Football is much more than just a sport: it’s a passion that unites millions of people around the world. At Ishoko, we have created a complete ecosystem dedicated to football, covering all major global competitions — from Ligue 1 to the Champions League, including the Premier League, La Liga, Serie A, and Bundesliga.
Our goal is clear: to provide you with access to the best analyses available so you can follow each match with an expert's eye. Whether you are a passionate supporter or an amateur analyst, Ishoko provides you with the tools necessary to go beyond appearances.
Every match analyzed on Ishoko benefits from a multidimensional approach. Our algorithms leverage multiple data sources to construct a 360° view of the encounter: this data is cross-referenced with predictive models trained on thousands of historical matches to produce reliable and actionable analyses.
Possession statistics, successful passes, attacking zones,
xG (expected goals) and xGA (expected goals against),
defensive pressure and pressing intensity,
physical data: distance covered, sprints, recoveries,
historical head-to-head records,
recent team form (last 5 matches),
availability, injuries, and suspensions.
Ishoko's prediction engine relies on a combination of machine learning and human expertise. Here’s how a prediction is generated:
Data collection.
Ishoko aggregates real-time official statistics, training data, and contextual information (weather, match location, competition importance).
Modeling.
Our statistical models (Monte Carlo, Poisson, neural networks) simulate thousands of possible scenarios for each match.
Human validation.
A team of sports analysts verifies the results before publication to ensure their consistency.
Publication.
Predictions are published 48 to 72 hours before each match, accompanied by a displayed confidence level.
