Predictions / Football / Germany. Regionalliga - Bayern / Schwaben Augsburg vs Aubstadt

Prediction Audit: Schwaben Augsburg vs Aubstadt Prediction, Odds & AI Betting Tips

Schwaben Augsburg Schwaben Augsburg
May 09, 2026 - 12:00
3 1.45
1 1.25
xG Accuracy: 61%
Aubstadt Aubstadt

The model missed the final outcome (Schwaben Augsburg win 3–1).

The model had projected Schwaben Augsburg at 41.8%, but the full-time result went the other way.

Tracked markets vs full-time result

Prediction grade F

Each row compares the pre-match model lean to the full-time result.

  • Market Prediction Result Outcome
  • Over / Under 2.5 Over 2.5 Over 2.5 (4 goals) ✔ Correct
  • Both Teams To Score BTTS No Yes ✖ Incorrect
  • 1X2 draw Schwaben Augsburg ✖ Incorrect
  • Correct Score Insights 1-1, 0-1, 1-2, 0-2, 1-0 3-1 ✖ Incorrect

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.70) — 4 goals materialised
  • Over 2.5 goals aligned with the xG profile

What failed

  • Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
  • 1X2: model leaned draw; match finished Schwaben Augsburg

Market lesson

The full-time result was Schwaben Augsburg win 3–1, which did not match the model's pre-match lean on 1X2.

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Prediction Timeline

How this prediction moved from forecast to full-time review.

  1. May 03, 2026 · 03:06 UTC Forecast generated
    • xG · Schwaben Augsburg 1.45 — Aubstadt 1.25
  2. May 09, 2026 · 12:00 UTC Kickoff
  3. FT Full-time result Schwaben Augsburg win · 3–1
  4. FT Prediction missed 1X2 lean did not match full-time result
  5. Archived Prediction review

Historical Snapshot

Frozen at kickoff — the model output as it stood before the match started.

Historical verdict: Observe
Historical Decision No Primary Bet
Outcome Missed
Pre-match metrics (historical context)
Prediction Reliability 57/100 · Moderate
  • Validation: Pending
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation pending
Market Compatibility 100/100
Betting Confidence 59/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 24, 2026 · 20:09 UTC Snapshot ID: dp-1635175

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Schwaben Augsburg win · Schwaben Augsburg 3–1 Aubstadt
Prediction ✖ Missed
Decision Grade F

Model Performance

This prediction contributes to:

  • Primary Bets ROI (180d): -100.0%

Review FAQ

How accurate was the prediction?
This page grades directional markets (1X2, Over/Under 2.5, BTTS) against the full-time result. The prediction grade reflects how many of those tracked markets matched reality.
What does xG Accuracy measure?
xG Accuracy compares the model's pre-match expected-goals profile to the actual scoreline — not whether every market hit. A strong directional review can coexist with a moderate xG accuracy score.
Why wasn't the exact score predicted?
Correct-score outcomes are low-probability tails even when the model reads the match profile well. We highlight top score bins for context; missing the exact line does not invalidate a directional review.
Does this improve the AI record?
Each finished match is logged in our validation pipeline. Aggregated hit rates and CLV studies are published separately — this page is the per-match audit trail.

Predictions are for informational purposes only. Always gamble responsibly and within your limits. Past performance does not guarantee future results.

AI match briefing

AI Match Summary

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

  • League: Regionalliga - Bayern
  • Fixture: Schwaben Augsburg vs Aubstadt
  • Kickoff: 2026-05-09 12:00:00
  • 1X2 (model): Home 10.0% · Draw 45.0% · Away 45.0%
  • xG (showing): Schwaben Augsburg 1.45 — Aubstadt 1.25 (total xG ≈ 2.7)
  • Value headline: None — no positive EV could be estimated on tracked lines at current best prices (missing odds or thin book depth).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Over 2.5 (Under 2.5 46.9% · Over 2.5 53.1%); BTTS No (Yes 49.2% · No 50.8%) Value lean (pricing): O/U 2.5 Over 2.5; BTTS No
  • BTTS (model): Yes 49.2% · No 50.8%
  • Correct score (top bin): 1-1 (11.7%)

Saying “no value” on a snapshot is a feature, not a bug: it protects readers from forcing a play when the edge is not there.

If lines move materially, re-run generation or refresh — implied probabilities and any future EV readouts will change first.

Historical Recommendation

Historical Decision: No Primary Bet

Outcome: Missed — Pre-match 1X2 lean did not match the full-time result.

Risk Factors Considered Before Kickoff

  • Price movement: implied probabilities and EV move with odds.
  • Sample / data gaps: low-information leagues widen forecast bands.
  • In-play state: goals and red cards are not modelled here.
  • Scoreline variance: the most likely scoreline is still usually a low absolute probability outcome (often well below 20%).

Last Updated

October 03, 2026 (UTC)

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Regionalliga - Bayern Regionalliga - Bayern — Standings
# TEAM MP W D L PTS
1 Nürnberg II 34 24 5 5 77
2 Würzburger Kickers 34 22 9 3 75
3 SpVgg Unterhaching 34 22 4 8 70
4 Illertissen 34 19 7 8 64
5 Vilzing 34 15 6 13 51
6 Aubstadt 34 13 10 11 49
7 Eichstätt 34 12 12 10 48
8 Bayern München II 34 14 6 14 47
9 Wacker Burghausen 34 13 8 13 47
10 Ansbach 34 13 7 14 46
11 Buchbach 34 13 7 14 46
12 Memmingen 34 10 12 12 42
13 Bayreuth 34 9 11 14 38
14 Augsburg II 34 9 7 18 34
15 Schwaben Augsburg 34 9 7 18 34
16 Greuther Fürth II 34 6 10 18 28
17 Viktoria Aschaffenburg 34 6 8 20 26
18 Hankofen-Hailing 34 5 8 21 23
# TEAM MP GS GC +/- PTS
1 Würzburger Kickers 34 74 25 +49 75
2 SpVgg Unterhaching 34 72 30 +42 70
3 Illertissen 34 72 46 +26 64
4 Nürnberg II 34 68 35 +33 77
5 Bayern München II 34 61 52 +9 47
6 Ansbach 34 54 65 -11 46
7 Buchbach 34 54 69 -15 46
8 Vilzing 34 49 44 +5 51
9 Aubstadt 34 49 45 +4 49
10 Eichstätt 34 48 37 +11 48
11 Greuther Fürth II 34 47 60 -13 28
12 Wacker Burghausen 34 46 50 -4 47
13 Memmingen 34 43 47 -4 42
14 Schwaben Augsburg 34 39 60 -21 34
15 Augsburg II 34 37 48 -11 34
16 Bayreuth 34 36 53 -17 38
17 Viktoria Aschaffenburg 34 31 71 -40 26
18 Hankofen-Hailing 34 31 74 -43 23
Regionalliga - Bayern Germany. Regionalliga - Bayern Predictions