A comparison of recent data reveals the tactical characteristics and key indicators of the two teams. Real Sociedad, a seasoned La Liga side, has recently displayed a balanced attack and defence, with 25% of their goals conceded stemming from attacking transitions. Notably, in matches where they scored 2-3 goals, the team managed 18 shots per game with a mere 25% conversion rate, indicating offensive struggles. In contrast, Atletico Madrid demonstrates more efficient attacking capabilities, scoring six goals in their last three away games, with a 22% conversion rate directly resulting in goals. Historically, Real Sociedad has kept a clean sheet in half of their matches, but conceding up to four goals in a single game highlights defensive vulnerabilities. Analysing both offensive and defensive aspects, the home team has created an average of three combined opportunities inside and outside the penalty area in their last three games, while the away team maintains a solid defence with an interception success rate of three per game. The home team's possession rate in their last five away matches hovers around 55%, but they have conceded an average of nine dangerous successful crosses, representing a spatial contradiction needing resolution in the upcoming match. Atletico Madrid has limited their opponents to an average of 37% of attacking attempts in their last six away league games, offering statistical support for their away performances. Although the home team has a 50% win rate in their historical encounters, four out of the last six matches saw over 2.5 goals, suggesting another intense contest. Furthermore, over 40% of the goals are scored in the final stages of the games, implying that physical endurance will directly impact the game's outcome, a factor particularly critical in the current season. Through a detailed comparison of tactical data, this match will test the squad depth and tactical adaptability of both teams.