Winlytics · Blog

The beautiful game, in depth.

Match previews, tactical breakdowns, transfer talk and the stories from across world football.

responsible gambling

Smart Betting: A Data-First Guide

You bet on football responsibly by treating wagers strictly as the cost of entertainment, setting a hard budget you never cross, and tracking every single result with cold, honest data rather than gut feeling.

AlexAlex·
analytics
analytics

What is xGA (Expected Goals Against)? A Clear Guide

Expected goals against (xGA) is a football analytics metric that measures the total quality of goalscoring chances a team concedes to their opponents. By evaluating shot location, angle, and type, xGA reveals how leaky or resilient a defence truly is, stripping away the random noise of match outcomes.

AlexAlex·
analytics
analytics

What is expected goals (xG)? A beginner’s guide

Expected goals (xG) measures the quality of a chance — the probability that a shot becomes a goal, based on things like distance, angle and shot type. Add up a team’s xG and you get how many goals they “should” have scored, which tracks performance far better than the final score alone.

AlexAlex·
value betting
value betting

Fair odds vs market odds: how to spot value in 60 seconds

Value exists when your estimate of an outcome’s probability is higher than the probability the odds imply. Turn the odds into a percentage (1 ÷ decimal odds), compare it with your own fair estimate, and if your number is higher, the bet has value — win or lose on the day.

AlexAlex·
data journalism
data journalism

The set-piece era: how dead balls quietly decided the season

Set-piece goals are at a record high in the Premier League because more clubs now employ dedicated set-piece coaches who treat corners, free-kicks and long throws as a coachable, repeatable source of goals rather than a lottery.

AlexAlex·