AI Player Weights API

AI-Powered Player Performance Valuation tool, “Comparisonator AI Points API”, is designed to seamlessly complete your data department with minimal effort, integrating effortlessly with your existing tools like Tableau, Power BI, and other BI platforms. By combining your data sources such as Opta, Wyscout, StatsBomb, and more. This unique API enhances the accuracy of your analysis with AI-powered insights, allowing you to extract performance values that elevate decision-making with precise, up-to-date data that drives real impact.

Powered by artificial intelligence, Comparisonator platform evaluates each player based on their position and role on the field. Each match is analyzed individually, machine learning mechanism assessing every action, while factoring in league difficulties. The system dynamically adjusts player weights according to over 371 parameters, adapting to changes in performance week by week, season by season, and competition by competition. This results in a universal performance point—akin to a performance currency—that updates instantly as soon as a player participates in a game, providing an equalized valuation specific to each position.

Why Comparisonator AI Points?

As dedicated professionals with years of experience in football analytics, we understand the complexities of player performance. Our commitment to precision and objectivity led us to develop Comparisonator AI Points—a tool born from a deep-rooted passion for data-driven insights. Unlike traditional scoring systems that often overlook the nuances of individual roles, our approach evaluates every match action with the rigor it deserves. By accounting for league difficulties and specific player positions, we aim to bring clarity to the often underappreciated aspects of the game.

Comparisonator AI Points Methodology

Comparisonator AI Points utilizes a sophisticated methodology to evaluate player performance across multiple dimensions: Offensive, Defensive, Passing, and Duels Performance Points. Each category is measured through 100+ specific parameters that capture every action on the field. Weighing these actions involves coefficients that consider league difficulties, goal contributions, and goal prevention metrics. The AI processes each match individually, ensuring a tailored analysis of every player’s impact according to their role and position. This meticulous approach allows for nuanced insights into a player’s performance, offering a balanced and dynamic assessment.

Key Features of Comparisonator AI Points

Comparisonator AI Points stands out from other player evaluation tools through several innovative features that provide deeper insights into player performance:

Performance by Time Range: Unlike other indexes, our tool allows users to compare player performance over customizable time ranges. This flexibility helps identify short-term trends, like recent form surges, that broader seasonal averages might overlook.
Independent Team Contribution Evaluation: Our methodology evaluates individual player contributions independently of their team’s overall performance. This feature is particularly valuable in spotting players who excel despite their team’s struggles, ensuring that standout performances are not masked by poor team results.
Spotting Trending Players: Comparisonator AI Points excels in identifying trending players whose recent performances might not align with seasonal stats. For example, a player who has excelled in the last five matches, despite poor team form, is highlighted, allowing clubs and analysts to make data-driven decisions based on current realities rather than outdated averages.
In-Depth Action Analysis: Each player’s offensive, defensive, passing, and duels actions are meticulously scored, providing a comprehensive breakdown of their match-by-match contributions. This holistic view of performance offers unparalleled accuracy in evaluating a player’s impact.
League Difficulty Adjustments: By incorporating league coefficients, the tool adjusts scores to reflect the competitive landscape, ensuring that player evaluations are fair and contextually relevant.

Use of Comparisonator AI Points in Our Product

Comparisonator AI Points is integrated into our platform to enhance various football analysis and recruitment processes:

Recruitment Filtering: By incorporating AI Points into recruitment filters, users can quickly assess the universal level of players across different leagues, ranking them effectively. This feature enables a more targeted and efficient player selection process.
Performance Comparison: In the Viewpoint, Me2Me, Me2Others and Parameters League, AI Points facilitate head-to-head player comparisons, including self-assessment against past performances or benchmarking against other league players. This helps users understand a player’s development and current form.
Virtual Transfers: Our unique application of league coefficients allows users to predict future performances accurately. By analyzing players’ past performances in various leagues, users can estimate how a player might adapt and perform in a new league, providing crucial insights during transfer decisions.

Proof of Concept

The development of Comparisonator AI Points is not just the result of advanced algorithms but also a culmination of insights gained through conversations with numerous football professionals. Over the last four years, a dedicated team of experts has relentlessly worked to refine and perfect this tool, ensuring it meets the evolving needs of clubs, analysts, and coaches.

Our commitment to improving accuracy and reliability has been a continuous process. Each feedback session, each performance tweak, and every analytical enhancement has brought us closer to delivering a product that stands out in the competitive world of football analysis. The steady growth of our customer base serves as a testament to the effectiveness of our approach, demonstrating that we are not only meeting expectations but exceeding them.

This journey has been driven by passion, precision, and an unwavering commitment to elevating player evaluation standards in football. As we continue to expand our capabilities and reach, we remain focused on providing the best insights, helping football professionals make informed decisions, and ultimately shaping the future of player performance analysis.