Prediction Audit: Aral vs Shortan Prediction, Odds & AI Betting Tips

Jul 24, 2026 - 13:30
3 1.39
1 1.21
xG Accuracy: 61%

AI correctly predicted the Aral 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 Aral Aral ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 3-1 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Aral higher than the statistical model.

Largest probability gap: Aral -13.4 pp

Outcome Model Closing Market Difference Signal
Aral 45.3% 58.7% -13.4 pp Market Higher
Draw 27.7% 22.4% +5.3 pp Model Higher
Shortan 27.0% 18.9% +8.1 pp Model Higher

The closing market estimates Aral's win probability at 58.7%, compared with the model's estimate of 45.3%, a difference of 13.4 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 (Aral win 3–1).

Market Assessment

The market is materially more optimistic about Aral than the current fair estimate.

  • Investors may be incorporating information not fully reflected in the baseline model.
  • Tournament-specific context can shift market pricing.

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 Aral higher (58.7% vs model 45.3%, 13.4 pp), but the model's lean was validated (Aral win 3–1).

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Prediction Timeline

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

  1. Jul 24, 2026 · 19:31 UTC Forecast generated
    • Model 1X2 · Aral 45.3% · Draw 27.7% · Shortan 27.0%
    • xG · Aral 1.39 — Shortan 1.21
  2. Jul 24, 2026 · 12:59 UTC Opening odds snapshot PRE30
    • 1X2 odds · Aral 1.53 · Draw 4.00 · Shortan 4.75
    • Implied 1X2 · Aral 58.7% · Draw 22.4% · Shortan 18.9%
    • Bookmaker · Bet365
  3. Jul 24, 2026 · 13:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Aral 1.53 · Draw 4.00 · Shortan 4.75
    • Implied 1X2 · Aral 58.7% · Draw 22.4% · Shortan 18.9%
    • Bookmaker · Bet365
  4. Jul 24, 2026 · 13:30 UTC Kickoff
  5. FT Full-time result Aral 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: Monitor
Historical Decision Monitor
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 56/100 · Moderate
  • Validation: Warning
  • Large market gap (13 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 33/100
Betting Confidence 44/100

Validation Report

Immutable Snapshot

Prediction Time: Jul 23, 2026 · 13:55 UTC Snapshot ID: dp-1452936

Closing Odds 1.53
AI Fair Odds —
CLV Pending
Final Result Aral win · Aral 3–1 Shortan
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: Uzbekistan Pro League A
  • Fixture: Aral vs Shortan
  • Kickoff: 2026-07-24 13:30:00
  • 1X2 (model): Home 45.0% · Draw 45.0% · Away 10.0%
  • xG (showing): Aral 1.39 — Shortan 1.21 (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

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

September 28, 2026 (UTC)

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Pro League A Pro League A — Standings
# TEAM MP W D L PTS
1 Aral 20 15 4 1 49
2 Shortan 20 13 3 4 42
3 Metalourg 20 12 4 4 40
4 FarDu 20 11 6 3 39
5 Kattaqurgon 19 10 3 6 33
6 Gazalkent 20 9 5 6 32
7 Lochin 20 9 5 6 32
8 Olimpik-Mobiuz 18 9 4 5 31
9 Jayxun 20 7 3 10 24
10 Respublika FA 19 6 4 9 22
11 Yaypan 20 6 4 10 22
12 BuxDu 20 3 1 16 10
13 Pakhtakor II 20 3 1 16 10
14 Qiziriq 20 1 1 18 4
# TEAM MP GS GC +/- PTS
1 Metalourg 20 46 16 +30 40
2 Aral 20 42 13 +29 49
3 FarDu 20 37 27 +10 39
4 Gazalkent 20 36 23 +13 32
5 Shortan 20 35 19 +16 42
6 Olimpik-Mobiuz 18 34 20 +14 31
7 Lochin 20 26 23 +3 32
8 Respublika FA 19 25 29 -4 22
9 Kattaqurgon 19 24 17 +7 33
10 Yaypan 20 23 37 -14 22
11 Jayxun 20 22 25 -3 24
12 BuxDu 20 16 48 -32 10
13 Pakhtakor II 20 13 46 -33 10
14 Qiziriq 20 12 48 -36 4