Prediction Audit: Tatabánya vs Bicskei Prediction, Odds & AI Betting Tips

Aug 12, 2026 - 15:30
3 1.45
1 1.15
xG Accuracy: 63%

AI correctly predicted the Tatabánya win.

The match finished 3–1, 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 Under 2.5 Over 2.5 (4 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Tatabánya Tatabánya ✔ Correct
  • Correct Score Insights 1-1, 1-0, 2-1, 0-1, 2-0 3-1 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Tatabánya higher than the statistical model.

Largest probability gap: Tatabánya -22.5 pp

Outcome Model Closing Market Difference Signal
Tatabánya 42.4% 64.9% -22.5 pp Market Higher
Draw 29.3% 19.7% +9.6 pp Model Higher
Bicskei 28.4% 15.5% +12.9 pp Model Edge

The closing market estimates Tatabánya's win probability at 64.9%, compared with the model's estimate of 42.4%, a difference of 22.5 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 (Tatabánya win 3–1).

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 4 goals materialised
  • Both Teams To Score (Yes) matched the full-time result

What failed

  • Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (4 goals)
  • 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 Tatabánya higher (64.9% vs model 42.4%, 22.5 pp), but the model's lean was validated (Tatabánya win 3–1).

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Prediction Timeline

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

  1. Aug 12, 2026 · 15:29 UTC Forecast generated
    • Model 1X2 · Tatabánya 42.4% · Draw 29.2% · Bicskei 28.4%
    • xG · Tatabánya 1.45 — Bicskei 1.15
  2. Aug 12, 2026 · 15:01 UTC Opening odds snapshot PRE30
    • 1X2 odds · Tatabánya 1.37 · Draw 4.52 · Bicskei 5.74
    • Implied 1X2 · Tatabánya 64.9% · Draw 19.7% · Bicskei 15.5%
    • Bookmaker · Pinnacle
  3. Aug 12, 2026 · 15:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Tatabánya 1.37 · Draw 4.52 · Bicskei 5.74
    • Implied 1X2 · Tatabánya 64.9% · Draw 19.7% · Bicskei 15.5%
    • Bookmaker · Pinnacle
  4. Aug 12, 2026 · 15:30 UTC Kickoff
  5. FT Full-time result Tatabánya win · 3–1
  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: Cautious / Wait

Historical label: Originally displayed as "Wait for validation".

Historical Decision Wait
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 52/100 · Moderate
  • Validation: Warning
  • Large market gap (22 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 0/100
Betting Confidence 33/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 30, 2026 · 02:15 UTC Snapshot ID: dp-2482549

Closing Odds 1.37
AI Fair Odds —
CLV Pending
Final Result Tatabánya win · Tatabánya 3–1 Bicskei
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: NB III - Northwest
  • Fixture: Tatabánya vs Bicskei
  • Kickoff: 2026-08-12 15:30:00
  • 1X2 (model): Home 42.4% · Draw 29.2% · Away 28.4%
  • xG (showing): Tatabánya 1.45 — Bicskei 1.15 (total xG ≈ 2.6)
  • Value headline: None (actionable) — best tracked EV is about +0.8%, still below the +2.0% minimum for a headline / default stake (no default bet).
  • Structural leans (not bets): Structural lean (model): O/U 2.5 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 53.9% · No 46.1%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 53.9% · No 46.1%
  • Correct score (top bin): 1-1 (12.4%)

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: Wait

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

September 29, 2026 (UTC)

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NB III - Northwest NB III - Northwest — Standings
# TEAM MP W D L PTS
1 Haladás VSE 8 6 2 0 20
2 Tatabánya 9 6 2 1 20
3 Dorogi FC 8 6 1 1 19
4 Sárisápi Bányász 9 5 1 3 16
5 MTE 1904 8 4 3 1 15
6 Bicskei 9 5 0 4 15
7 Komárom 9 4 3 2 15
8 Gyori ETO II 9 4 2 3 14
9 SC Sopron 9 3 3 3 12
10 Zalaegerszegi TE II 9 3 1 5 10
11 Puskás II 8 3 0 5 9
12 Veszprém 9 2 3 4 9
13 Pápai Perutz 8 2 2 4 8
14 Király SZE 9 1 3 5 6
15 Szombathelyi Haladas 1 0 1 0 1
15 Balatonalmádi 8 1 0 7 3
16 1908 SZAC 9 0 2 7 2
# TEAM MP GS GC +/- PTS
1 Dorogi FC 8 26 6 +20 19
2 Haladás VSE 8 24 7 +17 20
3 Tatabánya 9 23 8 +15 20
4 Bicskei 9 23 20 +3 15
5 Komárom 9 16 13 +3 15
6 Sárisápi Bányász 9 15 15 0 16
7 Zalaegerszegi TE II 9 15 17 -2 10
8 MTE 1904 8 14 7 +7 15
9 Gyori ETO II 9 14 10 +4 14
10 Puskás II 8 14 17 -3 9
11 Veszprém 9 14 21 -7 9
12 SC Sopron 9 12 13 -1 12
13 Király SZE 9 9 17 -8 6
14 Pápai Perutz 8 7 14 -7 8
15 Balatonalmádi 8 7 26 -19 3
16 1908 SZAC 9 5 27 -22 2
17 Szombathelyi Haladas 1 1 1 0 1