Predictions / Football / Mongolia. Premier League / Ulaanbaatar vs Deren

Prediction Audit: Ulaanbaatar vs Deren Prediction, Odds & AI Betting Tips

Ulaanbaatar Ulaanbaatar
Jul 06, 2026 - 04:00
2 1.26
3 1.34
xG Accuracy: 52%
Deren Deren

AI correctly predicted the Deren win.

The match finished 2–3, 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 Under 2.5 Over 2.5 (5 goals) ✖ Incorrect
  • Both Teams To Score BTTS Yes Yes ✔ Correct
  • 1X2 Deren Deren ✔ Correct
  • Correct Score Insights 1-1, 0-1, 1-0, 1-2, 2-1 2-3 ✖ Incorrect

Model vs Closing Market

Moderate Disagreement

The model rates Draw considerably stronger than the closing betting market.

Largest probability gap: Draw +7.7 pp

Outcome Model Closing Market Difference Signal
Ulaanbaatar 33.3% 37.3% -4.0 pp Aligned
Draw 29.6% 21.9% +7.7 pp Model Higher
Deren 37.1% 40.8% -3.7 pp Aligned

The statistical model estimates Draw's win probability at 29.6%, compared with the closing market's implied probability of 21.9%, a difference of 7.7 percentage points. This highlights a substantial disagreement between the model's assessment and the market consensus, rather than 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 (Deren win 2–3).

Market Assessment

The fair estimate shows a modest edge over current market pricing on Draw.

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

Post Match Insights

What worked

  • Expected goals projected a high-scoring match (ΣxG 2.60) — 5 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 (5 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 Deren more conservatively (29.4% vs model 37.1%, 7.7 pp), but the model's lean was validated (Deren win 2–3).

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Prediction Timeline

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

  1. Jul 06, 2026 · 19:11 UTC Forecast generated
    • Model 1X2 · Ulaanbaatar 33.4% · Draw 29.6% · Deren 37.0%
    • xG · Ulaanbaatar 1.26 — Deren 1.34
  2. Jul 06, 2026 · 03:29 UTC Opening odds snapshot PRE30
    • 1X2 odds · Ulaanbaatar 2.37 · Draw 4.03 · Deren 2.17
    • Implied 1X2 · Ulaanbaatar 37.3% · Draw 21.9% · Deren 40.8%
    • Bookmaker · Pinnacle
  3. Jul 06, 2026 · 03:59 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Ulaanbaatar 2.37 · Draw 4.03 · Deren 2.17
    • Implied 1X2 · Ulaanbaatar 37.3% · Draw 21.9% · Deren 40.8%
    • Bookmaker · Pinnacle
  4. Jul 06, 2026 · 04:00 UTC Kickoff
  5. FT Full-time result Deren win · 2–3
  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: Observe
Historical Decision No Primary Bet
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) 61/100
Betting Confidence 78/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 19:06 UTC Snapshot ID: dp-1488883

Closing Odds 4.03
AI Fair Odds —
CLV Pending
Final Result Deren win · Ulaanbaatar 2–3 Deren
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

Quick read on how the model reads this matchup.

  • League: Premier League
  • Fixture: Ulaanbaatar vs Deren
  • Kickoff: 2026-07-06 04:00:00
  • 1X2 (model): Home 45.0% · Draw 45.0% · Away 10.0%
  • xG (showing): Ulaanbaatar 1.26 — Deren 1.34 (total xG ≈ 2.6)
  • 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): See the Over/Under and BTTS cards for any directional lean text.
  • BTTS (model): Yes N/A · No N/A
  • Correct score (top bin): N/A

The decision block shows no default Primary: Primary needs consensus EV ≥ +5.0% plus strength/reliability/calibration gates. A separate Lean/tracked gate is +2.0% (selective only). Lean labels are directional only — not bankroll-sized recommendations.

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

September 30, 2026 (UTC)

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Premier League Premier League — Standings
# TEAM MP W D L PTS
1 Ulaanbaatar 16 13 2 1 41
2 Tuv Azarganuud 16 12 3 1 39
3 Khangarid 16 10 3 3 33
4 Deren 16 9 3 4 30
5 Hunters 16 7 3 6 24
6 Khovd Western 16 5 3 8 18
7 Khovd 16 4 0 12 12
8 Khoromkhon 16 2 0 14 6
9 Ulaangom City 16 1 1 14 4
10 Falcons 0 0 0 0 0
# TEAM MP GS GC +/- PTS
1 Ulaanbaatar 16 65 9 +56 41
2 Khangarid 16 59 19 +40 33
3 Deren 16 57 16 +41 30
4 Tuv Azarganuud 16 54 14 +40 39
5 Hunters 16 44 27 +17 24
6 Khovd Western 16 29 36 -7 18
7 Khovd 16 28 73 -45 12
8 Khoromkhon 16 27 86 -59 6
9 Ulaangom City 16 16 99 -83 4
10 Falcons 0 0 0 0 0
Premier League Mongolia. Premier League Predictions