How it works
Our AI analyses every match, generates predictions, and retrains every night — with its accuracy measured and published.
Artificial intelligence and collective intelligence, together.
PronoStats was born from a simple idea: predictive models are powerful, but not infallible. Artificial intelligence analyzes thousands of statistical data points, calculates probabilities, and identifies hidden patterns. But football isn't just numbers. There are variables no algorithm can fully capture: a team's mentality, the weight of a derby, a last-minute tactical change, the pressure of a packed stadium.
That's why we built a platform where AI doesn't stand alone. You, with your experience and intuition, can directly challenge our models and prove that the human eye sees what data cannot tell. And you're not alone: an entire community shares predictions, reasoning, and strategies. The best are voted, rewarded, and recognized.
The result? A unique fusion of computational analysis and collective wisdom. We're not just a prediction tool. We're an ecosystem where data, people, and passion for football converge to create something greater than the sum of its parts.
Data Powering the AI
Our AI covers football (Serie A, Premier League, La Liga, Bundesliga, Ligue 1, Champions League, Europa League, Conference League and more) plus basketball (NBA, Euroleague) — integrating real-time data from multiple sources for accurate predictions. Premium members also get exclusive access to Eredivisie, Primeira Liga, Super Lig, MLS, Liga Profesional and World Cup 2026.
Match Statistics
Possession, shots, xG, corners, fouls, passes for every match. Updated in real-time during live.
Injuries & Suspensions
Full list of unavailable players due to injury or suspension. The AI adjusts probabilities for teams missing key players.
Head-to-Head
Last 10 direct meetings between teams: results, goals scored, historical trends. Visible in match detail page.
Top Scorers
Updated scoring charts for each league: goals, assists, appearances, average rating.
Top Assists
Top assist providers for each league with detailed stats on key passes and accuracy.
Pre-Match & Live Odds
Odds from 6 top bookmakers (Bet365, Pinnacle, William Hill, 1xBet, Marathonbet, 188Bet) on 1X2, Over/Under, BTTS, Double Chance, Corners, Cards. During live, AI uses real-time odds to calibrate predictions with 70% weight.
Glicko-2 & Advanced Stats
Glicko-2 ratings measuring each team's true strength, pre-match expected goals, rolling averages for goals, shots, corners, cards and offsides. Integrated into the ML model and AI analysis.
AI Probable Goalscorers
Goalscorer ranking based on a composite AI Score: 50% bookmaker odds, 30% season stats (goals/app, shots on target, penalty taker), 20% AI match prediction. Not just odds!
Player Season Stats
Goals, assists, shots, key passes, cards, penalties and average rating for every player. Feed the AI model for goalscorer, cards and corners predictions.
AI Analysis
Our AI uses 7 specialized models — one for predicting match winners (1X2), and dedicated ones for goals (Over 1.5/2.5/3.5), both teams scoring, corners, and cards. Each model is trained on thousands of real matches and looks at team form, goals scored, head-to-head history, bookmaker odds, shots, possession and expected goals (xG).
AI Review
A second AI reviews the predictions, adjusts probabilities based on real-world context like injuries, current form and tactics, and refines extended markets: corners, cards, exact score, double chance, and first half result.
Live Predictions
During matches, the AI recalculates all markets in real time using live stats: win probabilities, goals, corners, cards, momentum, and next goal — updated every 15 seconds.
Feedback Loop
After each match, we compare our predictions with the actual results. Every night, all models are automatically retrained with the latest data — so predictions get more accurate day by day.
AI Prediction Types
Our models generate 6 prediction types, each specialized on a different aspect of the match.
Pre-Match (1X2, O/U, BTTS)
Random Forest + XGBoost ensemble trained on thousands of matches. Analyzes form, standings, historical xG, player stats, injuries and odds to generate pre-match probabilities.
Live (updated every 15s)
During the match, AI recalculates predictions using live data: real-time xG, shots, possession, cards, partial score, and live bookmaker odds for calibration. Also shows AI vs bookmaker divergence to spot real-time value bets. Uses Groq LLM for tactical analysis.
Cards
Predicts Over/Under total cards using player disciplinary stats (cards/appearances), team history and match importance.
Corners
Specialized corner model: analyzes average corners per match, playing style (attacking vs defensive), and opponent statistics.
Total Goals
Predicts goal ranges (0-1, 2-3, 4+) using expected xG, offensive/defensive form, and direct H2H history.
AI Probable Goalscorers
Composite score: bookmaker odds (50%) + player season stats (30%) + AI match prediction (20%). Penalty taker badge and "AI Win" for predicted winning team.
What If? Scenario Engine
Explore how match probabilities shift under different conditions — a goal, a red card, or a tactical change.
AI-Powered What-If Analysis
For every match, our engine simulates 6+ scenarios and recalculates all probabilities using the same Poisson model used for live predictions. See exactly how a first goal, red card, or half-time draw would change the game.
Pre-match markets (15 total)
Expected Goals (xG)
A statistical measure of the quality of chances created. An xG of 1.5 means the team is expected to score ~1.5 goals based on the chances they get.
1X2 + Double Chance
Home win (1), Draw (X), Away win (2) probabilities — plus 1X and X2 double chance markets.
Goals: Over 1.5 / 2.5 / 3.5
Probability of 2+, 3+, or 4+ total goals. Includes BTTS (both teams score) and predicted exact score.
Corners & Cards
Predicted total corners (Over 8.5, Over 9.5) and cards (Over 2.5, Over 3.5). Generated by our AI and recalculated in real time during live matches.
Value Bets
When our predicted probability is higher than what bookmaker odds imply, that's a value bet. The +X% edge shows how much our model disagrees with the market.
Live Markets
During matches: win probabilities, goals (Over 1.5/2.5/3.5), BTTS, corners, cards, next goal probability, momentum index, live xG, and projected final score — all recalculated every 15 seconds.
Community & Gamification
Not just AI: test yourself, share your predictions and compete with the community.
Challenge AI
For each match, our AI has already made its predictions. You pick yours on 1X2, Over/Under and BTTS and earn points for each correct prediction.
How you earn points:
Use "Copy AI" to replicate AI picks, or pick differently to beat it!
Community Tips
Share your predictions with the community, picking singles or combos (e.g. "1 + Over 2.5 + BTTS") and adding your reasoning. Other users can vote on your tips!
How it works:
- 1.Pick one or more bets (1X2, O/U, BTTS) to build a combo
- 2.Add your reasoning (min. 5 characters)
- 3.Publish and collect votes from the community
Anyone can vote on tips, even without an account.
Leaderboard & Levels
Accumulate points to climb the leaderboard and level up. There are 7 levels, each with increasing point thresholds.
The 7 levels:
Available leaderboards: weekly, monthly, and all-time.
Your Profile
Your profile is your personal stats center. Everything you need to understand your performance and where to improve.
What you'll find:
Live Match Chat
Discuss matches in real-time with fans worldwide. Each match has its own chat room, plus a global chat accessible from the green bubble in the bottom-right corner.
Blog & Articles
Every day our AI generates articles on previews, post-match recaps, value bets and tactical insights. You can also write and publish your own articles!
Article types:
User articles are reviewed and approved by admin before publication.
Interaction & Points:
AI Bankroll Challenge
Watch our AI manage a virtual €100 bankroll with real bookmaker odds
How the Challenge Works
The AI starts with €100 in virtual funds and autonomously selects bets from upcoming matches. It only bets when it finds high-confidence opportunities (probability ≥68%, edge ≥8% vs bookmaker odds). Stake sizes are calculated using the Kelly criterion, and results update automatically after each match. All odds are real — nothing is simulated or fabricated.
Basketball AI
AI-powered predictions for NBA and Euroleague
How Basketball Predictions Work
Our basketball predictions are generated by Groq AI analyzing team standings, recent form, home-court advantage, and historical matchup data. Unlike football, basketball has no draws — so predictions focus on winner probability, point spread, and total points over/under. Currently pre-match only, with results updated after each game.
Pre-match only — no live updates. Results updated automatically after games finish.
Hockey AI
AI-powered predictions for NHL
How Hockey Predictions Work
Our hockey predictions use Groq AI combined with head-to-head historical data from the API. Unlike football or basketball, NHL games can end in a regulation draw (then go to overtime/shootout), so our predictions include 3-way probabilities: home win, draw, and away win. The AI considers team strength, goaltender matchups, power play and penalty kill efficiency, and recent form. Over/Under lines are set on total goals (typically 5.5-6.5 for NHL).
Pre-match predictions with H2H data. Live scores updated automatically.
Baseball AI
AI-powered predictions for MLB
How Baseball Predictions Work
Our baseball predictions are generated by Groq AI analyzing team records, recent form, pitching rotations, batting strength, and head-to-head history. Baseball has no draws, so predictions focus on moneyline (winner), run line (spread, typically ±1.5), and total runs over/under. The AI considers home field advantage, bullpen depth, hitting averages, and ballpark factors. Inning-by-inning scores and detailed stats (runs, hits, errors) are tracked for finished games.
Pre-match predictions with H2H data. Live scores and innings updated automatically.
AI Chat BETA
Chat directly with our AI about any match, live or upcoming
How AI Chat Works
Ask PronoStats AI anything about football, basketball, hockey, or baseball. The AI has access to real-time match data, predictions, odds from 6+ bookmakers, team form, injuries, and head-to-head records. During live matches, it can tell you the current score, possession, xG, and predict what might happen next.
3 free messages per day. Up to 500/month with Premium.
PronoStats Premium
With Premium you unlock real-time data (every 15 seconds), AI Audio Recaps in 5 languages, AI Match Simulation with Monte Carlo analysis, extended AI Chat up to 500 messages per month, favorite matches with personal dashboard, What-If scenarios, AI-generated combos and full prediction details. 3 plans available: Casual ($6.90), Daily Bettor ($12) and Value Analyst ($22).
Discover PremiumPremium Exclusive Leagues
With Premium, access AI predictions for these exclusive leagues in addition to the top 5 European leagues.
🇳🇱 Eredivisie
Netherlands
🇵🇹 Primeira Liga
Portugal
🇹🇷 Super Lig
Turkey
🇺🇸 MLS
USA
🇦🇷 Liga Profesional
Argentina
🏆 World Cup 2026
International
Available with any Premium plan
AI Arena
AI Arena lets you build your own betting AI. Configure style, target markets and edge threshold — your AI scans matches, places virtual bets and competes on the global ROI leaderboard against the official PronoStats AIs. No real money involved.
Open AI Arena