Predictions / Football / Germany. 3. Liga / FC Ingolstadt 04 vs Alemannia Aachen

Prediction Audit: FC Ingolstadt 04 vs Alemannia Aachen Prediction, Odds & AI Betting Tips

Sep 04, 2026 - 17:00
0 1.48
3 1.62
xG Accuracy: 46%

AI correctly predicted the Alemannia Aachen win.

The match finished 0–3, validating the model's directional assessment.

Tracked markets vs full-time result

Prediction grade B-

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 (3 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Alemannia Aachen Alemannia Aachen ✔ Correct
  • Correct Score Insights 1-1, 1-2, 2-1, 0-1, 1-0 0-3 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The closing market prices FC Ingolstadt 04 higher than the statistical model.

Largest probability gap: FC Ingolstadt 04 -8.3 pp

Outcome Model Closing Market Difference Signal
FC Ingolstadt 04 33.7% 42.0% -8.3 pp Market Higher
Draw 26.6% 25.1% +1.5 pp Aligned
Alemannia Aachen 39.7% 33.0% +6.8 pp Model Higher

The closing market estimates FC Ingolstadt 04's win probability at 42.0%, compared with the model's estimate of 33.7%, a difference of 8.3 percentage points. This highlights a disagreement between the model and market consensus, without indicating which view is ultimately correct.

Model probabilities are generated from the statistical xG model using a Poisson distribution. Closing market probabilities are derived from consensus closing 1X2 odds after margin removal. Values represent implied probabilities rather than betting recommendations. Closing snapshot: PRE1.

After full time, the model's directional lean matched the result (Alemannia Aachen win 0–3).

Market Assessment

The market and model broadly agree on FC Ingolstadt 04. The remaining divergence may reflect differences in team-strength assumptions rather than a directional disagreement.

  • Monitor line movement before kickoff — not a betting recommendation.

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 3.10) — 3 goals materialised
  • Over 2.5 goals aligned with the xG profile

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No
  • Exact score: outside the model's top score bins

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Alemannia Aachen higher (48.0% vs model 39.7%, 8.3 pp), but the model's lean was validated (Alemannia Aachen win 0–3).

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Prediction Timeline

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

  1. Sep 04, 2026 · 17:00 UTC Forecast generated
    • Model 1X2 · FC Ingolstadt 04 33.7% · Draw 26.6% · Alemannia Aachen 39.7%
    • xG · FC Ingolstadt 04 1.48 — Alemannia Aachen 1.62
  2. Sep 04, 2026 · 16:31 UTC Opening odds snapshot PRE30
    • 1X2 odds · FC Ingolstadt 04 2.28 · Draw 3.80 · Alemannia Aachen 2.87
    • Implied 1X2 · FC Ingolstadt 04 41.8% · Draw 25.1% · Alemannia Aachen 33.2%
    • Bookmaker · Pinnacle
  3. Sep 04, 2026 · 17:00 UTC Closing snapshot recorded PRE1
    • 1X2 odds · FC Ingolstadt 04 2.27 · Draw 3.80 · Alemannia Aachen 2.89
    • Implied 1X2 · FC Ingolstadt 04 42.0% · Draw 25.1% · Alemannia Aachen 33.0%
    • Bookmaker · Pinnacle
  4. Sep 04, 2026 · 17:00 UTC Kickoff
  5. FT Full-time result Alemannia Aachen win · 0–3
  6. FT Prediction validated Directional lean matched full-time result
  7. Archived Prediction review

Historical Snapshot

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

Historical verdict: Monitor
Historical Decision Monitor
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 75/100 · High
  • Validation: Pass
Evidence ★★★★★
  • No strong statistical edge
  • Direction agrees with model lean
  • Validation passed
Pricing proximity (inverse gap) 20/100
Monitoring Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 29, 2026 · 02:12 UTC Snapshot ID: dp-5918305

Closing Odds 2.27
AI Fair Odds —
CLV Pending
Final Result Alemannia Aachen win · FC Ingolstadt 04 0–3 Alemannia Aachen
Prediction ✔ Correct
Decision Grade B-

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

Pre-match snapshot for this fixture.

  • League: 3. Liga
  • Fixture: FC Ingolstadt 04 vs Alemannia Aachen
  • Kickoff: 2026-09-04 17:00:00
  • 1X2 (model): Home 33.7% · Draw 26.6% · Away 39.7%
  • xG (showing): FC Ingolstadt 04 1.48 — Alemannia Aachen 1.62 (total xG ≈ 3.1)
  • Value headline: At least one tracked line reaches the headline EV threshold — align with the hero / Primary card if shown.
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Over 2.5 (Under 2.5 40.1% · Over 2.5 59.9%); BTTS Yes (Yes 63.4% · No 36.6%) Value lean (pricing): O/U 2.5 Over 2.5; BTTS Yes
  • BTTS (model): Yes 63.4% · No 36.6%
  • Correct score (top bin): 1-1 (10.8%)

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.

Most likely correct score stays a low-probability tail: use it for context, not as a must-bet story.

Historical Recommendation

Historical Decision: Monitor

Outcome: Validated — Pre-match lean validated against 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 01, 2026 (UTC)

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3. Liga 3. Liga — Standings
# TEAM MP W D L PTS
1 MSV Duisburg 7 6 0 1 18
2 FC Viktoria Köln 7 5 0 2 15
3 Rot-Weiß Essen 7 4 2 1 14
4 FC Saarbrücken 7 4 1 2 13
5 Hoffenheim II 7 4 1 2 13
6 Hansa Rostock 7 3 3 1 12
7 Alemannia Aachen 7 3 2 2 11
8 Preußen Münster 7 3 2 2 11
9 Waldhof Mannheim 7 3 1 3 10
10 Fortuna Düsseldorf 7 3 1 3 10
11 Verl 7 3 1 3 10
12 Fortuna Köln 7 2 3 2 9
13 SG Sonnenhof Grossaspach 7 2 2 3 8
14 FC Ingolstadt 04 7 2 2 3 8
15 Stuttgart II 7 2 1 4 7
16 Würzburger Kickers 7 2 1 4 7
17 SV Meppen 7 2 0 5 6
18 SSV Jahn Regensburg 7 1 2 4 5
19 SV Wehen 7 1 2 4 5
20 Havelse 7 1 1 5 4
# TEAM MP GS GC +/- PTS
1 MSV Duisburg 7 19 7 +12 18
2 FC Viktoria Köln 7 19 9 +10 15
3 FC Saarbrücken 7 19 12 +7 13
4 Hansa Rostock 7 15 15 0 12
5 Hoffenheim II 7 14 8 +6 13
6 Rot-Weiß Essen 7 13 9 +4 14
7 SSV Jahn Regensburg 7 13 17 -4 5
8 Preußen Münster 7 12 13 -1 11
9 Stuttgart II 7 12 15 -3 7
10 Alemannia Aachen 7 11 8 +3 11
11 Waldhof Mannheim 7 11 10 +1 10
12 Würzburger Kickers 7 11 15 -4 7
13 Verl 7 10 13 -3 10
14 Havelse 7 10 15 -5 4
15 Fortuna Köln 7 8 8 0 9
16 SV Meppen 7 8 15 -7 6
17 FC Ingolstadt 04 7 7 11 -4 8
18 Fortuna Düsseldorf 7 6 7 -1 10
19 SG Sonnenhof Grossaspach 7 6 9 -3 8
20 SV Wehen 7 5 13 -8 5