Predictions / Football / Hungary. NB I / Paks vs Ujpest

Prediction Audit: Paks vs Ujpest Prediction, Odds & AI Betting Tips

Paks Paks
Aug 21, 2026 - 15:30
2 1.40
0 1.20
xG Accuracy: 61%
Ujpest Ujpest

AI correctly predicted the Paks win.

The match finished 2–0, 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 Under 2.5 (2 goals) ✔ Correct
  • Both Teams To Score BTTS Yes No ✖ Incorrect
  • 1X2 Paks Paks ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-0 ✖ Incorrect

Post Match Insights

What worked

  • Under 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

The model's directional lean matched the full-time result (Paks win 2–0).

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Prediction Timeline

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

  1. Aug 21, 2026 · 15:30 UTC Forecast generated
    • xG · Paks 1.40 — Ujpest 1.20
  2. Aug 21, 2026 · 15:30 UTC Kickoff
  3. FT Full-time result Paks win · 2–0
  4. FT Prediction validated Directional lean matched 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 Validated
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: Aug 16, 2026 · 02:22 UTC Snapshot ID: dp-4232496

Closing Odds Pending
AI Fair Odds —
CLV Pending
Final Result Paks win · Paks 2–0 Ujpest
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 I
  • Fixture: Paks vs Ujpest
  • Kickoff: 2026-08-21 15:30:00
  • 1X2 (model): Home 40.0% · Draw 29.5% · Away 30.6%
  • xG (showing): Paks 1.4 — Ujpest 1.2 (total xG ≈ 2.6)
  • Value headline: None — no positive EV on tracked lines at current best prices (same as the decision block: 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 54.3% · No 45.7%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.3% · No 45.7%
  • Correct score (top bin): 1-1 (12.5%)

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: 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 10, 2026 (UTC)

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NB I NB I — Standings
# TEAM MP W D L PTS
1 Gyori ETO FC 8 4 3 1 15
2 Puskas Academy 8 5 0 3 15
3 Vasas 8 4 2 2 14
4 Ujpest 8 4 2 2 14
5 Ferencvarosi TC 7 3 3 1 12
6 Paks 8 3 2 3 11
7 MTK Budapest 8 2 3 3 9
8 Kisvarda FC 8 2 3 3 9
9 Debreceni VSC 8 2 3 3 9
10 Nyiregyhaza 8 2 2 4 8
11 Budapest Honved 7 1 3 3 6
12 Zalaegerszegi TE 8 2 0 6 6
# TEAM MP GS GC +/- PTS
1 Vasas 8 17 11 +6 14
2 Ujpest 8 17 13 +4 14
3 Gyori ETO FC 8 16 10 +6 15
4 Paks 8 16 17 -1 11
5 MTK Budapest 8 15 14 +1 9
6 Puskas Academy 8 13 10 +3 15
7 Debreceni VSC 8 12 15 -3 9
8 Ferencvarosi TC 7 11 8 +3 12
9 Budapest Honved 7 11 14 -3 6
10 Kisvarda FC 8 9 10 -1 9
11 Nyiregyhaza 8 9 14 -5 8
12 Zalaegerszegi TE 8 7 17 -10 6
# TEAM MP xG xGC +/- PTS
1 Vasas 8 1.6 0.5 +1.1 14
2 Kisvarda FC 8 0.5 1.6 -1.1 9
3 Gyori ETO FC 8 — — — 15
4 Puskas Academy 8 — — — 15
5 Ujpest 8 — — — 14
6 Ferencvarosi TC 7 — — — 12
7 Paks 8 — — — 11
8 MTK Budapest 8 — — — 9
9 Debreceni VSC 8 — — — 9
10 Nyiregyhaza 8 — — — 8
11 Budapest Honved 7 — — — 6
12 Zalaegerszegi TE 8 — — — 6
NB I Hungary. NB I Predictions