For Villarreal, we analyze their last 8 matches, taking into account various factors such as the quality of their performance, the match results, the location of the match (whether it was played at home or away), and the strength of their opponents. To determine the strength of the opponents, we look at the results of their previous matches. For each game, we will give the team Villarreal conditional points, which later will be used to determine the favorite.
23/04
Away
31 Celta de Vigo
0:3
+3
20/04
Home
26 Real Sociedad
2:2
+30
13/04
Away
36 Betis
2:1
+67
06/04
Home
42 Athletic Bilbao
0:0
+34
30/03
Away
31 Getafe
2:1
+53
15/03
Home
45 Real Madrid
1:2
+29
08/03
Away
23 Alaves
0:1
+17
22/02
Away
26 Rayo Vallecano
1:0
+38
Similarly, for Espanyol, we analyze their last 8 matches using the same approach.
22/04
Away
30 Valencia
1:1
+45
18/04
Home
31 Getafe
1:0
+44
12/04
Away
31 Celta de Vigo
2:0
+124
04/04
Away
26 Rayo Vallecano
4:0
+171
29/03
Home
42 Atletico Madrid
1:1
+27
15/03
Away
27 Mallorca
1:2
+26
10/03
Home
19 Girona
1:1
+11
22/02
Away
23 Alaves
1:0
+43
After analyzing both teams' last 8 matches, we've assigned 271 points to the home team and 492 points to the away team. This suggests that one team has an advantage over the other. However, it's important to consider that the home team (Villarreal) is playing on their own turf, which may slightly improve their chances of winning.
Accumulated points
To determine what percentage of victories each team achieves at home and away, we've compiled statistics from several recent years to eliminate any chance-related factors. It turns out that 48.21% of victories for the team Villarreal occurred in home matches. For the team Espanyol this indicator is 71.15%. On average, this equates to 59.68%, suggesting a slight advantage for Villarreal all other things being equal.
Percentage of home wins by teams
Villarreal
Villarreal 48.21%
Espanyol
Espanyol 71.15%
Average
Average 59.68%
Now, to determine the favorite of the match, we will take 59.68% of the home team's points and 40.32% of the away team's points. It turns out that the favorite of the match is Espanyol with an advantage of 198 points against 162. If we convert it to a percentage ratio, it will be 55.1% to 44.9%.
Points earned with home win percentage
Now let's see who the bookmakers consider the favorite and compare their data with our calculations. The bookmakers estimate the probability of a draw in this match at 18.94% with a coefficient of 5.28. The coefficient for the home team's victory is 1.51, and for the away team's victory it is 6.85. If we exclude the draw, the probability of the home team's victory will be 81.98%, and the away team's victory - 18.02%. This differs from our calculations.
Comparison of calculated data with bookmakers
Bookmakers
Our calculation
As a result of the analysis conducted, an inaccuracy was found in the bookmaker's line. In our opinion, the probability of Espanyol's victory is an order of magnitude higher than what the bookmakers think. The difference is 36%. The coefficient for the team's victory is 6.85, while in reality, it should be 2.24.
Comparison with bookmakers odds
Home Win
Draw
Away Win
Bookmakers
1.51
5.28
6.85
Our calculation
2.75
5.28
2.24
Our mathematical algorithm has detected significant inaccuracies in the bookmakers' odds for this match. Such a large difference can only mean that we have not taken into account some important factor that allows the bookmakers to set such odds. We cannot confidently recommend using our prediction for betting on this match, as the potential profit will be minimal.
Away Win
6.85
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