Are there any new metrics being developed that aim to improve upon or complement xG?

Here's Opta's explanation of how their xG is calculated: Over the years, Opta has collected numerous data points of in-game actions in all of the top football ... Jul 22, 2024 ... Expected Goals (xG) is a popular metric in football that estimates the likelihood of a shot resulting in a goal. Traditional xG models are ... ... football as possible & deliver data with the highest explanatory ability. Expected Goals No matter if it's shot-based xG, non-shot-based xG, post-shot xG or ... Aug 8, 2023 ... What Is Expected Goals (xG)? ... Data and statistics have become far more prevalent in football over recent years. At the forefront of this is ... Jan 2, 2024 ... xG means expected goals. It is a measurement designed to tell you how many goals a team should have scored based on the quality and quantity of their chances ... Expected Goals (otherwise known as xG) was originally conjured up by a small corner of the online football analytics community. It didn't take long for ... Jul 24, 2023 ... Expected goals (or xG) are the best-known metric in football analytics. They measure the quality of a chance created. Jan 20, 2025 ... Expected Goals (xG). Expected goals have become a staple in football analysis. This metric evaluates the quality of a scoring chance based on ... Jul 12, 2024 ... The total xG you see at the end of the game is the sum of the xG of all the shots taken. xGA is the opposite, it stands for expected goals ... Dec 14, 2022 ... EXPECTED GOALS (xG) is the most important machine learning model in football. xG is a measure of the quality of chances created during a match.