Prediction Audit: Tractor Sazi vs Paykan Prediction, Odds & AI Betting Tips

Aug 14, 2026 - 14:30
2 1.51
0 1.09
xG Accuracy: 65%

AI correctly predicted the Tractor Sazi 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 Tractor Sazi Tractor Sazi ✔ Correct
  • Correct Score Insights 1-1, 1-0, 2-1, 2-0, 0-1 2-0 ✔ Correct

Model vs Closing Market

Strong Disagreement

The closing market prices Tractor Sazi higher than the statistical model.

Largest probability gap: Tractor Sazi -20.9 pp

Outcome Model Closing Market Difference Signal
Tractor Sazi 45.3% 66.2% -20.9 pp Market Higher
Draw 28.9% 23.4% +5.4 pp Model Higher
Paykan 25.8% 10.3% +15.4 pp Model Edge

The closing market estimates Tractor Sazi's win probability at 66.2%, compared with the model's estimate of 45.3%, a difference of 20.9 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 (Tractor Sazi win 2–0).

Post Match Insights

What worked

  • Tractor Sazi attacking xG significantly stronger (1.51 vs 1.09)
  • Under 2.5 goals aligned with the xG profile
  • Exact score 2–0 fell within the model's highlighted bins

What failed

  • Both Teams To Score: model leaned BTTS Yes; match finished BTTS No

Market lesson

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Tractor Sazi higher (66.2% vs model 45.3%, 20.9 pp), but the model's lean was validated (Tractor Sazi win 2–0).

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Prediction Timeline

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

  1. Aug 14, 2026 · 14:29 UTC Forecast generated
    • Model 1X2 · Tractor Sazi 45.3% · Draw 28.9% · Paykan 25.8%
    • xG · Tractor Sazi 1.51 — Paykan 1.09
  2. Aug 14, 2026 · 13:59 UTC Opening odds snapshot PRE30
    • 1X2 odds · Tractor Sazi 1.36 · Draw 3.84 · Paykan 8.70
    • Implied 1X2 · Tractor Sazi 66.2% · Draw 23.4% · Paykan 10.3%
    • Bookmaker · Marathonbet
  3. Aug 14, 2026 · 14:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Tractor Sazi 1.36 · Draw 3.84 · Paykan 8.70
    • Implied 1X2 · Tractor Sazi 66.2% · Draw 23.4% · Paykan 10.3%
    • Bookmaker · Marathonbet
  4. Aug 14, 2026 · 14:30 UTC Kickoff
  5. FT Full-time result Tractor Sazi win · 2–0
  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 53/100 · Moderate
  • Validation: Warning
  • Large market gap (21 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Pricing remains divergent
  • Validation warning
Pricing proximity (inverse gap) 0/100
Betting Confidence 34/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 09, 2026 · 00:41 UTC Snapshot ID: dp-3332912

Closing Odds 1.36
AI Fair Odds —
CLV Pending
Final Result Tractor Sazi win · Tractor Sazi 2–0 Paykan
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: Persian Gulf Pro League
  • Fixture: Tractor Sazi vs Paykan
  • Kickoff: 2026-08-14 14:30:00
  • 1X2 (model): Home 45.3% · Draw 28.9% · Away 25.8%
  • xG (showing): Tractor Sazi 1.51 — Paykan 1.09 (total xG ≈ 2.6)
  • 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 Under 2.5 (Under 2.5 51.8% · Over 2.5 48.2%); BTTS Yes (Yes 53.3% · No 46.7%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 53.3% · No 46.7%
  • Correct score (top bin): 1-1 (12.2%)

When book depth is thin or odds are missing, EV may be unavailable even though the model still prefers one side on totals or BTTS — wait for cleaner prices or skip.

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

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 30, 2026 (UTC)

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Persian Gulf Pro League Persian Gulf Pro League — Standings
# TEAM MP W D L PTS
1 Tractor Sazi 7 5 1 1 16
2 Esteghlal FC 7 4 3 0 15
3 Persepolis FC 6 4 1 1 13
4 Aluminium Arak 6 3 3 0 12
5 Sepahan FC 6 3 1 2 10
6 Gol Gohar 7 3 1 3 10
7 Foolad FC 6 2 3 1 9
8 Paykan 7 2 2 3 8
9 Nassaji Mazandaran 7 2 2 3 8
10 Chadormalu SC 7 2 2 3 8
11 Fajr Sepasi 6 1 4 1 7
12 Malavan 6 2 1 3 7
13 Kheybar Khorramabad 6 1 3 2 6
14 ZOB Ahan 6 1 3 2 6
15 Esteghlal Khuzestan 7 1 3 3 6
16 Shams Azar Qazvin 7 1 2 4 5
17 Mes Shahr-e Babak 7 0 5 2 5
18 Sanat Naft 7 0 4 3 4
# TEAM MP GS GC +/- PTS
1 Persepolis FC 6 12 3 +9 13
2 Esteghlal FC 7 9 1 +8 15
3 Tractor Sazi 7 8 1 +7 16
4 Aluminium Arak 6 8 3 +5 12
5 Kheybar Khorramabad 6 8 8 0 6
6 Gol Gohar 7 7 7 0 10
7 Shams Azar Qazvin 7 6 9 -3 5
8 Foolad FC 6 5 3 +2 9
9 Sepahan FC 6 5 4 +1 10
10 Paykan 7 5 6 -1 8
11 Malavan 6 5 8 -3 7
12 Mes Shahr-e Babak 7 5 10 -5 5
13 Nassaji Mazandaran 7 4 6 -2 8
14 Chadormalu SC 7 4 9 -5 8
15 Esteghlal Khuzestan 7 4 9 -5 6
16 Fajr Sepasi 6 3 3 0 7
17 ZOB Ahan 6 3 5 -2 6
18 Sanat Naft 7 2 8 -6 4