Predictions / Football / Thailand. Thai League 2 / Nong Bua Pitchaya vs Kasetsart FC

Prediction Audit: Nong Bua Pitchaya vs Kasetsart FC Prediction, Odds & AI Betting Tips

Nong Bua Pitchaya Nong Bua Pitchaya
Sep 06, 2026 - 11:30
2 1.33
0 1.27
xG Accuracy: 59%
Kasetsart FC Kasetsart FC

AI correctly predicted the Nong Bua Pitchaya 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 Nong Bua Pitchaya Nong Bua Pitchaya ✔ Correct
  • Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 2-0 ✖ Incorrect

Model vs Closing Market

Strong Disagreement

The closing market prices Nong Bua Pitchaya higher than the statistical model.

Largest probability gap: Nong Bua Pitchaya -14.2 pp

Outcome Model Closing Market Difference Signal
Nong Bua Pitchaya 36.6% 50.8% -14.2 pp Market Higher
Draw 29.6% 25.9% +3.8 pp Aligned
Kasetsart FC 33.8% 23.3% +10.4 pp Model Edge

The closing market estimates Nong Bua Pitchaya's win probability at 50.8%, compared with the model's estimate of 36.6%, a difference of 14.2 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 (Nong Bua Pitchaya win 2–0).

Market Assessment

The market is materially more optimistic about Nong Bua Pitchaya 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

  • 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

Large model–market gaps do not automatically mean the market is right. Here the closing market priced Nong Bua Pitchaya higher (50.8% vs model 36.6%, 14.2 pp), but the model's lean was validated (Nong Bua Pitchaya win 2–0).

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Prediction Timeline

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

  1. Sep 06, 2026 · 11:29 UTC Forecast generated
    • Model 1X2 · Nong Bua Pitchaya 36.6% · Draw 29.6% · Kasetsart FC 33.8%
    • xG · Nong Bua Pitchaya 1.33 — Kasetsart FC 1.27
  2. Sep 06, 2026 · 11:02 UTC Opening odds snapshot PRE30
    • 1X2 odds · Nong Bua Pitchaya 1.78 · Draw 3.50 · Kasetsart FC 3.88
    • Implied 1X2 · Nong Bua Pitchaya 50.8% · Draw 25.9% · Kasetsart FC 23.3%
    • Bookmaker · Pinnacle
  3. Sep 06, 2026 · 11:29 UTC Closing snapshot recorded PRE1
    • 1X2 odds · Nong Bua Pitchaya 1.78 · Draw 3.50 · Kasetsart FC 3.88
    • Implied 1X2 · Nong Bua Pitchaya 50.8% · Draw 25.9% · Kasetsart FC 23.3%
    • Bookmaker · Pinnacle
  4. Sep 06, 2026 · 11:30 UTC Kickoff
  5. FT Full-time result Nong Bua Pitchaya 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: Monitor
Historical Decision Monitor
Outcome Validated
Pre-match metrics (historical context)
Prediction Reliability 56/100 · Moderate
  • Validation: Warning
  • Large market gap (14 pp)
Evidence ★★★★★
  • No strong statistical edge
  • Market has already priced much of the edge
  • Validation warning
Pricing proximity (inverse gap) 28/100
Betting Confidence 44/100

Validation Report

Immutable Snapshot

Prediction Time: Aug 31, 2026 · 01:27 UTC Snapshot ID: dp-6326638

Closing Odds 1.78
AI Fair Odds —
CLV Pending
Final Result Nong Bua Pitchaya win · Nong Bua Pitchaya 2–0 Kasetsart FC
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: Thai League 2
  • Fixture: Nong Bua Pitchaya vs Kasetsart FC
  • Kickoff: 2026-09-06 11:30:00
  • 1X2 (model): Home 36.6% · Draw 29.6% · Away 33.8%
  • xG (showing): Nong Bua Pitchaya 1.33 — Kasetsart FC 1.27 (total xG ≈ 2.6)
  • Value headline: None (actionable) — best tracked EV is about +0.7%, still below the +2.0% minimum for a headline / default stake (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 54.5% · No 45.5%) Value lean (pricing): O/U 2.5 Under 2.5; BTTS Yes
  • BTTS (model): Yes 54.5% · No 45.5%
  • 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.

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

October 01, 2026 (UTC)

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Thai League 2 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