AI correctly predicted the Muangthong United win.
The match finished 2–1, validating the model's directional assessment.
Tracked markets vs full-time result
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 (3 goals) ✖ Incorrect
- Both Teams To Score BTTS No Yes ✖ Incorrect
- 1X2 Muangthong United Muangthong United ✔ Correct
- Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-1 ✔ Correct
Model vs Closing Market
| Outcome | Model | Closing Market | Difference | Signal |
|---|---|---|---|---|
| Muangthong United | 36.6% | 34.6% | +2.0 pp | Aligned |
| Draw | 29.6% | 27.6% | +2.0 pp | Aligned |
| Nong Bua Pitchaya | 33.8% | 37.8% | -4.0 pp | Aligned |
The model and closing market are broadly aligned, with probability differences below 5 percentage points.
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 (Muangthong United win 2–1).
Market Assessment
The market and model are broadly aligned. Any small pricing gap likely reflects rounding or bookmaker margin, not a structural disagreement.
- Current pricing remains close to the model baseline.
Post Match Insights
What worked
- Expected goals projected a high-scoring match (ΣxG 2.60) — 3 goals materialised
- Exact score 2–1 fell within the model's highlighted bins
What failed
- Both Teams To Score: model leaned BTTS No; match finished BTTS Yes
- Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 goals)
Market lesson
The model's directional lean matched the full-time result (Muangthong United win 2–1).
Prediction Timeline
How this prediction moved from forecast to full-time review.
-
Sep 12, 2026 · 12:29 UTC Forecast generated
- Model 1X2 · Muangthong United 36.6% · Draw 29.6% · Nong Bua Pitchaya 33.8%
- xG · Muangthong United 1.33 — Nong Bua Pitchaya 1.27
-
Sep 12, 2026 · 12:00 UTC Opening odds snapshot PRE30
- 1X2 odds · Muangthong United 2.33 · Draw 3.14 · Nong Bua Pitchaya 2.81
- Implied 1X2 · Muangthong United 38.9% · Draw 28.9% · Nong Bua Pitchaya 32.2%
- Bookmaker · Pinnacle
-
Sep 12, 2026 · 12:29 UTC Closing snapshot recorded PRE1
- 1X2 odds · Muangthong United 2.63 · Draw 3.30 · Nong Bua Pitchaya 2.41
- Implied 1X2 · Muangthong United 34.6% · Draw 27.6% · Nong Bua Pitchaya 37.8%
- Bookmaker · Pinnacle
-
Sep 12, 2026 · 12:30 UTC Kickoff
-
FT Full-time result Muangthong United win · 2–1
-
FT Prediction validated Directional lean matched full-time result
-
Archived Prediction review
Historical Snapshot
Frozen at kickoff — the model output as it stood before the match started.
Pre-match metrics (historical context)
- Validation: Pass
- No strong statistical edge
- Direction agrees with model lean
- Validation passed
Validation Report
Immutable SnapshotModel 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.
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Thai League 2 — Standings
| # | TEAM | MP | W | D | L | PTS |
|---|---|---|---|---|---|---|
| 1 | Khon Kaen United | 4 | 3 | 0 | 1 | 9 |
| 2 | Uttaradit | 4 | 2 | 2 | 0 | 8 |
| 3 | Muang Loei United | 4 | 2 | 1 | 1 | 7 |
| 4 | Nong Bua Pitchaya | 4 | 2 | 1 | 1 | 7 |
| 5 | Chainat | 4 | 2 | 1 | 1 | 7 |
| 6 | Muangthong United | 4 | 2 | 1 | 1 | 7 |
| 7 | Satun | 4 | 2 | 0 | 2 | 6 |
| 8 | Kanchanaburi | 4 | 1 | 3 | 0 | 6 |
| 9 | Chiangmai United | 4 | 2 | 0 | 2 | 6 |
| 10 | Police Tero | 4 | 2 | 0 | 2 | 6 |
| 11 | Songkhla | 4 | 1 | 2 | 1 | 5 |
| 12 | Chanthaburi | 4 | 1 | 1 | 2 | 4 |
| 13 | Nakhon Pathom | 4 | 0 | 4 | 0 | 4 |
| 14 | Phrae United | 4 | 1 | 1 | 2 | 4 |
| 15 | Esan Pattaya | 4 | 1 | 1 | 2 | 4 |
| 16 | Mahasarakham United | 4 | 0 | 3 | 1 | 3 |
| 17 | Nakhon Ratchasima FC | 4 | 0 | 2 | 2 | 2 |
| 18 | Kasetsart FC | 4 | 0 | 1 | 3 | 1 |
| # | TEAM | MP | GS | GC | +/- | PTS |
|---|---|---|---|---|---|---|
| 1 | Satun | 4 | 11 | 9 | +2 | 6 |
| 2 | Nong Bua Pitchaya | 4 | 9 | 7 | +2 | 7 |
| 3 | Uttaradit | 4 | 8 | 5 | +3 | 8 |
| 4 | Khon Kaen United | 4 | 7 | 3 | +4 | 9 |
| 5 | Muang Loei United | 4 | 6 | 2 | +4 | 7 |
| 6 | Kanchanaburi | 4 | 6 | 4 | +2 | 6 |
| 7 | Songkhla | 4 | 6 | 5 | +1 | 5 |
| 8 | Chiangmai United | 4 | 5 | 4 | +1 | 6 |
| 9 | Chainat | 4 | 5 | 5 | 0 | 7 |
| 10 | Chanthaburi | 4 | 5 | 5 | 0 | 4 |
| 11 | Nakhon Ratchasima FC | 4 | 5 | 7 | -2 | 2 |
| 12 | Police Tero | 4 | 4 | 5 | -1 | 6 |
| 13 | Phrae United | 4 | 4 | 5 | -1 | 4 |
| 14 | Nakhon Pathom | 4 | 3 | 3 | 0 | 4 |
| 15 | Muangthong United | 4 | 3 | 4 | -1 | 7 |
| 16 | Mahasarakham United | 4 | 3 | 6 | -3 | 3 |
| 17 | Esan Pattaya | 4 | 1 | 6 | -5 | 4 |
| 18 | Kasetsart FC | 4 | 0 | 6 | -6 | 1 |
