Khon Kaen United 2-2 Lamphun Warrior – Result & Analysis
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Poisson model rates Khon Kaen United at 51%, yet other data sources diverge — this Khon Kaen United vs Lamphun Warrior fixture contains genuine analytical tension.
✍️ Match Preview
Pre-Match Analysis
Khon Kaen United and Lamphun Warrior meet at Khon Kaen Stadium in Thai League 1, Regular Season - 12. This fixture gets under way on Sunday 3 December 2023 at 10:30 UTC.
Form
Khon Kaen United (all games): 2W 4D 4L across 10 Thai League 1 fixtures this term — 1.00 PPG. Last five: L L W D D. Offensively they are averaging 1.60 goals per game, with 2.30 conceded. However, 2.30 goals conceded per game is a concern — opposing attacks have exploited them regularly. 1 clean sheet from 10 outings provides some defensive foundation. 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 1.20 goals scored and 1.30 conceded per game.
Lamphun Warrior have collected 1.10 PPG across 10 Thai League 1 outings this season: 3W 2D 5L. Last five: D L W D W. Their scoring rate of 1.20 per game is modest, conceding 1.70 — not a side to back heavily on the Over 2.5 from their form alone. 1 clean sheet from 10 outings suggests some defensive organisation. This season is still relatively young for Lamphun Warrior, so this record blends games from this season and last.
Lamphun Warrior's away record: 1W 1D 8L from 10 road trips in Thai League 1 this season (0.40 PPG). Away from home they average 0.70 goals scored and 2.10 conceded per game. Their away PPG of 0.40 is notably below their overall 1.10 — form away from home has been a clear weakness this season.
Both sides are running at similar form levels — 1.00 PPG for Khon Kaen United against 1.10 for Lamphun Warrior. There is no clear form edge to exploit here; other signals need to take the lead.
H2H Analysis
Neither side has dominated this fixture. The last 2 head-to-head meetings have produced 1 wins for Khon Kaen United, 0 for Lamphun Warrior and 1 draws — an even split that leaves the H2H largely neutral as a betting input.
Scoring has been limited when these teams have met. The 2 previous contests averaged 1.5 goals, making the Under 2.5 the historically backed angle in the goals market. The most recent clash, on 22 Apr 2023, ended 1–0 with Khon Kaen United winning.
With a balanced win record and just 1.5 goals per game historically, the H2H points toward a tight, low-scoring contest. Under 2.5 goals has the strongest statistical grounding from the fixture history regardless of which side wins.
Trading & In-Play
Khon Kaen United — key trading statistics (41 games, 20 at home): they score before half-time in 70% of fixtures in home games; when goalless at HT, a second-half goal follows 46% of the time; BTTS occurs in 45% of their matches (home games); Over 2.5 goals lands in 40% of games (home games); they fail to score in 39% of games.
Lamphun Warrior — key trading statistics (41 games, 20 at away): they score before half-time in 40% of fixtures in away games; when goalless at HT, a second-half goal follows 76% of the time; BTTS occurs in 35% of their matches (away games); Over 2.5 goals lands in 40% of games (away games); they fail to score in 46% of games.
BTTS rates are mixed from the trading data — Khon Kaen United 51% versus Lamphun Warrior 44%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Khon Kaen United 42% | Lamphun Warrior 44%).
Poisson Model
The Poisson distribution model projects Khon Kaen United 1.89 xG and Lamphun Warrior 1.27 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 0.994 / defence 1.160 | Lamphun Warrior attack 0.879 / defence 1.183. League average goals — home 1.604 / away 1.243. Data: 41 Khon Kaen United games / 41 Lamphun Warrior games used (CurrentSeason).
Result probabilities: Khon Kaen United 51% | Draw 24% | Lamphun Warrior 25%. Fair-value odds: Khon Kaen United 1.96 | Draw 4.17 | Lamphun Warrior 4.00. Khon Kaen United hold a narrow Poisson edge at 51% — the draw (24%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 61% | BTTS probability 62% | 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 62% reflects that both xG figures (1.89 / 1.27) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Picks & Verdict
Form averages suggest only ~1.8 goals/game but Poisson projects Over 2.5 at 61% — underlying attack/defence strengths imply more goals than surface form shows.
On the Poisson output, Khon Kaen United are the pick at 51% — moderate model lean. Draw probability of 24% warrants consideration of Double Chance or Draw No Bet on Khon Kaen United if the outright odds are short.
On the goals line, Poisson's 3.15 combined xG gives a 61% probability to Over 2.5 — Poisson-only — limited corroboration.
The Poisson model's BTTS call is Yes at 62%. Form rates are neutral: Khon Kaen United 50% | Lamphun Warrior 40%.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Khon Kaen United vs Lamphun Warrior | Competition: Thai League 1, Regular Season - 12 | Venue: Khon Kaen Stadium • Kick-off: Sunday 3 Dec 2023, 10:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Khon Kaen United 51% | Draw 24% | Lamphun Warrior 25% • Poisson goal markets: Over 2.5 61% | BTTS 62% | xG Khon Kaen United 1.89 / Lamphun Warrior 1.27 • Poisson strength factors: Khon Kaen United attack 0.994 / def 1.160 | Lamphun Warrior attack 0.879 / def 1.183 | league avg home 1.604 / away 1.243 • Poisson stance: Khon Kaen United (51%) — moderate lean
🧮 Prediction Model
1.89
Khon Kaen United xG
Expected Goals
1.27
Lamphun Warrior xG
62%
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 Lamphun Warrior kick off?
Khon Kaen United vs Lamphun Warrior kicked off at 10:30 on Sunday 3 December 2023 at Khon Kaen Stadium.
What was the final score in Khon Kaen United vs Lamphun Warrior?
Khon Kaen United 2 - 2 Lamphun Warrior.
Where is Khon Kaen United vs Lamphun Warrior being played?
The match is being played at Khon Kaen Stadium.
What competition is Khon Kaen United vs Lamphun Warrior part of?
Khon Kaen United vs Lamphun Warrior is a Regular Season - 12 fixture in the Thai League 1 (Thailand).
Who is favourite to win Khon Kaen United vs Lamphun Warrior?
Our statistical model gives Khon Kaen United a 51% chance of winning, Lamphun Warrior a 25% chance, and a 24% chance of a draw — making Khon Kaen United the favourite.
Will both teams score in Khon Kaen United vs Lamphun Warrior?
Our model estimates a 62% probability that both Khon Kaen United and Lamphun Warrior will score (BTTS).
Will Khon Kaen United vs Lamphun Warrior 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 Lamphun Warrior?
Record (2 meetings): Khon Kaen United 1W | Draws 1 | Lamphun Warrior 0W.
What form are Khon Kaen United and Lamphun Warrior in?
Khon Kaen United (all comps): 2W-4D-4L in 10 | 1.00 PPG | GF 1.60 / GA 2.30 | L5 L-L-W-D-D. Lamphun Warrior (all comps): 3W-2D-5L in 10 | 1.10 PPG | GF 1.20 / GA 1.70 | L5 D-L-W-D-W.
🧮 Model Insight
Behind the Numbers
The model rates Khon Kaen United's attack at 0.99x the league average against Lamphun Warrior's defence at 1.18x — combine the two and it projects 1.89 expected goals for the hosts. Flip it around — Lamphun Warrior's attack (0.88x) against Khon Kaen United's defence (1.16x) — and the away total comes out at 1.27.
These ratings are built from 41/41 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 11.5% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (9.6%), 2-0 (7.6%). Together the top three scorelines make up 29% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Khon Kaen United Win
51%
1.96
24%
4.17
25%
4.02
Top 3 Most Likely Scorelines
1 – 1
10.2%
Draw
Most likely
2 – 1
9.6%
Home win
1 – 0
8.1%
Home win
Expected Goals & Win Odds
1.89
Khon Kaen United xG
Total xG
3.15
1.27
Lamphun Warrior xG
1.96
51%
Home win
4.17
24%
Draw
4.02
25%
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
62%
BTTS Yes
1.62
38%
BTTS No
2.61
Clean Sheet
28%
3.55
15%
6.60
Win to Nil
14%
6.94
4%
26.54
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 4.3 | 5.4 | 3.4 | 1.4 | 0.5 | 0.1 |
| 1 | 8.1 | 10.2 | 6.5 | 2.7 | 0.9 | 0.2 |
| 2 | 7.6 | 9.6 | 6.1 | 2.6 | 0.8 | 0.2 |
| 3 | 4.8 | 6.1 | 3.8 | 1.6 | 0.5 | 0.1 |
| 4 | 2.3 | 2.9 | 1.8 | 0.8 | 0.2 | 0.1 |
| 5 | 0.9 | 1.1 | 0.7 | 0.3 | 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 Khon Kaen United vs Lamphun Warrior?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 11.5%.
How many goals are Khon Kaen United and Lamphun Warrior expected to score?
The model projects 1.89 expected goals for Khon Kaen United and 1.27 for Lamphun Warrior, a combined total of 3.15.
How confident is the prediction model for Khon Kaen United vs Lamphun Warrior?
Not very — the model's leading outcome sits at just 51%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Khon Kaen United come into this having played 41 games, going 9W 17D 15L for 1.07 points per game. Their last five reads L-L-W-D-D. The sample for Khon Kaen United is still a mix of this season and last, given how young the current campaign is.
On the other side, Lamphun Warrior sit at 1.15 PPG from 41 outings (12W 11D 18L), a run that reads D-L-W-D-W across their last five. The sample for Lamphun Warrior is still a mix of this season and last, given how young the current campaign is.
There isn't much between them on recent form — 1.07 PPG for Khon Kaen United against 1.15 for Lamphun Warrior. Neither side arrives with a clear form advantage.
Home & Away Splits
Khon Kaen United's home form reads 7W 9D 4L across 20 games on their own ground, a 1.50 PPG return. That's noticeably better than their 1.07 PPG overall — Khon Kaen United are a different proposition at home than their general record suggests.
Away from home, Lamphun Warrior have taken 0.70 points per game from 20 outings (3W 5D 12L). That's a step down from their 1.15 PPG overall record — away form has been the weaker part of Lamphun Warrior's season.
Comparing the two in their relevant venue splits, Khon Kaen United come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Scoring & Defensive Trends
Khon Kaen United are averaging 0.98 goals scored and 1.59 conceded per game recently; Lamphun Warrior are on 0.98 scored and 1.34 conceded.
Last 41 Results — Thai League 1
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Khon Kaen United
Blended
Lamphun Warrior
Blended
❓ Frequently Asked Questions
What form are Khon Kaen United and Lamphun Warrior in coming into this match?
Khon Kaen United have gone 9W 17D 15L in their last 41 games (1.07 PPG), while Lamphun Warrior have gone 12W 11D 18L in their last 41 (1.15 PPG).
Which team has the better venue record — Khon Kaen United at home or Lamphun Warrior away?
Khon Kaen United's home record (1.50 PPG) is the stronger of the two venue-specific splits — Khon Kaen United at home: 1.50 PPG; Lamphun Warrior away: 0.70 PPG.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 6 times since November 2022 — enough meetings to establish some real patterns. Every recorded meeting has come in Thai League 1. It has been a while since the last meeting — 2 March 2025, some 2 years back — so squads and form on both sides may look very different now.
Records & Recent Trends
Specifically as hosts in this fixture, Khon Kaen United have gone 1W 2D 0L from 3 meetings on their own ground against Lamphun Warrior — worth weighing alongside the overall series record.
Last 6 Meetings
3
Khon Kaen United
3
Draws
0
Lamphun Warrior
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Khon Kaen United and Lamphun Warrior?
From 6 meetings on record, Khon Kaen United have won 3, Lamphun Warrior have won 0, and 3 have been drawn.
When did Khon Kaen United and Lamphun Warrior last play each other?
They last met on 2 March 2025, when Khon Kaen United 0-0 Lamphun Warrior.
Who has won more matches between Khon Kaen United and Lamphun Warrior?
Khon Kaen United have the better head-to-head record, with 3 wins from 6 meetings.
📈 Trading Insight
How These Sides Start
Khon Kaen United are typically involved in an early goal — the half-time board shows at least one in 70% of their matches. They've gone in front at half-time 30% of the time.
Lamphun Warrior see a goal before the break in 40% of their matches.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Khon Kaen United 45%, Lamphun Warrior 35% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 40% (Khon Kaen United) and 40% (Lamphun Warrior).
On the defensive side: Khon Kaen United keep a clean sheet in 35% of their matches; Khon Kaen United have failed to score in 40% of games; Lamphun Warrior in 60%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Khon Kaen United home games / Lamphun Warrior away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Khon Kaen United play Lamphun Warrior?
Not especially — both teams scoring has occurred in only 45% of Khon Kaen United's recent matches and 35% of Lamphun Warrior's, a rate that leans toward BTTS No.
Is Khon Kaen United vs Lamphun Warrior usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 40% of Khon Kaen United's recent games and 40% of Lamphun Warrior's, pointing to a tighter contest.
Do Khon Kaen United and Lamphun Warrior tend to score early?
Khon Kaen United have had a goal before half-time in 70% of their recent matches, Lamphun Warrior in 40% — a useful reference point for first-half goal markets.
Khon Kaen United and Lamphun Warrior share the spoils in a 2-2 draw.
📝 Match Report
How It Unfolded
The points were shared at Khon Kaen Stadium, Regular Season - 12, as Khon Kaen United and Lamphun Warrior drew 2-2 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 Khon Kaen United 1.89 xG and Lamphun Warrior 1.27 xG, a combined 3.15. The scoreboard read 2-2 for 4 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 1.16 against Lamphun Warrior attack 0.88 / defence 1.18, drawn from 41/41 games (CurrentSeason).
On the result, the model split it Khon Kaen United 51% | Draw 24% | Lamphun Warrior 25%, with Khon Kaen United to win its most likely call at 51%. 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 4, so it went over — a call the model got right. Over 1.5 had been 83% and landed. Over 3.5 was 39% and came in. On both teams to score, the model sat at 62% and the match saw both sides score — another call in the model's favour. Historically the two sides average 43% Over 2.5 across their same-competition games (Khon Kaen United 42%, Lamphun Warrior 44%), a base rate that pointed the other way from today's over. 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 (41 games, 20 home) set some clear expectations: BTTS lands in 51% of their matches — today it did.
Lamphun Warrior's trading profile (41 games, 20 away) set some clear expectations: BTTS lands in 44% of their matches — today it did.
Form vs Result
The form lines were close — Khon Kaen United 1.07 PPG, Lamphun Warrior 1.15 PPG — offering no strong steer, and the draw fit that even billing. Khon Kaen United (home/away splits) scored 2 against a 1.05 average — above their attacking norm and shipped 2 against a 1.15 concession average — a leakier day than usual. Lamphun Warrior (home/away splits) scored 2 against a 0.65 average — above their attacking norm.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). The model got the gist right while missing on the margins.
💡 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.