Nakhon Pathom 4-2 Khon Kaen United – Result & Analysis
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Poisson model rates Nakhon Pathom at 53%, yet other data sources diverge — this Nakhon Pathom vs Khon Kaen United fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Khon Kaen United make the trip to Nakhon Pathom Municipality Sport School Stadium to face Nakhon Pathom in Thai League 1, Regular Season - 8. The match kicks off on Saturday 21 October 2023 at 12:00 UTC.
Current Form
Nakhon Pathom's overall Thai League 1 record this term: 2W 2D 3L from 7 games (1.14 PPG). Last five: D W L L L. Offensively they are averaging 1.71 goals per game, with 2.00 conceded. However, 2.00 goals conceded per game is a concern — opposing attacks have exploited them regularly. 1 clean sheet from 7 outings provides some defensive foundation. Both teams have scored in 86% of their matches — an extremely high rate that makes BTTS Yes a well-supported standalone angle from their form alone. Nakhon Pathom have played only a handful of Thai League 1 games so far this season, so this record also draws on matches from last season.
At home at Nakhon Pathom Municipality Sport School Stadium, Nakhon Pathom have gone 1W 1D 1L this season (3 games, 1.33 PPG). At home they are averaging 1.67 goals scored and 1.67 conceded per game. Both teams have scored in 100% of their home games — an outstanding BTTS rate that is a key data point for this fixture.
Khon Kaen United have collected 1.00 PPG across 10 Thai League 1 outings this season: 2W 4D 4L. Last five: D L W L L. Their scoring rate of 1.00 per game is modest, conceding 1.90 — not a side to back heavily on the Over 2.5 from their form alone. 2 clean sheets from 10 outings suggests some defensive organisation. Khon Kaen United have played only a handful of Thai League 1 games so far this season, so this record also draws on matches from last season.
Khon Kaen United's away record: 1W 3D 6L from 10 road trips in Thai League 1 this season (0.60 PPG). Away from home they average 0.80 goals scored and 2.30 conceded per game.
Neither side holds a meaningful form edge. The 1.14 vs 1.00 PPG split is negligible — model and market signals should carry more analytical weight for this one.
Trading & In-Play
Nakhon Pathom — key trading statistics (7 games, 3 at home): they score before half-time in 71% of fixtures; BTTS occurs in 86% of their matches; Over 2.5 goals lands in 86% of games; Over 3.5 in 57%.
Khon Kaen United — key trading statistics (7 games, 3 at away): they score before half-time in 71% of fixtures; BTTS occurs in 43% of their matches; Over 2.5 goals lands in 43% of games; Over 3.5 in 43%; they fail to score in 57% of games.
From a combined perspective, both sides have high BTTS rates — Nakhon Pathom 86% and Khon Kaen United 43% — which reinforces the BTTS Yes angle from in-play data. The over/under 2.5 picture is inconclusive from the in-play data (Nakhon Pathom 86% | Khon Kaen United 43%).
Poisson Model
The Poisson distribution model projects Nakhon Pathom 1.83 xG and Khon Kaen United 1.14 xG. These expected goals figures are the primary input: they feed a goal-probability matrix across all scoreline combinations to derive the result and market probabilities below. Underlying strength ratings: Nakhon Pathom attack 0.839 / defence 1.184 | Khon Kaen United attack 0.791 / defence 1.281. League average goals — home 1.700 / away 1.216. Khon Kaen United bring a strong defensive rating of 1.281 — this is suppressing Nakhon Pathom's projected output below what their attack strength alone would suggest. Data: 7 Nakhon Pathom games / 37 Khon Kaen United games used (CurrentSeason).
Result probabilities: Nakhon Pathom 53% | Draw 24% | Khon Kaen United 23%. Fair-value odds: Nakhon Pathom 1.89 | Draw 4.17 | Khon Kaen United 4.35. Nakhon Pathom hold a narrow Poisson edge at 53% — the draw (24%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 57% | BTTS probability 58% | Total xG 2.97. Over 2.5 holds a meaningful probability edge at 57% — the 2.97 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS probability of 58% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Nakhon Pathom as the most likely outcome at 53% — moderate model lean. Draw probability of 24% warrants consideration of Double Chance or Draw No Bet on Nakhon Pathom if the outright odds are short.
The Poisson model projects 2.97 xG in total — Over 2.5 at 57% — reasonable confidence, supported by form averaging 3.2 goals per game.
Poisson assigns a 58% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Nakhon Pathom 100% | Khon Kaen United 50% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Nakhon Pathom vs Khon Kaen United | Competition: Thai League 1, Regular Season - 8 | Venue: Nakhon Pathom Municipality Sport School Stadium • Kick-off: Saturday 21 Oct 2023, 12:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Nakhon Pathom 53% | Draw 24% | Khon Kaen United 23% • Poisson goal markets: Over 2.5 57% | BTTS 58% | xG Nakhon Pathom 1.83 / Khon Kaen United 1.14 • Poisson strength factors: Nakhon Pathom attack 0.839 / def 1.184 | Khon Kaen United attack 0.791 / def 1.281 | league avg home 1.700 / away 1.216 • Poisson stance: Nakhon Pathom (53%) — moderate lean
🧮 Prediction Model
1.83
Nakhon Pathom xG
Expected Goals
1.14
Khon Kaen United xG
58%
BTTS
80%
Over 1.5
57%
Over 2.5
34%
Over 3.5
Full score-by-score matrix & model internals in the "Full Poisson Detail" section below ↓
⚠️ This analysis is generated algorithmically from statistical data and is intended for informational purposes only. It does not constitute betting advice. Please gamble responsibly.
❓ Frequently Asked Questions
What time does Nakhon Pathom vs Khon Kaen United kick off?
Nakhon Pathom vs Khon Kaen United kicked off at 12:00 on Saturday 21 October 2023 at Nakhon Pathom Municipality Sport School Stadium.
What was the final score in Nakhon Pathom vs Khon Kaen United?
Nakhon Pathom 4 - 2 Khon Kaen United.
Where is Nakhon Pathom vs Khon Kaen United being played?
The match is being played at Nakhon Pathom Municipality Sport School Stadium.
What competition is Nakhon Pathom vs Khon Kaen United part of?
Nakhon Pathom vs Khon Kaen United is a Regular Season - 8 fixture in the Thai League 1 (Thailand).
Who is favourite to win Nakhon Pathom vs Khon Kaen United?
Our statistical model gives Nakhon Pathom a 53% chance of winning, Khon Kaen United a 23% chance, and a 24% chance of a draw — making Nakhon Pathom the favourite.
Will both teams score in Nakhon Pathom vs Khon Kaen United?
Our model estimates a 58% probability that both Nakhon Pathom and Khon Kaen United will score (BTTS).
Will Nakhon Pathom vs Khon Kaen United have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 57%.
What is the head-to-head record between Nakhon Pathom and Khon Kaen United?
No recorded head-to-head meetings available in the dataset.
What form are Nakhon Pathom and Khon Kaen United in?
Nakhon Pathom (all comps): 2W-2D-3L in 7 | 1.14 PPG | GF 1.71 / GA 2.00 | L5 D-W-L-L-L. Khon Kaen United (all comps): 2W-4D-4L in 10 | 1.00 PPG | GF 1.00 / GA 1.90 | L5 D-L-W-L-L.
🧮 Model Insight
Where the Numbers Come From
The model rates Nakhon Pathom's attack at 0.84x the league average against Khon Kaen United's defence at 1.28x — combine the two and it projects 1.83 expected goals for the hosts. Flip it around — Khon Kaen United's attack (0.79x) against Nakhon Pathom's defence (1.18x) — and the away total comes out at 1.14.
These ratings are built from 7/37 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 12.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (9.8%), 2-0 (8.6%). Those top three scorelines alone account for 30% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Nakhon Pathom Win
53%
1.90
24%
4.09
23%
4.37
Top 3 Most Likely Scorelines
1 – 1
10.7%
Draw
Most likely
2 – 1
9.8%
Home win
1 – 0
9.4%
Home win
Expected Goals & Win Odds
1.83
Nakhon Pathom xG
Total xG
2.97
1.14
Khon Kaen United xG
1.90
53%
Home win
4.09
24%
Draw
4.37
23%
Away win
Goals Markets
80%
Over 1.5
1.25
20%
Under 1.5
5.00
57%
Over 2.5
1.75
43%
Under 2.5
2.33
35%
Over 3.5
2.86
65%
Under 3.5
1.54
18%
Over 4.5
5.56
82%
Under 4.5
1.22
Match Markets
Both Teams to Score
58%
BTTS Yes
1.73
42%
BTTS No
2.37
Clean Sheet
32%
3.13
16%
6.21
Win to Nil
17%
5.94
4%
27.13
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.2 | 5.9 | 3.3 | 1.3 | 0.4 | 0.1 |
| 1 | 9.4 | 10.7 | 6.1 | 2.3 | 0.7 | 0.2 |
| 2 | 8.6 | 9.8 | 5.6 | 2.1 | 0.6 | 0.1 |
| 3 | 5.2 | 6.0 | 3.4 | 1.3 | 0.4 | 0.1 |
| 4 | 2.4 | 2.7 | 1.6 | 0.6 | 0.2 | – |
| 5 | 0.9 | 1.0 | 0.6 | 0.2 | 0.1 | – |
Green = home win · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Nakhon Pathom vs Khon Kaen United?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 12.1%.
How many goals are Nakhon Pathom and Khon Kaen United expected to score?
The model projects 1.83 expected goals for Nakhon Pathom and 1.14 for Khon Kaen United, a combined total of 2.97.
How confident is the prediction model for Nakhon Pathom vs Khon Kaen United?
Not very — the model's leading outcome sits at just 53%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Nakhon Pathom come into this having played 7 games, going 2W 2D 3L for 1.14 points per game. Their last five reads D-W-L-L-L. It's still early in the season for Nakhon Pathom, so this record blends in a handful of games from last season too.
On the other side, Khon Kaen United sit at 0.86 PPG from 7 outings (1W 3D 3L), a run that reads D-L-W-L-L across their last five. It's still early in the season for Khon Kaen United, so this record blends in a handful of games from last season too.
There isn't much between them on recent form — 1.14 PPG for Nakhon Pathom against 0.86 for Khon Kaen United. Neither side arrives with a clear form advantage.
How They Fare by Venue
Nakhon Pathom's home form reads 1W 1D 1L across 3 games on their own ground, a 1.33 PPG return.
Away from home, Khon Kaen United have taken 0.33 points per game from 3 outings (0W 1D 2L). That's a step down from their 0.86 PPG overall record — away form has been the weaker part of Khon Kaen United's season.
Comparing the two in their relevant venue splits, Nakhon Pathom come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Attack vs Defence
Nakhon Pathom are averaging 1.71 goals scored and 2.00 conceded per game recently; Khon Kaen United are on 1.00 scored and 2.00 conceded.
On BTTS specifically: Nakhon Pathom have seen both teams score in 86% of their recent games.
Last 7 Results — Thai League 1
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Nakhon Pathom
Early Season
Khon Kaen United
Early Season
❓ Frequently Asked Questions
What form are Nakhon Pathom and Khon Kaen United in coming into this match?
Nakhon Pathom have gone 2W 2D 3L in their last 7 games (1.14 PPG), while Khon Kaen United have gone 1W 3D 3L in their last 7 (0.86 PPG).
Which team has the better venue record — Nakhon Pathom at home or Khon Kaen United away?
Nakhon Pathom's home record (1.33 PPG) is the stronger of the two venue-specific splits — Nakhon Pathom at home: 1.33 PPG; Khon Kaen United away: 0.33 PPG.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 4 times that we have on record, stretching back to October 2023 — a rivalry that has played out across roughly 1 year. Every recorded meeting has come in Thai League 1. It has been a while since the last meeting — 9 February 2025, some 1 year back — so squads and form on both sides may look very different now.
Notable Numbers
Specifically as hosts in this fixture, Nakhon Pathom have gone 2W 0D 0L from 2 meetings on their own ground against Khon Kaen United — worth weighing alongside the overall series record.
Last 4 Meetings
2
Nakhon Pathom
1
Draws
1
Khon Kaen United
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Nakhon Pathom and Khon Kaen United?
From 4 meetings on record, Nakhon Pathom have won 2, Khon Kaen United have won 1, and 1 have been drawn.
When did Nakhon Pathom and Khon Kaen United last play each other?
They last met on 9 February 2025, when Nakhon Pathom 2-1 Khon Kaen United.
Who has won more matches between Nakhon Pathom and Khon Kaen United?
Nakhon Pathom have the better head-to-head record, with 2 wins from 4 meetings.
📈 Trading Insight
Early Goal Trends
Nakhon Pathom are typically involved in an early goal — the half-time board shows at least one in 100% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 33% of those situations.
Khon Kaen United are typically involved in an early goal — the half-time board shows at least one in 67% of their matches.
Full-Time Markets
BTTS has landed consistently for both sides recently — 100% for Nakhon Pathom, 33% for Khon Kaen United — a strong two-way scoring signal.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 100% for Nakhon Pathom and 33% for Khon Kaen United. Stepping up a level, Over 3.5 has also landed reasonably often — 33% and 33% respectively — worth a look for goal-hungry markets.
On the defensive side: Khon Kaen United in 33%; Khon Kaen United in 67%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Nakhon Pathom home games / Khon Kaen United away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Nakhon Pathom play Khon Kaen United?
Yes — based on recent matches, both teams have scored in 100% of Nakhon Pathom's games and 33% of Khon Kaen United's, a combined rate that favours BTTS Yes.
Is Nakhon Pathom vs Khon Kaen United usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 100% of Nakhon Pathom's matches and 33% of Khon Kaen United's.
Do Nakhon Pathom and Khon Kaen United tend to score early?
Nakhon Pathom have had a goal before half-time in 100% of their recent matches, Khon Kaen United in 67% — a useful reference point for first-half goal markets.
Nakhon Pathom cruise to a comfortable 4-2 victory over Khon Kaen United.
📝 Match Report
How It Unfolded
Nakhon Pathom beat Khon Kaen United 4-2 at Nakhon Pathom Municipality Sport School Stadium, Regular Season - 8, in the Thai League 1. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting Nakhon Pathom 1.83 xG and Khon Kaen United 1.14 xG, a combined 2.97. The scoreboard read 4-2 for 6 actual goals. Nakhon Pathom beat their projection by 2.2 — clinical relative to the chances the model priced in. Khon Kaen United outscored their 1.14 projection by 0.9. Those figures were built on strength ratings of Nakhon Pathom attack 0.84 / defence 1.18 against Khon Kaen United attack 0.79 / defence 1.28, drawn from 7/37 games (CurrentSeason).
On the result, the model split it Nakhon Pathom 53% | Draw 24% | Khon Kaen United 23%, with Nakhon Pathom to win its most likely call at 53%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 57%. The game delivered 6, so it went over — a call the model got right. Over 1.5 had been 80% and landed. Over 3.5 was 34% and came in. On both teams to score, the model sat at 58% and the match saw both sides score — another call in the model's favour. Historically the two sides average 64% Over 2.5 across their same-competition games (Nakhon Pathom 86%, Khon Kaen United 43%), a base rate that agreed with today's over. Their combined BTTS history runs at 64%, which matched the both-scored outcome.
Trading Patterns vs Reality
Nakhon Pathom's trading profile (7 games, 3 home) set some clear expectations: BTTS lands in 86% of their matches — today it did.
Khon Kaen United's trading profile (7 games, 3 away) set some clear expectations: BTTS lands in 43% of their matches — today it did.
Form vs Result
The form lines were close — Nakhon Pathom 1.14 PPG, Khon Kaen United 0.86 PPG — offering no strong steer, and the Nakhon Pathom win broke the near-deadlock. Nakhon Pathom (home/away splits) scored 4 against a 1.67 average — above their attacking norm. Khon Kaen United (home/away splits) scored 2 against a 0.33 average — above their attacking norm and shipped 4 against a 2.67 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit). The numbers read this fixture well — the outcome largely followed the script the data laid out beforehand.
💡 Key Insights
⚠️ This match report is generated algorithmically from the final score, our prediction model, and each team's historical form and trading data. Analysis is for informational purposes only.