Atlético CP vs Caldas: match statistics

Atlético CP has a clear advantage in chance creation: at home they average 11.67 shots and 4.17 shots on target per match with 55% possession and xG 1.52, while Caldas away average 7.25 shots and 2.75 on target, have 47% possession and xG 1.07. In practice the home side scores 1.33 goals per home match with xG 1.52 and concedes 1.25, whereas the visitors as an away team score only 0.83 goals per match despite xG 1.07 and concede 1.08; additionally Caldas has a higher average xG against (1.35), indicating greater defensive risk. Over the season both teams share an identical record of 10 wins, 4 draws and 11 losses, but in the last 5 matches Caldas holds the edge (3 wins, 1 draw, 1 loss, 6 goals scored and an average 2.0 points per match) versus Atlético (2 wins, 3 losses, 5 goals and 1.2 points per match). Atlético is shut out at home less often (17% of matches) than Caldas are away (42%), which increases the hosts’ chance of scoring at least once. Considering the superior xG (1.52 vs 1.07), the advantage in shots on target (4.17 vs 2.75) and the lower share of matches without a goal, alongside the visitors’ current form, I predict a home win; estimated probabilities are 52% for Atlético, 26% for a draw and 22% for Caldas.

Atlético CP has a season BTTS rate of 69% versus Caldas' 25%, but in the last 5 matches both teams registered BTTS at 60% each, suggesting an increased short-term probability of both teams scoring. xG indicates Atlético generates on average 1.35 xG while Caldas typically concedes 1.35 xG, whereas Caldas has 1.07 xG against 0.98 xG that Atlético usually concedes, so both sides have the capability to score. Atlético averages 10.54 shots per game with 3.54 on target and a season scoring average of 1.15 goals, while Caldas averages 7.25 shots with 2.75 on target and 0.83 goals per game — the hosts create more chances. At the same time Atlético concedes 1.23 goals per game and has only 8% clean sheets at home, while Caldas has 42% clean sheets away; however recent goal totals (Atlético last 5: scored 5, conceded 6; Caldas last 5: scored 6, conceded 4) together favor both teams finding the net. Therefore I assign 65% to BTTS='Yes' and 35% to BTTS='No' and recommend 'Yes' as the strongest signal available from the data.

Based on xG: Atlético CP has an xG of 1.35 per match and Caldas 1.07, totaling approximately 2.42 expected goals (expected_goals_home 1.35, expected_goals_away 1.07). A Poisson model for a sum of 2.42 translates to roughly a 70% chance of Over 1.5, ~44% for Over 2.5 and ~23% for Over 3.5, so the lower lines favor the Over. Supporting stats include Atlético averaging 10.54 shots and 3.54 shots on target vs Caldas’ 7.25 shots and 2.75 on target, and season figures of 77% of Atlético matches with over 1.5 goals compared to 50% for Caldas. Additionally, Atlético has only 8% clean sheets this season and 69% of matches with Both Teams To Score, while Caldas has 42% clean sheets and 25% BTTS matches; this increases the likelihood of home goals and moderate chances of away goals. As a result, the strongest and most justified signal is Over 1.5 (line 1.5, side: Over).

At half-time the most likely outcome is a draw: the hosts were level at the break in 46% of matches, the visitors in 42%, and first-half goal averages are low – 0.31 (Atlético CP) versus 0.33 (Caldas). For the full-time result I lean toward an away win: Caldas have a 60% win rate in their last 5 matches and average 2.0 points per game versus 40% and 1.2 points for the hosts, while the season win percentages are 42% vs 38%. Atlético generate more chances (xG 1.35 vs 1.07 and 10.54 shots vs 7.25) and shoot more after the break (0.85 vs 0.50), but they also concede more by half-time (0.69 vs 0.42) and have only 31% clean sheets in halves. Additionally, in the last 5 matches Caldas average 1.8 points after the break versus 0.8 for the hosts, which raises the visitors’ likelihood of a favorable late outcome; therefore the strongest signal is a draw at half-time and an away win at full-time (X/2).