Khon Kaen United 1-1 BG Pathum United – Result & Analysis
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Poisson model favours BG Pathum United (47%) — form and H2H data both point in the same direction as Khon Kaen United face BG Pathum United.
✍️ Match Preview
Analysis & Preview
A Thai League 1 encounter, Regular Season - 14 sees BG Pathum United travel to Khon Kaen Stadium to take on Khon Kaen United. The game is scheduled for Saturday 16 December 2023, 11:00 UTC.
Form Guide
Khon Kaen United — All Games: 2W 3D 5L from 10 Thai League 1 outings this season, averaging 0.90 points per game. Last five: W D D D L. Offensively they are averaging 1.60 goals per game, with 2.70 conceded. However, 2.70 goals conceded per game is a concern — opposing attacks have exploited them regularly. Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets. This season is still relatively young for Khon Kaen United, so this record blends games from this season and last.
In front of their own supporters this season, Khon Kaen United have posted 3W 5D 2L at Khon Kaen Stadium — 1.40 PPG. At home they are averaging 1.40 goals scored and 1.50 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Looking at all fixtures this season, BG Pathum United stand at 8W 1D 1L from 10 Thai League 1 matches — 2.50 PPG. Last five: W D W W W. Their attacking form is sharp — 2.30 goals per game is a high-output rate that commands respect in the goals markets. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. This season is still relatively young for BG Pathum United, so this record blends games from this season and last.
When travelling in Thai League 1 this season, BG Pathum United have posted 5W 2D 3L from 10 away outings — 1.70 PPG. Away from home they average 1.40 goals scored and 1.20 conceded per game. Their away PPG of 1.70 is notably below their overall 2.50 — form away from home has been a clear weakness this season.
Despite the home advantage, the form figures favour BG Pathum United — 1.60 PPG ahead of the hosts (2.50 vs 0.90). That gap is large enough to take seriously. Draw No Bet on the visitors neutralises home-ground risk while maintaining the form-backed selection.
Head to Head
There is little to separate the sides historically. From 4 previous meetings, Khon Kaen United have won 0, BG Pathum United 2, with 2 draws — a balanced ledger that offers no obvious directional steer on its own.
The 4 previous meetings have averaged 2.2 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 12 Mar 2023, ended 0–0 with a draw.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
In-Play Profile
Khon Kaen United in-play tendencies (42 games, 21 at home): they score before half-time in 71% of fixtures in home games; when goalless at HT, a second-half goal follows 46% of the time; BTTS occurs in 48% of their matches (home games); Over 2.5 goals lands in 43% of games (home games); they fail to score in 38% of games.
BG Pathum United in-play tendencies (42 games, 21 at away): they score before half-time in 57% of fixtures in away games; when goalless at HT, a second-half goal follows 73% of the time; BTTS occurs in 38% of their matches (away games); Over 2.5 goals lands in 52% of games (away games); they fail to score in 36% of games.
BTTS rates are mixed from the trading data — Khon Kaen United 52% versus BG Pathum United 43%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Khon Kaen United 45% | BG Pathum United 57%).
Poisson Model
The Poisson distribution model projects Khon Kaen United 1.37 xG and BG Pathum United 1.79 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: Khon Kaen United attack 0.992 / defence 1.171 | BG Pathum United attack 1.178 / defence 0.839. League average goals — home 1.645 / away 1.295. Data: 43 Khon Kaen United games / 42 BG Pathum United games used (CurrentSeason).
Result probabilities: Khon Kaen United 29% | Draw 24% | BG Pathum United 47%. Fair-value odds: Khon Kaen United 3.45 | Draw 4.17 | BG Pathum United 2.13. BG Pathum United hold a narrow Poisson edge at 47% — the draw (24%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 61% | BTTS probability 63% | Total xG 3.15. Over 2.5 holds a meaningful probability edge at 61% — the 3.15 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS Yes at 63% reflects that both xG figures (1.37 / 1.79) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Summary & Verdict
The Poisson model's primary lean is BG Pathum United at 47% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 24% draw probability, Draw No Bet on BG Pathum United offers a more defensible entry point than the straight win. The opposing side holds a 29% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 3.15 xG in total — Over 2.5 at 61% — reasonable confidence, supported by form averaging 2.8 goals per game.
On the BTTS market, Poisson puts 63% on Yes. Form rates corroborate: Khon Kaen United 60% | BG Pathum United 50% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Khon Kaen United vs BG Pathum United | Competition: Thai League 1, Regular Season - 14 | Venue: Khon Kaen Stadium • Kick-off: Saturday 16 Dec 2023, 11:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Khon Kaen United 29% | Draw 24% | BG Pathum United 47% • Poisson goal markets: Over 2.5 61% | BTTS 63% | xG Khon Kaen United 1.37 / BG Pathum United 1.79 • Poisson strength factors: Khon Kaen United attack 0.992 / def 1.171 | BG Pathum United attack 1.178 / def 0.839 | league avg home 1.645 / away 1.295 • Poisson stance: BG Pathum United (47%) — moderate lean
🧮 Prediction Model
1.37
Khon Kaen United xG
Expected Goals
1.79
BG Pathum United xG
63%
BTTS
83%
Over 1.5
61%
Over 2.5
39%
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 Khon Kaen United vs BG Pathum United kick off?
Khon Kaen United vs BG Pathum United kicked off at 11:00 on Saturday 16 December 2023 at Khon Kaen Stadium.
What was the final score in Khon Kaen United vs BG Pathum United?
Khon Kaen United 1 - 1 BG Pathum United.
Where is Khon Kaen United vs BG Pathum United being played?
The match is being played at Khon Kaen Stadium.
What competition is Khon Kaen United vs BG Pathum United part of?
Khon Kaen United vs BG Pathum United is a Regular Season - 14 fixture in the Thai League 1 (Thailand).
Who is favourite to win Khon Kaen United vs BG Pathum United?
Our statistical model gives Khon Kaen United a 29% chance of winning, BG Pathum United a 47% chance, and a 24% chance of a draw — making BG Pathum United the favourite.
Will both teams score in Khon Kaen United vs BG Pathum United?
Our model estimates a 63% probability that both Khon Kaen United and BG Pathum United will score (BTTS).
Will Khon Kaen United vs BG Pathum United have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 61%.
What is the head-to-head record between Khon Kaen United and BG Pathum United?
Record (4 meetings): Khon Kaen United 0W | Draws 2 | BG Pathum United 2W.
What form are Khon Kaen United and BG Pathum United in?
Khon Kaen United (all comps): 2W-3D-5L in 10 | 0.90 PPG | GF 1.60 / GA 2.70 | L5 W-D-D-D-L. BG Pathum United (all comps): 8W-1D-1L in 10 | 2.50 PPG | GF 2.30 / GA 0.90 | L5 W-D-W-W-W.
🧮 Model Insight
How the Model Works This Match
Working from Khon Kaen United's attack rating (0.99) and BG Pathum United's defence rating (0.84), the model arrives at 1.37 expected goals for the home side. The same calculation in reverse, BG Pathum United's attack versus Khon Kaen United's defence, projects 1.79 expected goals for the visitors.
These ratings are built from 43/42 games of current-season data — a full enough sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 1-1 emerges as the single most likely result, at 11.8%. Close behind: 1-2 (9.3%), 2-1 (7.1%). Together the top three scorelines make up 28% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
BG Pathum United Win
29%
3.47
24%
4.09
47%
2.14
Top 3 Most Likely Scorelines
1 β 1
10.4%
Draw
Most likely
1 β 2
9.3%
Away win
0 β 1
7.6%
Away win
Expected Goals & Win Odds
1.37
Khon Kaen United xG
Total xG
3.15
1.79
BG Pathum United xG
3.47
29%
Home win
4.09
24%
Draw
2.14
47%
Away win
Goals Markets
82%
Over 1.5
1.22
18%
Under 1.5
5.56
61%
Over 2.5
1.64
39%
Under 2.5
2.56
39%
Over 3.5
2.56
61%
Under 3.5
1.64
21%
Over 4.5
4.76
79%
Under 4.5
1.27
Match Markets
Both Teams to Score
63%
BTTS Yes
1.59
37%
BTTS No
2.68
Clean Sheet
17%
5.97
25%
3.93
Win to Nil
5%
20.68
12%
8.41
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 4.3 | 7.6 | 6.8 | 4.1 | 1.8 | 0.6 |
| 1 | 5.8 | 10.4 | 9.3 | 5.5 | 2.5 | 0.9 |
| 2 | 4.0 | 7.1 | 6.4 | 3.8 | 1.7 | 0.6 |
| 3 | 1.8 | 3.3 | 2.9 | 1.7 | 0.8 | 0.3 |
| 4 | 0.6 | 1.1 | 1.0 | 0.6 | 0.3 | 0.1 |
| 5 | 0.2 | 0.3 | 0.3 | 0.2 | 0.1 | – |
Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Khon Kaen United vs BG Pathum United?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 11.8%.
How many goals are Khon Kaen United and BG Pathum United expected to score?
The model projects 1.37 expected goals for Khon Kaen United and 1.79 for BG Pathum United, a combined total of 3.15.
How confident is the prediction model for Khon Kaen United vs BG Pathum United?
Not very — the model's leading outcome sits at just 47%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Across their last 42 outings, Khon Kaen United have picked up 1.07 PPG on a 9W 18D 15L record — W-D-D-D-L across the most recent five. The sample for Khon Kaen United is still a mix of this season and last, given how young the current campaign is.
BG Pathum United's form line: 20W 8D 14L from 42 games, 1.62 PPG, last five W-D-W-W-W. The sample for BG Pathum United is still a mix of this season and last, given how young the current campaign is.
Put side by side, BG Pathum United are the form team by 0.55 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Khon Kaen United.
Venue Form
On home soil, Khon Kaen United have posted 1.48 PPG from 21 outings (7W 10D 4L). That's noticeably better than their 1.07 PPG overall — Khon Kaen United are a different proposition at home than their general record suggests.
On the road, BG Pathum United have gone 6W 6D 9L from 21 away games — 1.14 PPG when travelling. That's a step down from their 1.62 PPG overall record — away form has been the weaker part of BG Pathum United's season.
Goals in Recent Form
Khon Kaen United are averaging 1.00 goals scored and 1.64 conceded per game recently; BG Pathum United are on 1.60 scored and 1.19 conceded.
Last 42 Results — Thai League 1
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Khon Kaen United
Blended
BG Pathum United
Blended
❓ Frequently Asked Questions
What form are Khon Kaen United and BG Pathum United in coming into this match?
Khon Kaen United have gone 9W 18D 15L in their last 42 games (1.07 PPG), while BG Pathum United have gone 20W 8D 14L in their last 42 (1.62 PPG).
Which team has the better venue record — Khon Kaen United at home or BG Pathum United away?
Khon Kaen United's home record (1.48 PPG) is the stronger of the two venue-specific splits — Khon Kaen United at home: 1.48 PPG; BG Pathum United away: 1.14 PPG.
Have Khon Kaen United or BG Pathum United been keeping clean sheets recently?
Khon Kaen United have kept a clean sheet in 24% of their recent games, BG Pathum United in 31%.
⚔️ Rivalry Insight
Fixture History
8 meetings separate these sides on the data we hold, the series stretching back to October 2021. Every recorded meeting has come in Thai League 1. It has been a while since the last meeting — 26 January 2025, some 3 years back — so squads and form on both sides may look very different now.
Streaks & Records
BG Pathum United have won the last 3 meetings between these two, a run that gives them the psychological edge coming in.
The biggest gap between the sides came on 1 Sep 2024, when BG Pathum United won 0-3 — the largest margin of victory on record between these two.
Khon Kaen United's record when hosting BG Pathum United specifically: 0W 3D 1L from 4 games — a narrower, venue-specific slice of the head-to-head picture.
Last 8 Meetings
0
Khon Kaen United
3
Draws
5
BG Pathum United
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Khon Kaen United and BG Pathum United?
From 8 meetings on record, Khon Kaen United have won 0, BG Pathum United have won 5, and 3 have been drawn.
When did Khon Kaen United and BG Pathum United last play each other?
They last met on 26 January 2025, when BG Pathum United 4-1 Khon Kaen United.
Who has won more matches between Khon Kaen United and BG Pathum United?
BG Pathum United have the better head-to-head record, with 5 wins from 8 meetings.
📈 Trading Insight
First-Half Patterns
Khon Kaen United are typically involved in an early goal — the half-time board shows at least one in 71% of their matches. They've gone in front at half-time 29% of the time.
BG Pathum United see a goal before the break in 57% of their matches.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Khon Kaen United 48%, BG Pathum United 38% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 43% (Khon Kaen United) and 52% (BG Pathum United).
On the defensive side: Khon Kaen United keep a clean sheet in 33% of their matches; Khon Kaen United have failed to score in 38% of games; BG Pathum United in 48%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Khon Kaen United home games / BG Pathum United away games. HT metrics require half-time score data β shown as β where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Khon Kaen United play BG Pathum United?
Not especially — both teams scoring has occurred in only 48% of Khon Kaen United's recent matches and 38% of BG Pathum United's, a rate that leans toward BTTS No.
Is Khon Kaen United vs BG Pathum United usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 43% of Khon Kaen United's recent games and 52% of BG Pathum United's, pointing to a tighter contest.
Do Khon Kaen United and BG Pathum United tend to score early?
Khon Kaen United have had a goal before half-time in 71% of their recent matches, BG Pathum United in 57% — a useful reference point for first-half goal markets.
Khon Kaen United and BG Pathum United share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
The points were shared at Khon Kaen Stadium, Regular Season - 14, as Khon Kaen United and BG Pathum United drew 1-1 in the Thai League 1. That is the final score; the rest of this report grades it against what the data forecast beforehand.
The Model vs The Result
The Poisson model went into this projecting Khon Kaen United 1.37 xG and BG Pathum United 1.79 xG, a combined 3.15. The scoreboard read 1-1 for 2 actual goals. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of Khon Kaen United attack 0.99 / defence 1.17 against BG Pathum United attack 1.18 / defence 0.84, drawn from 43/42 games (CurrentSeason).
On the result, the model split it Khon Kaen United 29% | Draw 24% | BG Pathum United 47%, with BG Pathum United to win its most likely call at 47%. Instead the game produced a draw, an outcome the model had rated at just 24% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 61%. The game delivered 2, so it stayed under — a miss for the goals model. Over 1.5 had been 83% and landed. On both teams to score, the model sat at 63% and the match saw both sides score — another call in the model's favour. Historically the two sides average 51% Over 2.5 across their same-competition games (Khon Kaen United 45%, BG Pathum United 57%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 48%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Khon Kaen United's trading profile (42 games, 21 home) set some clear expectations: BTTS lands in 52% of their matches — today it did.
BG Pathum United's trading profile (42 games, 21 away) set some clear expectations: BTTS lands in 43% of their matches — today it did; they keep a clean sheet 31% of the time, and conceded here.
Form vs Result
On form, BG Pathum United arrived the stronger side — 1.62 PPG against 1.07. The form guide was only half-right: the stronger side did not lose, but could not convert the edge into a win.
Verdict
Grading the result against the stored data, 1 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit), form (miss). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.