Lab

Where was Vesta right, and where wrong?

Over 243 league matches of Union Berlin since 2017-18, each forecast by a model that had not seen that season, Vesta's likeliest result happened 47 times in 100; it said 49. Draws: said 26, happened 26 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
Matches243each forecast before its season
Likeliest result happened47 in 100Vesta said 49
Draws26 in 100Vesta said 26
Goals a match2.78Vesta expected 2.79
Likeliest score happened12 in 100Vesta said 13

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
10–20 in 1006416.218.8+2.5
20–30 in 10032426.228.4+2.1
30–40 in 10013734.933.6−1.3
40–50 in 10010245.046.1+1.1
50–60 in 1004654.443.5−10.9
60–70 in 1002563.752.0−11.7

The biggest surprises

results Vesta gave the least chance that happened
  1. Union Berlin 2-2 Bayern MunichSat 8 Nov 2025 · Bundesliga15 in 100
  2. RasenBallsport Leipzig 1-2 Union BerlinSat 11 Feb 2023 · Bundesliga17 in 100
  3. Bochum 2-1 Union BerlinSun 23 Oct 2022 · Bundesliga17 in 100
  4. Eintracht Frankfurt 1-2 Union BerlinSun 9 Mar 2025 · Bundesliga17 in 100
  5. Eintracht Frankfurt 3-4 Union BerlinSun 21 Sep 2025 · Bundesliga18 in 100
  6. RasenBallsport Leipzig 1-2 Union BerlinSat 23 Apr 2022 · Bundesliga18 in 100
  7. Union Berlin 1-2 FC HeidenheimSat 29 Nov 2025 · Bundesliga18 in 100
  8. Union Berlin 3-1 Borussia DortmundSat 31 Aug 2019 · Bundesliga18 in 100
  9. Bayer Leverkusen 0-0 Union BerlinSat 12 Apr 2025 · Bundesliga19 in 100
  10. Greuther Fuerth 1-0 Union BerlinSun 12 Dec 2021 · Bundesliga19 in 100
  11. Bayern Munich 1-1 Union BerlinSat 10 Apr 2021 · Bundesliga20 in 100
  12. Union Berlin 2-1 RasenBallsport LeipzigSat 22 May 2021 · Bundesliga20 in 100

The surest calls that missed

the strongest favourites that did not win
  1. Union Berlin 2-2 Bayern MunichSat 8 Nov 2025 · away win said77 in 100
  2. Bayer Leverkusen 0-0 Union BerlinSat 12 Apr 2025 · home win said71 in 100
  3. Union Berlin 1-1 Greuther FuerthFri 29 Apr 2022 · home win said69 in 100
  4. Bayern Munich 1-1 Union BerlinSat 10 Apr 2021 · home win said67 in 100
  5. Union Berlin 1-1 Bayern MunichSat 15 Mar 2025 · away win said67 in 100
  6. Union Berlin 0-0 Schalke 04Sun 19 Feb 2023 · home win said66 in 100
  7. RasenBallsport Leipzig 0-0 Union BerlinSat 14 Sep 2024 · home win said66 in 100
  8. Union Berlin 1-1 Bayern MunichSat 12 Dec 2020 · away win said65 in 100
  9. Union Berlin 1-1 Bayern MunichSat 3 Sep 2022 · away win said63 in 100
  10. Borussia M.Gladbach 1-1 Union BerlinSat 26 Sep 2020 · home win said62 in 100
  11. Union Berlin 2-2 AugsburgWed 9 Nov 2022 · home win said62 in 100
  12. Union Berlin 1-1 BochumSun 16 Apr 2023 · home win said61 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
Union Berlin243327310.3+16.7
FC Heidenheim6166.6+9.4
Augsburg142315.8+7.2
Bochum8127.8+4.2
Wolfsburg142419.9+4.1
Borussia Dortmund143026.0+4.0
Schalke 047107.1+2.9
Greuther Fuerth241.3+2.7
Bayer Leverkusen152927.3+1.7
Hamburger SV242.5+1.5
Werder Bremen121614.8+1.2
Fortuna Duesseldorf232.2+0.8
Overrated: fewer points than expected
ClubMatchesPointsExpectedGap
Mainz 0514819.1−11.1
Freiburg141120.0−9.0
FC Cologne12614.8−8.8
RasenBallsport Leipzig142027.3−7.3
Borussia M.Gladbach141520.7−5.7
VfB Stuttgart121418.3−4.3
Darmstadt202.4−2.4
Hertha Berlin878.8−1.8
Eintracht Frankfurt152021.8−1.8
Elversberg101.4−1.4
Paderborn212.3−1.3
Bayern Munich153536.2−1.2

League by league, season by seasonLeague by league

Union Berlin's matches; the current season so far
CSV
SeasonLeagueMatchesLikeliest saidHappenedDraws saidDrawsGoals expectedGoalsRPS
2026-27Bundesliga5564022203.304.400.181
2025-26Bundesliga34493826262.833.000.245
2024-25Bundesliga34493227322.722.530.240
2023-24Bundesliga34516825182.812.680.188
2022-23Bundesliga34485627242.642.620.213
2021-22Bundesliga34474726262.762.760.222
2020-21Bundesliga34473527412.682.740.219
2019-20Bundesliga34515624153.002.910.204

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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