Lab

Where was Vesta right, and where wrong?

Over 350 league matches of Atletico Madrid since 2017-18, each forecast by a model that had not seen that season, Vesta's likeliest result happened 62 times in 100; it said 54. Draws: said 26, happened 23 in 100.

Since its public record began on 30 Sep 2026: 51 league matches settled, the likeliest result happened 61 times in 100 (Vesta said 50). Every published forecast

League data to · Vesta · out of sample, 2017-18 on

Free
Matches350each forecast before its season
Likeliest result happened62 in 100Vesta said 54
Draws23 in 100Vesta said 26
Goals a match2.54Vesta expected 2.60
Likeliest score happened15 in 100Vesta said 14

When Vesta says N in 100, does it happen N times?Said v happened

every home win, draw and away win chance, grouped in bands of 10; on the line = exactly right
00252550507575100100 Vesta said (in 100)
Chance bandChancesSaidHappenedGap
0–10 in 100348.35.9−2.4
10–20 in 10017215.49.3−6.1
20–30 in 10039525.621.5−4.0
30–40 in 10014533.633.1−0.5
40–50 in 10010745.257.9+12.7
50–60 in 1009055.562.2+6.7
60–70 in 1007464.970.3+5.4
70–80 in 1003073.386.7+13.4

The biggest surprises

results Vesta gave the least chance that happened
  1. Atletico Madrid 0-2 EspanyolSun 6 May 2018 · La Liga9 in 100
  2. Atletico Madrid 1-2 MallorcaSat 4 Dec 2021 · La Liga10 in 100
  3. Atletico Madrid 0-1 LevanteWed 16 Feb 2022 · La Liga10 in 100
  4. Elche 1-0 Atletico MadridSun 14 May 2023 · La Liga11 in 100
  5. Atletico Madrid 1-4 OsasunaSun 19 May 2024 · La Liga11 in 100
  6. Leganes 1-0 Atletico MadridSat 18 Jan 2025 · La Liga14 in 100
  7. Alaves 1-0 Atletico MadridSat 25 Sep 2021 · La Liga14 in 100
  8. Las Palmas 1-0 Atletico MadridSat 19 Apr 2025 · La Liga14 in 100
  9. Atletico Madrid 0-2 LevanteSat 20 Feb 2021 · La Liga15 in 100
  10. Cadiz 3-2 Atletico MadridSat 29 Oct 2022 · La Liga15 in 100
  11. Granada 2-1 Atletico MadridWed 22 Dec 2021 · La Liga15 in 100
  12. Atletico Madrid 0-0 GranadaWed 20 Apr 2022 · La Liga16 in 100

The surest calls that missed

the strongest favourites that did not win
  1. Atletico Madrid 0-0 GranadaWed 20 Apr 2022 · home win said76 in 100
  2. Atletico Madrid 0-1 LevanteWed 16 Feb 2022 · home win said72 in 100
  3. Girona 2-2 Atletico MadridSat 19 Aug 2017 · away win said71 in 100
  4. Elche 1-0 Atletico MadridSun 14 May 2023 · away win said71 in 100
  5. Atletico Madrid 0-2 EspanyolSun 6 May 2018 · home win said70 in 100
  6. Atletico Madrid 1-2 MallorcaSat 4 Dec 2021 · home win said70 in 100
  7. Atletico Madrid 1-4 OsasunaSun 19 May 2024 · home win said69 in 100
  8. Atletico Madrid 1-1 ElcheSat 23 Aug 2025 · home win said68 in 100
  9. Atletico Madrid 0-0 EspanyolWed 28 Aug 2024 · home win said66 in 100
  10. Real Madrid 0-0 Atletico MadridSat 29 Sep 2018 · home win said65 in 100
  11. Atletico Madrid 0-0 Real BetisSun 22 Apr 2018 · home win said65 in 100
  12. Atletico Madrid 1-1 Celta VigoSat 15 Feb 2025 · home win said65 in 100

Which clubs beat Vesta's expectationsClubs v Vesta

points won against the points Vesta's forecasts gave (3 × win + draw), these matches
Underrated: more points than expected
ClubMatchesPointsExpectedGap
Atletico Madrid350699628.7+70.3
Barcelona183729.7+7.3
Espanyol141710.3+6.7
Elche874.6+2.4
Las Palmas663.7+2.3
Levante12108.4+1.6
Mallorca12108.9+1.1
Cadiz865.2+0.8
Almeria422.2−0.2
Leganes866.4−0.4
Granada856.0−1.0
Real Oviedo201.0−1.0
Overrated: fewer points than expected
ClubMatchesPointsExpectedGap
Real Sociedad191120.9−9.9
Getafe18615.9−9.9
Valencia18816.1−8.1
Osasuna15612.5−6.5
Real Valladolid1016.6−5.6
Real Betis181217.1−5.1
Rayo Vallecano12510.1−5.1
Girona12610.5−4.5
Celta Vigo181115.4−4.4
Real Madrid192730.9−3.9
Alaves17912.5−3.5
Sevilla191719.7−2.7

League by league, season by seasonLeague by league

Atletico Madrid's matches; the current season so far
CSV
SeasonLeagueMatchesLikeliest saidHappenedDraws saidDrawsGoals expectedGoalsRPS
2026-27La Liga8477527122.823.250.190
2025-26La Liga38556625162.722.790.184
2024-25La Liga38565525262.682.580.182
2023-24La Liga38566824112.922.970.193
2022-23La Liga38556625212.652.710.181
2021-22La Liga38545526212.532.840.212
2020-21La Liga38547427212.402.420.154
2019-20La Liga38495328422.402.050.153
2018-19La Liga38515327262.492.210.165
2017-18La Liga38566325262.542.110.169

Each season from 2017-18 was hidden from Vesta and forecast with a model fitted only on the seasons before it, the same model that publishes today's forecasts (checked Tue 13 Oct 2026). These are the forecasts of past seasons, not the published ones: the public record of forecasts made before kick-off starts on 30 Sep 2026 and lives in Vesta's track record.

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