Lab

Where was Vesta right, and where wrong?

Over 311 league matches of Augsburg since 2017-18, each forecast by a model that had not seen that season, Vesta's likeliest result happened 50 times in 100; it said 52. Draws: said 25, happened 25 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
Matches311each forecast before its season
Likeliest result happened50 in 100Vesta said 52
Draws25 in 100Vesta said 25
Goals a match3.00Vesta expected 2.92
Likeliest score happened12 in 100Vesta said 12

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 100316.412.9+6.5
10–20 in 10010915.711.9−3.8
20–30 in 10040425.928.0+2.1
30–40 in 10012635.031.7−3.3
40–50 in 10012644.946.0+1.1
50–60 in 1006354.654.0−0.7
60–70 in 1004364.158.1−6.0

The biggest surprises

results Vesta gave the least chance that happened
  1. Bayern Munich 1-2 AugsburgSat 24 Jan 2026 · Bundesliga2 in 100
  2. Augsburg 2-1 Bayern MunichFri 19 Nov 2021 · Bundesliga4 in 100
  3. Augsburg 1-0 Bayern MunichSat 17 Sep 2022 · Bundesliga7 in 100
  4. Bayern Munich 1-1 AugsburgTue 25 Sep 2018 · Bundesliga10 in 100
  5. Bayer Leverkusen 1-2 AugsburgSat 13 Aug 2022 · Bundesliga11 in 100
  6. Bayer Leverkusen 1-2 AugsburgSat 18 Apr 2026 · Bundesliga11 in 100
  7. Augsburg 2-2 Bayern MunichSat 19 Oct 2019 · Bundesliga12 in 100
  8. Eintracht Frankfurt 1-3 AugsburgSun 14 Apr 2019 · Bundesliga12 in 100
  9. Augsburg 2-2 Bayern MunichSat 10 Oct 2026 · Bundesliga13 in 100
  10. Borussia Dortmund 0-1 AugsburgSat 8 Mar 2025 · Bundesliga14 in 100
  11. Augsburg 2-0 Bayer LeverkusenSat 6 Dec 2025 · Bundesliga16 in 100
  12. Augsburg 2-0 Borussia DortmundSat 26 Sep 2020 · Bundesliga17 in 100

The surest calls that missed

the strongest favourites that did not win
  1. Bayern Munich 1-2 AugsburgSat 24 Jan 2026 · home win said91 in 100
  2. Augsburg 2-1 Bayern MunichFri 19 Nov 2021 · away win said87 in 100
  3. Bayern Munich 1-1 AugsburgTue 25 Sep 2018 · home win said86 in 100
  4. Augsburg 2-2 Bayern MunichSat 19 Oct 2019 · away win said82 in 100
  5. Augsburg 1-0 Bayern MunichSat 17 Sep 2022 · away win said79 in 100
  6. Augsburg 2-2 Bayern MunichSat 10 Oct 2026 · away win said79 in 100
  7. RasenBallsport Leipzig 0-0 AugsburgSat 9 Mar 2019 · home win said70 in 100
  8. Bayer Leverkusen 1-2 AugsburgSat 18 Apr 2026 · home win said70 in 100
  9. Bayer Leverkusen 1-2 AugsburgSat 13 Aug 2022 · home win said70 in 100
  10. Augsburg 1-1 Borussia DortmundSun 27 Feb 2022 · away win said70 in 100
  11. Eintracht Frankfurt 1-3 AugsburgSun 14 Apr 2019 · home win said68 in 100
  12. Borussia Dortmund 1-1 AugsburgMon 26 Feb 2018 · home win said68 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
VfB Stuttgart163826.7+11.3
Augsburg311350339.6+10.4
Hertha Berlin122516.3+8.7
Freiburg183327.0+6.0
Hoffenheim183529.3+5.7
Holstein Kiel262.3+3.7
Nuernberg242.0+2.0
RasenBallsport Leipzig183937.0+2.0
Werder Bremen172624.0+2.0
Schalke 04111615.0+1.0
Bochum81110.1+0.9
Darmstadt232.3+0.7
Overrated: fewer points than expected
ClubMatchesPointsExpectedGap
Union Berlin141422.3−8.3
Wolfsburg182129.1−8.1
Bayern Munich194249.0−7.0
Eintracht Frankfurt192733.3−6.3
Borussia M.Gladbach182530.4−5.4
Arminia Bielefeld425.0−3.0
FC Cologne141820.6−2.6
Borussia Dortmund183638.3−2.3
Mainz 05182527.1−2.1
Hannover 96435.0−2.0
St. Pauli445.8−1.8
Paderborn212.5−1.5

League by league, season by seasonLeague by league

Augsburg's matches; the current season so far
CSV
SeasonLeagueMatchesLikeliest saidHappenedDraws saidDrawsGoals expectedGoalsRPS
2026-27Bundesliga5534023403.374.200.243
2025-26Bundesliga34505325212.893.120.223
2024-25Bundesliga34514426292.852.530.208
2023-24Bundesliga34535923263.133.240.183
2022-23Bundesliga34545324212.983.090.222
2021-22Bundesliga34544724242.912.790.228
2020-21Bundesliga34525325182.752.650.210
2019-20Bundesliga34535923263.093.180.174
2018-19Bundesliga34514724242.903.590.220
2017-18Bundesliga34503826322.742.620.215

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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