JSON output for apps, models and AI agents.

Replays every remaining NHL game thousands of times for playoff, division, wild card and Presidents' Trophy probabilities for all 32 teams, then prices them against live Kalshi contracts with fee-adjusted EV and Kelly sizing.

Get win/draw/loss, Over/Under 2.5, BTTS and correct-score probabilities for upcoming soccer matches, computed from a Dixon-Coles bivariate Poisson model fitted on each team's real ESPN match history. Covers MLS, Liga MX, and 6 other leagues with per-match prediction markets.