Köln vs Heidenheim: match statistics

I predict a home win (1). Köln average 1.81 goals per home match with an average xG of 1.68, while Heidenheim score only 0.94 goals away with an average xG of 1.22, creating a clear offensive advantage for the hosts. The hosts register on average 5.5 shots on target and 15 shots per home match with a conversion rate of 12%, whereas the visitors have 3.19 on target and 11.31 shots away with an 8% conversion, so the quality of chances favors Köln. Defensively Heidenheim concede an average 2.13 goals away and have 0% clean sheets on the road, while Köln concede 1.69 goals at home and fail to score in only 6% of home matches. Although Heidenheim average 1.6 points in their last 5 matches versus Köln’s 1.2, the season-long indicators (including 31% home win rate for Köln vs 6% away win rate for Heidenheim) lead to an estimated 62% probability of a home success, 22% draw and 16% away win.

Both teams have an identical season BTTS rate of 63% (Köln 63% and Heidenheim 63%), which is close to the league average of 62% and provides a strong seasonal signal for both sides to score. In the last 5 matches Köln records 100% BTTS, while Heidenheim 80%, with average goals scored in those five games of 1.8 for Köln and 2.2 for Heidenheim and average goals conceded 1.6 and 1.6, indicating a trend of goals being exchanged. Seasonal averages for goals conceded are high: Köln concedes 2.19 goals per game, Heidenheim 2.13, and xG against is 1.69 (Köln) and 1.77 (Heidenheim), meaning both teams allow opponents around 1.7 xG per match. Köln has more shots on target (3.88 vs 3.19) and a higher conversion rate (13% vs 8%) with an identical shots-per-game average of 11.31, and clean sheet rates are low: 6% and 0%, which further increases the likelihood of Goal/Goal. Although the share of matches without scoring reaches 31% (Köln) and 38% (Heidenheim), the combined profile (63% season BTTS and 100%/80% in the last 5) leads me to select BTTS - Yes with an estimated probability of 80% versus 20% for No Goal.

I calculated expected goals as the average of each team’s attack and the opponent’s defense: 1.51 for Köln ((1.25 xG home attack + 1.77 xG conceded by Heidenheim)/2) and 1.46 for Heidenheim ((1.22+1.69)/2), totaling 2.97 goals. Seasonal indicators confirm a tendency for goals: Köln has 100% of matches over 1.5 goals, Heidenheim 81%, and matches over 2.5 account for 75% and 63% respectively; in the last 5 matches of both teams over 2.5 occurred in 80% of cases. Both sides concede frequently (Köln on average 2.19, Heidenheim 2.13) and register 11.31 shots per match with shots on target 3.88 vs 3.19, which increases the likelihood of further goals. Additionally, 63% of seasonal matches for both teams feature goals from both sides, so the strongest signal from the data is the Over 2.5 line (I estimate the probability of Over 2.5 at around 72%).

I project a draw at half-time and a home win at full-time (X/1) as the most likely scenario. A half-time draw is supported by the data: hosts were level at the break in 31% of matches, visitors in 44%, and the average first-half goals are 1.5 for Köln versus 1.25 for Heidenheim, which favors an even score after 45 minutes. After the interval Köln holds a clear numerical and qualitative advantage — more shots on target (3.88 vs 3.19), higher shot conversion rate (13% vs 8%) and on average more points gained in second halves (1.06 vs 0.56), all of which increase the hosts’ chances of a comeback or turnaround. Although in the last five matches the visitors led at half-time in 60% of cases and scored on average 1.2 goals before the break, over the season Heidenheim have won only 6% of away matches and average just 0.38 points on the road, so those early leads rarely hold to the end. Additionally, the second half is very goal-active (over 0.5 goals in the second half: 94% for hosts and 100% for guests), which further supports the half-time draw and Köln winning at Full-Time scenario.