Chiangrai United 3-1 Khon Kaen United – Result & Analysis
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Poisson rates Chiangrai United at 47% — the H2H record provides partial corroboration, though signals are mixed in this Chiangrai United vs Khon Kaen United encounter.
✍️ Match Preview
Match Analysis
Chiangrai United host Khon Kaen United at LEO Chiangrai Stadium in Thai League 1, Regular Season - 20. Kick-off is scheduled for Saturday 18 February 2023 at 12:00 UTC.
Recent Form
Across all Thai League 1 games this season, Chiangrai United have gone 4W 4D 2L from 10 outings — a 1.60 PPG return. Last five: L D W W D. They are averaging 1.40 goals per game and conceding 1.40 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 80% of their matches — an extremely high rate that makes BTTS Yes a well-supported standalone angle from their form alone. This season is still relatively young for Chiangrai United, so this record blends games from this season and last.
In front of their own supporters this season, Chiangrai United have posted 6W 4D 0L at LEO Chiangrai Stadium — 2.20 PPG. They are averaging 2.00 goals per home game — a prolific scoring rate in front of their own fans. Both teams have scored in 70% of their home games — an outstanding BTTS rate that is a key data point for this fixture. Their home PPG of 2.20 is noticeably stronger than their overall 1.60 — Chiangrai United are significantly better at LEO Chiangrai Stadium than their overall form suggests.
Khon Kaen United — All Games: 3W 7D 0L from 10 Thai League 1 fixtures this season — 1.60 PPG. Last five: D W W D W. Their scoring rate of 1.10 per game is modest, conceding 0.70 — not a side to back heavily on the Over 2.5 from their form alone. Defensively, 0.70 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 3 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market. This season is still relatively young for Khon Kaen United, so this record blends games from this season and last.
When travelling in Thai League 1 this season, Khon Kaen United have posted 1W 5D 4L from 10 away outings — 0.80 PPG. Away from home they average 0.70 goals scored and 1.30 conceded per game. Their away PPG of 0.80 is notably below their overall 1.60 — form away from home has been a clear weakness this season.
The form comparison is too close to call — 1.60 PPG (Chiangrai United) versus 1.60 (Khon Kaen United). When the figures are this level, no pick can be reliably derived from recent results alone.
H2H
The rivalry is an even one: 2 wins apiece for Chiangrai United, 0 for Khon Kaen United and 1 shared spoils from 3 past contests. Neither side holds a meaningful historical edge.
These sides have historically produced few goals — 0.7 per contest from 3 previous meetings. The Under 2.5 market has a well-supported historical case here. The most recent clash, on 16 Sep 2022, ended 0–0 with a draw.
With a balanced win record and just 0.7 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 Patterns
Chiangrai United in-play and half-time data (49 games, 24 at home): they score before half-time in 54% of fixtures in home games; when goalless at HT, a second-half goal follows 68% of the time; BTTS occurs in 50% of their matches (home games); Over 2.5 goals lands in 46% of games (home games).
Khon Kaen United in-play and half-time data (49 games, 24 at away): they score before half-time in 83% of fixtures in away games; when goalless at HT, a second-half goal follows 58% of the time; BTTS occurs in 54% of their matches (away games); Over 2.5 goals lands in 38% of games (away games); they fail to score in 39% of games.
BTTS rates are mixed from the trading data — Chiangrai United 53% versus Khon Kaen United 45%; no strong lean in either direction. Under 2.5 goals has backing from the in-play data — both teams register low Over 2.5 rates (Chiangrai United 45% | Khon Kaen United 33%).
Poisson Model
The Poisson distribution model projects Chiangrai United 1.49 xG and Khon Kaen United 1.00 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: Chiangrai United attack 1.119 / defence 1.003 | Khon Kaen United attack 0.872 / defence 0.926. League average goals — home 1.438 / away 1.143. Data: 49 Chiangrai United games / 49 Khon Kaen United games used (CurrentSeason).
Result probabilities: Chiangrai United 47% | Draw 30% | Khon Kaen United 24%. Fair-value odds: Chiangrai United 2.13 | Draw 3.33 | Khon Kaen United 4.17. Chiangrai United hold a narrow Poisson edge at 47% — the draw (30%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 45% | BTTS probability 51% | Total xG 2.49. Under 2.5 has a narrow probability edge at 55% — total xG of 2.49 is below the line but not decisively so. BTTS probability of 51% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Summary & Verdict
The Poisson model's primary lean is Chiangrai United at 47% — moderate model lean. With a 30% draw probability, Draw No Bet on Chiangrai United offers a more defensible entry point than the straight win.
The Poisson model projects 2.49 xG in total — Under 2.5 at 45% — reasonable confidence, supported by H2H averaging 0.7 goals per meeting.
On the BTTS market, Poisson puts 51% on Yes. Form rates corroborate: Chiangrai United 70% | Khon Kaen United 50% BTTS from recent games.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Chiangrai United vs Khon Kaen United | Competition: Thai League 1, Regular Season - 20 | Venue: LEO Chiangrai Stadium • Kick-off: Saturday 18 Feb 2023, 12:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Chiangrai United 47% | Draw 30% | Khon Kaen United 24% • Poisson goal markets: Over 2.5 45% | BTTS 51% | xG Chiangrai United 1.49 / Khon Kaen United 1.00 • Poisson strength factors: Chiangrai United attack 1.119 / def 1.003 | Khon Kaen United attack 0.872 / def 0.926 | league avg home 1.438 / away 1.143 • Poisson stance: Chiangrai United (47%) — moderate lean
🧮 Prediction Model
1.49
Chiangrai United xG
Expected Goals
1.00
Khon Kaen United xG
51%
BTTS
73%
Over 1.5
45%
Over 2.5
24%
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 Chiangrai United vs Khon Kaen United kick off?
Chiangrai United vs Khon Kaen United kicked off at 12:00 on Saturday 18 February 2023 at LEO Chiangrai Stadium.
What was the final score in Chiangrai United vs Khon Kaen United?
Chiangrai United 3 - 1 Khon Kaen United.
Where is Chiangrai United vs Khon Kaen United being played?
The match is being played at LEO Chiangrai Stadium.
What competition is Chiangrai United vs Khon Kaen United part of?
Chiangrai United vs Khon Kaen United is a Regular Season - 20 fixture in the Thai League 1 (Thailand).
Who is favourite to win Chiangrai United vs Khon Kaen United?
Our statistical model gives Chiangrai United a 47% chance of winning, Khon Kaen United a 24% chance, and a 30% chance of a draw — making Chiangrai United the favourite.
Will both teams score in Chiangrai United vs Khon Kaen United?
Our model estimates a 51% probability that both Chiangrai United and Khon Kaen United will score (BTTS).
Will Chiangrai United vs Khon Kaen United have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 45%.
What is the head-to-head record between Chiangrai United and Khon Kaen United?
Record (3 meetings): Chiangrai United 2W | Draws 1 | Khon Kaen United 0W.
What form are Chiangrai United and Khon Kaen United in?
Chiangrai United (all comps): 4W-4D-2L in 10 | 1.60 PPG | GF 1.40 / GA 1.40 | L5 L-D-W-W-D. Khon Kaen United (all comps): 3W-7D-0L in 10 | 1.60 PPG | GF 1.10 / GA 0.70 | L5 D-W-W-D-W.
🧮 Model Insight
How the Model Works This Match
The model rates Chiangrai United's attack at 1.12x the league average against Khon Kaen United's defence at 0.93x — combine the two and it projects 1.49 expected goals for the hosts. The same calculation in reverse, Khon Kaen United's attack versus Chiangrai United's defence, projects 1.00 expected goals for the visitors.
These ratings are built from 49/49 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 14.0% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-0 (10.7%), 0-0 (9.9%). Those top three scorelines alone account for 35% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Chiangrai United Win
47%
2.14
30%
3.36
24%
4.25
Top 3 Most Likely Scorelines
1 β 0
12.4%
Home win
Most likely
1 β 1
12.4%
Draw
2 β 0
9.2%
Home win
Expected Goals & Win Odds
1.49
Chiangrai United xG
Total xG
2.49
1.00
Khon Kaen United xG
2.14
47%
Home win
3.36
30%
Draw
4.25
24%
Away win
Goals Markets
71%
Over 1.5
1.41
29%
Under 1.5
3.45
45%
Over 2.5
2.22
55%
Under 2.5
1.82
24%
Over 3.5
4.17
76%
Under 3.5
1.32
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
51%
BTTS Yes
1.97
49%
BTTS No
2.03
Clean Sheet
37%
2.72
23%
4.44
Win to Nil
17%
5.82
5%
18.85
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.3 | 8.3 | 4.1 | 1.4 | 0.3 | 0.1 |
| 1 | 12.4 | 12.4 | 6.2 | 2.1 | 0.5 | 0.1 |
| 2 | 9.2 | 9.2 | 4.6 | 1.5 | 0.4 | 0.1 |
| 3 | 4.6 | 4.6 | 2.3 | 0.8 | 0.2 | – |
| 4 | 1.7 | 1.7 | 0.9 | 0.3 | 0.1 | – |
| 5 | 0.5 | 0.5 | 0.3 | 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 Chiangrai United vs Khon Kaen United?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.0%.
How many goals are Chiangrai United and Khon Kaen United expected to score?
The model projects 1.49 expected goals for Chiangrai United and 1.00 for Khon Kaen United, a combined total of 2.49.
How confident is the prediction model for Chiangrai United vs Khon Kaen 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
Chiangrai United come into this having played 49 games, going 21W 15D 13L for 1.59 points per game. Their last five reads L-D-W-W-D. The sample for Chiangrai United is still a mix of this season and last, given how young the current campaign is.
On the other side, Khon Kaen United sit at 1.18 PPG from 49 outings (14W 16D 19L), a run that reads D-W-W-D-W across their last five. The sample for Khon Kaen United is still a mix of this season and last, given how young the current campaign is.
Chiangrai United carry the stronger recent form of the two, 0.41 PPG clear of Khon Kaen United — worth weighing alongside whatever the head-to-head and market data say.
Venue Form
Chiangrai United's home form reads 10W 8D 6L across 24 games on their own ground, a 1.58 PPG return.
Away from home, Khon Kaen United have taken 0.92 points per game from 24 outings (5W 7D 12L).
Comparing the two in their relevant venue splits, Chiangrai United come out ahead — a more targeted read than the overall PPG figures above, since it strips out games played in the opposite context.
Goals in Recent Form
Chiangrai United are averaging 1.24 goals scored and 1.18 conceded per game recently; Khon Kaen United are on 0.88 scored and 1.31 conceded.
Last 49 Results — Thai League 1
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Chiangrai United
Blended
Khon Kaen United
Blended
❓ Frequently Asked Questions
What form are Chiangrai United and Khon Kaen United in coming into this match?
Chiangrai United have gone 21W 15D 13L in their last 49 games (1.59 PPG), while Khon Kaen United have gone 14W 16D 19L in their last 49 (1.18 PPG).
Which team has the better venue record — Chiangrai United at home or Khon Kaen United away?
Chiangrai United's home record (1.58 PPG) is the stronger of the two venue-specific splits — Chiangrai United at home: 1.58 PPG; Khon Kaen United away: 0.92 PPG.
Have Chiangrai United or Khon Kaen United been keeping clean sheets recently?
Chiangrai United have kept a clean sheet in 35% of their recent games, Khon Kaen United in 27%.
⚔️ 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 — 27 April 2025, some 3 years back — so squads and form on both sides may look very different now.
Streaks & Records
Chiangrai United's record when hosting Khon Kaen United specifically: 4W 0D 0L from 4 games — a narrower, venue-specific slice of the head-to-head picture.
Last 8 Meetings
5
Chiangrai United
2
Draws
1
Khon Kaen United
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Chiangrai United and Khon Kaen United?
From 8 meetings on record, Chiangrai United have won 5, Khon Kaen United have won 1, and 2 have been drawn.
When did Chiangrai United and Khon Kaen United last play each other?
They last met on 27 April 2025, when Khon Kaen United 3-1 Chiangrai United.
Who has won more matches between Chiangrai United and Khon Kaen United?
Chiangrai United have the better head-to-head record, with 5 wins from 8 meetings.
📈 Trading Insight
First-Half Patterns
Chiangrai United see a goal before the break in 54% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Khon Kaen United are typically involved in an early goal — the half-time board shows at least one in 83% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 17% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Chiangrai United 50%, Khon Kaen United 54% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 46% (Chiangrai United) and 38% (Khon Kaen United).
On the defensive side: Chiangrai United keep a clean sheet in 33% of their matches; Chiangrai United have failed to score in 29% of games; Khon Kaen United in 33%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Chiangrai United home games / Khon Kaen 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 Chiangrai United play Khon Kaen United?
Not especially — both teams scoring has occurred in only 50% of Chiangrai United's recent matches and 54% of Khon Kaen United's, a rate that leans toward BTTS No.
Is Chiangrai United vs Khon Kaen United usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 46% of Chiangrai United's recent games and 38% of Khon Kaen United's, pointing to a tighter contest.
Do Chiangrai United and Khon Kaen United tend to score early?
Chiangrai United have had a goal before half-time in 54% of their recent matches, Khon Kaen United in 83% — a useful reference point for first-half goal markets.
Chiangrai United cruise to a comfortable 3-1 victory over Khon Kaen United.
📝 Match Report
How It Unfolded
Chiangrai United beat Khon Kaen United 3-1 at LEO Chiangrai Stadium, Regular Season - 20, 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 Chiangrai United 1.49 xG and Khon Kaen United 1.00 xG, a combined 2.49. The scoreboard read 3-1 for 4 actual goals. Chiangrai United beat their projection by 1.5 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Chiangrai United attack 1.12 / defence 1.00 against Khon Kaen United attack 0.87 / defence 0.93, drawn from 49/49 games (CurrentSeason).
On the result, the model split it Chiangrai United 47% | Draw 30% | Khon Kaen United 24%, with Chiangrai United to win its most likely call at 47%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 45%. The game delivered 4, so it went over — the opposite of the projected direction. Over 1.5 had been 73% and landed. Over 3.5 was 24% and came in. On both teams to score, the model sat at 51% and the match saw both sides score — another call in the model's favour. Historically the two sides average 39% Over 2.5 across their same-competition games (Chiangrai United 45%, Khon Kaen United 33%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 49%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Chiangrai United's trading profile (49 games, 24 home) set some clear expectations: BTTS lands in 53% of their matches — today it did; they keep a clean sheet 35% of the time, and conceded here.
Khon Kaen United's trading profile (49 games, 24 away) set some clear expectations: BTTS lands in 45% of their matches — today it did.
Form vs Result
On form, Chiangrai United arrived the stronger side — 1.59 PPG against 1.18. That form edge translated into the three points. Chiangrai United (home/away splits) scored 3 against a 1.29 average — above their attacking norm. Khon Kaen United (home/away splits) shipped 3 against a 1.50 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 3 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (hit), form (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.