Khon Kaen United 2-2 Lamphun Warrior – Result & Analysis
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Poisson model rates Khon Kaen United at 51% — neither recent form nor the head-to-head data gives a clear steer either way as Khon Kaen United face Lamphun Warrior.
✍️ Match Preview
Pre-Match Analysis
Khon Kaen United and Lamphun Warrior meet at Khon Kaen Stadium in Thai League 1 (matchday 12). This fixture gets under way on Sunday 3 December 2023 at 10:30 UK time.
Form
Khon Kaen United (all games): 2W 4D 4L across their last 10 — 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 (10%). Both teams have scored in 70% of their games — a high BTTS rate that carries real weight in the goals markets.
In front of their own supporters, Khon Kaen United have posted 3W 5D 2L from their last 10 home games — 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 their last 10 games: 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 (10%).
Lamphun Warrior's away record over their last 10 away games: 1W 1D 8L (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 recently.
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
The head-to-head record is closely matched — across the 2 H2H matches in our data, Khon Kaen United edge it 1 wins to 0, with 1 draw. Neither side has a commanding advantage. With only 2 H2H matches to go on, treat this as a light input.
Goals have been at a premium in this fixture — just 1.5 per game across the 2 H2H matches we hold, giving Under 2.5 a clear head-to-head base rate. The most recent of those, on 22 Apr 2023, ended Khon Kaen United 1–0 Lamphun Warrior — a Khon Kaen United win.
With a balanced win record and just 1.5 goals per game, the H2H data points toward a tight, low-scoring contest — Under 2.5 is the stronger head-to-head angle regardless of which side wins.
Trading & In-Play
Khon Kaen United — key trading statistics (last 41 games, 20 of them at home): at least one goal arrives before half-time in 70% of their matches in home games; when goalless at HT, a second-half goal follows 46% of the time; of the 7 games they led at half-time, they failed to win 29%; of the 19 games they trailed at half-time, they recovered to draw or win 26%; 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 (last 41 games, 20 of them away): at least one goal arrives before half-time in 40% of their matches in away games; when goalless at HT, a second-half goal follows 76% of the time; of the 12 games they trailed at half-time, they recovered to draw or win 33%; 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%). There is an in-play dynamic worth noting: Khon Kaen United surrender their half-time lead 29% of the time, while Lamphun Warrior have come from behind at the break to draw or win in 33% of cases — a combination that makes laying the hosts at HT a potential angle.
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: built from Khon Kaen United's last 41 games and Lamphun Warrior's last 41.
Result probabilities: Khon Kaen United 51% | Draw 24% | Lamphun Warrior 25%. Fair-value odds: Khon Kaen United 1.96 | Draw 4.17 | Lamphun Warrior 4.02. 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 Yes 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% — both xG figures (1.89 / 1.27) are high enough that each side is projected to find the net.
Picks & Verdict
Form (Khon Kaen United's last 10 home games and Lamphun Warrior's last 10 away games) suggests 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 — a Poisson-only call with no corroboration from form or H2H.
The Poisson model's BTTS call is Yes at 62%. Form rates are neutral — both teams scored in: Khon Kaen United 50% (last 10 home games) | Lamphun Warrior 40% (last 10 away games).
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Khon Kaen United vs Lamphun Warrior | Competition: Thai League 1, matchday 12 | Venue: Khon Kaen Stadium • Kick-off: Sunday 3 December 2023 at 10:30 UK time • Data inputs: head-to-head data, recent form (overall and home/away), the Poisson prediction model and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Khon Kaen United 51% | Draw 24% | Lamphun Warrior 25% • Poisson goal markets: Over 2.5 61% (Under 39%) | BTTS Yes 62% (No 38%) | 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.
❓ Khon Kaen United vs Lamphun Warrior FAQs
What time does Khon Kaen United vs Lamphun Warrior kick off?
Khon Kaen United vs Lamphun Warrior kicked off at 10:30 UK time 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 Thai League 1 fixture (matchday 12) (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, so it leans towards BTTS Yes.
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%, so it leans towards over 2.5 goals.
🧮 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 Khon Kaen United's last 41 games and Lamphun Warrior's last 41 — a full enough recent 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 β 1
10.2%
Draw
Most likely
2 β 1
9.6%
Home win
1 β 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 Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Khon Kaen United vs Lamphun Warrior Prediction FAQs
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.
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.
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 their last 20 home games, 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 their last 20 away games (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 recent record.
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
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Khon Kaen United
Blended
Lamphun Warrior
Blended
Khon Kaen United (Home) vs Lamphun Warrior (Away)
Home games only for the home side · Away games only for the away side
Khon Kaen United
Blended
Lamphun Warrior
Blended
❓ Khon Kaen United vs Lamphun Warrior Form FAQs
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
We have 6 H2H matches between these sides on record, dating back to November 2022 — enough to show some patterns. All of them came in Thai League 1. The most recent in our data was on 2 March 2025, some 1 year 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 the 3 H2H matches in our data played 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
❓ Khon Kaen United vs Lamphun Warrior H2H FAQs
What is the head-to-head record between Khon Kaen United and Lamphun Warrior?
Across the 6 head-to-head matches in our data, 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?
The most recent meeting in our data was on 2 March 2025: 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 the 6 head-to-head matches in our data.
📈 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, though they've let that lead slip 17% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 20% of those situations.
Lamphun Warrior see a goal before the break in 40% 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.
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 β shown as β where unavailable.
❓ Khon Kaen United vs Lamphun Warrior Trading FAQs
Do both teams usually score in Khon Kaen United and Lamphun Warrior matches?
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.
Are Khon Kaen United and Lamphun Warrior matches usually high-scoring?
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 matches tend to have early goals?
There has been at least one first-half goal in 70% of Khon Kaen United's recent matches and 40% of Lamphun Warrior's — 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.