Prediction Audit: Khon Kaen United vs Mahasarakham United Prediction, Odds & AI Betting Tips

Khon Kaen United

Sep 12, 2026 - 11:30

3 1.35

0 1.25

xG Accuracy: 45%

Mahasarakham United

AI correctly predicted the Khon Kaen United win.

The match finished 3–0, 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 Over 2.5 (3 goals) ✖ Incorrect
Both Teams To Score BTTS No No ✔ Correct
1X2 Khon Kaen United Khon Kaen United ✔ Correct
Correct Score Insights 1-1, 1-0, 0-1, 2-1, 1-2 3-0 ✖ Incorrect

Model vs Closing Market

Outcome	Model	Closing Market	Difference	Signal
Khon Kaen United	37.5%	50.9%	-13.3 pp	Market Higher
Draw	29.6%	25.9%	+3.7 pp	Aligned
Mahasarakham United	32.9%	23.2%	+9.7 pp	Model Higher

The closing market estimates Khon Kaen United's win probability at 50.9%, compared with the model's estimate of 37.5%, a difference of 13.3 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 (Khon Kaen United win 3–0).

Market Assessment

The market is materially more optimistic about Khon Kaen United 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) — 3 goals materialised
Both Teams To Score (No) matched the full-time result

What failed

Over / Under 2.5: model leaned Under 2.5; match finished Over 2.5 (3 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 Khon Kaen United higher (50.8% vs model 37.5%, 13.3 pp), but the model's lean was validated (Khon Kaen United win 3–0).

Premium betting site stake: New users can use the promo code FHn2uDc1 to receive $100 cash.

Prediction Timeline

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

Sep 12, 2026 · 11:30 UTC Forecast generated
- Model 1X2 · Khon Kaen United 37.6% · Draw 29.6% · Mahasarakham United 32.9%
- xG · Khon Kaen United 1.35 — Mahasarakham United 1.25
Sep 12, 2026 · 11:04 UTC Opening odds snapshot PRE30
- 1X2 odds · Khon Kaen United 1.78 · Draw 3.49 · Mahasarakham United 3.91
- Implied 1X2 · Khon Kaen United 50.9% · Draw 25.9% · Mahasarakham United 23.2%
- Bookmaker · Pinnacle
Sep 12, 2026 · 11:30 UTC Closing snapshot recorded PRE1
- 1X2 odds · Khon Kaen United 1.78 · Draw 3.49 · Mahasarakham United 3.91
- Implied 1X2 · Khon Kaen United 50.9% · Draw 25.9% · Mahasarakham United 23.2%
- Bookmaker · Pinnacle
Sep 12, 2026 · 11:30 UTC Kickoff
FT Full-time result Khon Kaen United win · 3–0
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.

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: Sep 07, 2026 · 01:02 UTC Snapshot ID: dp-7424655

Closing Odds 1.78

AI Fair Odds —

CLV Pending

Final Result Khon Kaen United win · Khon Kaen United 3–0 Mahasarakham United

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

Below is a compact, numbers-first snapshot aligned with the same engine as the cards above.

League: Thai League 2
Fixture: Khon Kaen United vs Mahasarakham United
Kickoff: 2026-09-12 11:30:00
1X2 (model): Home 37.6% · Draw 29.6% · Away 32.9%
xG (showing): Khon Kaen United 1.35 — Mahasarakham United 1.25 (total xG ≈ 2.6)
Best +EV line (same label as hero card when Primary thresholds are not met): Under 2.5 goals
Model: 51.8% · Implied: 47.0% · Probability edge: +4.8 pts · Est. EV: +5.1%
BTTS (model): Yes 54.5% · No 45.5%
Correct score (top bin): 1-1 (12.5%)

Totals and BTTS are evaluated against current market prices where available.

1X2 can look balanced even when side markets show clearer structure.

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 — 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