CopaScore is a live football analytics and match prediction platform that leverages real-time data from the SportsMonks API to analyze matches, teams, players, and betting odds to support data-driven betting decisions and match outcome predictions.
CopaScore fetches live match data, historical statistics, and betting odds to generate insights such as:
- 🏆 Match outcomes (Win / Draw / Loss)
- 📈 Team performance trends
- 👤 Player impact analysis
- 💰 Odds-based betting strategies
This platform is designed for sports analytics enthusiasts, data scientists, and football betting analysts.
API Provider: SportsMonks Football API
- ⏱️ Live match scores (delayed in free tier)
- 📅 Fixtures & schedules
- 🏟️ Team statistics
- 🧑 Player statistics & cards
- 🏆 League & season data
- 💸 Pre-match and in-play odds
- ✅ Live match tracking
- ✅ Team & player statistics
- ✅ Player cards (yellow / red)
- ✅ Head-to-head analysis
- ✅ Historical match data
- ✅ Odds-based match prediction
- ✅ Betting insights & probability analysis
CopaScore uses bookmaker odds as one of the core signals to:
- 📉 Compare market confidence vs model prediction
- 🎯 Identify potential value bets
- 📊 Track odds movement before match kickoff
📌 Odds are used as a feature, not a guarantee of outcomes.
The prediction system considers:
- Recent team form (last N matches)
- Home vs away performance
- Head-to-head history
- Player availability & discipline (cards)
- Goals scored vs goals conceded
- Bookmaker odds
- 🤖 ML models (XGBoost / Logistic Regression)
- 📐 Expected Goals (xG)
- 🔍 SHAP-based explainability
- React / Next.js
- Tailwind CSS
- Node.js
- Express.js
- SportsMonks Football API
- Python (ML models)
- MongoDB / PostgreSQL
- Docker for deployment
🚨 CopaScore is intended for educational and analytical purposes only.
It does not guarantee betting profits. Always bet responsibly.
- 🔴 Live in-play betting predictions
- 📊 Advanced ML-based outcome probabilities
- 🔔 User dashboards & alerts
- 🌍 Multi-league support
- ⭐ Premium SportsMonks integration
