Innovera World Cup AI Predictor

AI-powered FIFA World Cup 2026 predictions

innovera.ai

Our Mission

Innovera is an AI research team building sports intelligence tools. Our goal is to make high-quality match analysis accessible to everyone — breaking down complex data into clear, explainable predictions. The World Cup AI Predictor is our flagship product for FIFA World Cup 2026.

How the AI Works

Data Collection

We ingest historical match data, squad ratings, recent form, head-to-head records, venue data, and tournament context from StatsBomb, FBref, and API-Football.

Model Training

An XGBoost ensemble is trained on thousands of international matches. SHAP (SHapley Additive exPlanations) is used to make each prediction fully transparent.

Live Predictions

For each match we output win/draw/loss probabilities, the 4 most influential SHAP factors, most likely scorelines, team momentum, and a post-match luck score (−10 to +10).

Data Sources

📊

StatsBomb

Event-level match data & squad metrics

📈

FBref

Historical stats, xG, and team form

⚡

API-Football

Live scores, fixtures, and standings

🤖

AI Match Predictions

Win / draw / loss probabilities for every match.

📊

SHAP Explainability

Understand why the model made each prediction.

🍀

Luck Scores

Measure how lucky or unlucky each team was post-match.

📈

Momentum Tracker

Real-time Rising / Falling / Stable team form.

🏆

Group Standings

Live standings across all 12 WC 2026 groups.

🌐

Bilingual

Full English and Kurdish (Sorani) support.

Technology

The backend runs on a FastAPI service hosted on Hugging Face Spaces. Match and prediction data are stored in Supabase (PostgreSQL). The frontend is built with Next.js 14, TypeScript, and Tailwind CSS. Auth via Supabase OAuth (Google, Facebook).

Google Sign-In

When signing in with Google, you will see "Innovera AI Predictor" on the consent screen. This is the shortened name used due to Google's character limit — it refers to the same app.

App name shown on Google consent screen:

Innovera AI Predictor

(Shortened for Google's character limit — same app as "Innovera World Cup AI Predictor")

Disclaimer

Innovera Predictor is for entertainment and educational purposes only. Predictions are generated by AI models and do not constitute betting advice. All football data belongs to FIFA and respective rights holders.

Contact

For inquiries contact us at hello@innovera.ai

Built with Claude Code

innovera.ai