About us
We are a team of data scientists and football analysts dedicated to accuracy, transparency, and trust. Every insight we publish is backed by real data and open verification.
Our journey: From Concept to Algorithm
Our project was founded by computer science graduates who were frustrated by the lack of transparent, data-driven analysis in football.
What started as a small research initiative evolved into a full-scale analytical platform, combining statistics, machine learning and real match context.
Through years of continuous learning, testing and refinement, our models have grown in accuracy and reliability, adapting to leagues, teams and players worldwide.
Our Pillars: Expertise, Accuracy & Integrity
Our foundation is a dedicated in-house team of data scientists and engineers with strong backgrounds in mathematics, AI and predictive modeling.
We design and maintain our own analytical systems, carefully balancing statistical accuracy with real-world football dynamics.
Editorial independence is our core value. Our insights are fully automated and data-driven, free from external influence or commercial bias.
Our Structure: Legal Accountability & Global Presence
To ensure full transparency and compliance across jurisdictions, NerdyTips operates under two verified entities:
The NT Apex Engine analyzes dozens of data points per match, from xG (Expected Goals) and player metrics to team form. Each prediction is generated fully automatically, without manual intervention or bias.
The NT Apex Engine analyzes dozens of data points per match, from xG (Expected Goals) and player metrics to team form. Each prediction is generated fully automatically, without manual intervention or bias.
This dual-entity framework ensures accountability, traceability, and GDPR compliance. We operate with total transparency—every dataset, every result, every log is auditable. For any inquiries or data requests, please visit our Contact Page.
Connect With Us
Open Data: Real Performance, Publicly Audited
We publish every historical match prediction and accuracy score openly. Our complete dataset is available as a single CSV file, which you can download directly or audit on GitHub. The GitHub repository logs the daily commit history, providing a verifiable, timestamped record that no predictions are ever altered after a match is played.
About us
We are a team of data scientists and football analysts dedicated to accuracy, transparency, and trust. Every insight we publish is backed by real data and open verification.
Our journey: From Concept to Algorithm
Our project was founded by computer science graduates who were frustrated by the lack of transparent, data-driven analysis in football.
What started as a small research initiative evolved into a full-scale analytical platform, combining statistics, machine learning and real match context.
Through years of continuous learning, testing and refinement, our models have grown in accuracy and reliability, adapting to leagues, teams and players worldwide.
Our Pillars: Expertise, Accuracy & Integrity
Our foundation is a dedicated in-house team of data scientists and engineers with strong backgrounds in mathematics, AI and predictive modeling.
We design and maintain our own analytical systems, carefully balancing statistical accuracy with real-world football dynamics.
Editorial independence is our core value. Our insights are fully automated and data-driven, free from external influence or commercial bias.
Our Methodology
1. Automated Data Modeling
The NT Apex Engine analyzes dozens of data points per match, from xG (Expected Goals) and player metrics to team form. Each prediction is generated fully automatically, without manual intervention or bias.
2. Public Locking & Validation
The NT Apex Engine analyzes dozens of data points per match, from xG (Expected Goals) and player metrics to team form. Each prediction is generated fully automatically, without manual intervention or bias.
3. Continuous Algorithm Improvement
The NT Apex Engine analyzes dozens of data points per match, from xG (Expected Goals) and player metrics to team form. Each prediction is generated fully automatically, without manual intervention or bias.
Open Data: Real Performance, Publicly Audited
We publish every historical match prediction and accuracy score openly. Our complete dataset is available as a single CSV file, which you can download directly or audit on GitHub. The GitHub repository logs the daily commit history, providing a verifiable, timestamped record that no predictions are ever altered after a match is played.
Our Structure: Legal Accountability & Global Presence
To ensure full transparency and compliance across jurisdictions, NerdyTips operates under two verified entities:
The NT Apex Engine analyzes dozens of data points per match, from xG (Expected Goals) and player metrics to team form. Each prediction is generated fully automatically, without manual intervention or bias.
The NT Apex Engine analyzes dozens of data points per match, from xG (Expected Goals) and player metrics to team form. Each prediction is generated fully automatically, without manual intervention or bias.
This dual-entity framework ensures accountability, traceability, and GDPR compliance. We operate with total transparency—every dataset, every result, every log is auditable. For any inquiries or data requests, please visit our Contact Page.