Lamphun Warrior 2-1 Chiangrai United – Result & Analysis
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Poisson rates Chiangrai United at 36% — recent form provides partial corroboration, though signals are mixed in this Lamphun Warrior vs Chiangrai United encounter.
✍️ Match Preview
Fixture Analysis
Lamphun Warrior welcome Chiangrai United to Mae Guang Stadium in Thai League 1 (matchday 5). Kick-off is Saturday 23 September 2023 at 15:00 UK time.
Recent Form
Across their last 10 games, Lamphun Warrior have gone 4W 0D 6L — a 1.20 PPG return. Last five: W L L L L. They are averaging 1.10 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets.
Lamphun Warrior's home record over their last 10 home games: 5W 3D 2L (1.80 PPG). At home they are averaging 1.40 goals scored and 0.90 conceded per game. 4 home clean sheets from their last 10 home games (40%) — a solid defensive base on their own ground. Their home PPG of 1.80 is noticeably stronger than their overall 1.20 — Lamphun Warrior are significantly better at home than their overall form suggests.
Chiangrai United — last 10 games: 6W 1D 3L — 1.90 PPG. Last five: L W W D W. They are scoring at 1.70 per game and conceding 1.00. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market.
On the road, Chiangrai United have gone 4W 2D 4L in their last 10 away fixtures (1.40 PPG). Away from home they average 1.10 goals scored and 1.40 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context. Their away PPG of 1.40 is notably below their overall 1.90 — form away from home has been a clear weakness recently.
Form points away from home here. Chiangrai United's 1.90 PPG return is 0.70 points per game ahead of Lamphun Warrior's 1.20 — the visitors are the form-based selection, and Double Chance is an alternative worth pricing if the outright looks tight.
Head to Head
There is little to separate the sides in our head-to-head data. From 2 H2H matches, Lamphun Warrior have won 0, Chiangrai United 1, with 1 draw — a balanced record that offers no clear steer on its own. With only 2 H2H matches to go on, treat this as a light input.
The 2 H2H matches in our data have been tight, averaging just 1.5 goals per game — a meaningful input for the Under 2.5 market. The most recent of those, on 22 Jan 2023, ended Lamphun Warrior 1–1 Chiangrai United — a draw.
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 Patterns
Lamphun Warrior in-play and half-time data (last 34 games, 17 of them at home): at least one goal arrives before half-time in 71% of their matches in home games; when goalless at HT, a second-half goal follows 75% of the time; of the 7 games they led at half-time, they failed to win 29%; BTTS occurs in 47% of their matches (home games); Over 2.5 goals lands in 47% of games (home games); they fail to score in 53% of games.
Chiangrai United in-play and half-time data (last 34 games, 17 of them away): at least one goal arrives before half-time in 82% of their matches in away games; when goalless at HT, a second-half goal follows 43% of the time; of the 15 games they led at half-time, they failed to win 27%; of the 9 games they trailed at half-time, they recovered to draw or win 33%; BTTS occurs in 65% of their matches (away games); Over 2.5 goals lands in 59% of games (away games).
BTTS rates are mixed from the trading data — Lamphun Warrior 38% versus Chiangrai United 65%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Lamphun Warrior 38% | Chiangrai United 56%). There is an in-play dynamic worth noting: Lamphun Warrior surrender their half-time lead 29% of the time, while Chiangrai United 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 Lamphun Warrior 1.01 xG and Chiangrai United 1.06 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: Lamphun Warrior attack 0.824 / defence 1.118 | Chiangrai United attack 0.898 / defence 0.741. League average goals — home 1.656 / away 1.059. Chiangrai United bring a tight defence (rating 0.741, below 1 = concedes less than average) — this is pulling Lamphun Warrior's projected output down. Data: built from Lamphun Warrior's last 34 games and Chiangrai United's last 34.
Result probabilities: Lamphun Warrior 33% | Draw 32% | Chiangrai United 36%. Fair-value odds: Lamphun Warrior 3.05 | Draw 3.16 | Chiangrai United 2.81. This is a low-confidence result — no outcome reaches 45%. The draw at 32% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 34% | BTTS Yes probability 42% | Total xG 2.08. Under 2.5 is the strongly backed market at 66% probability — total xG of 2.08 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match. BTTS No at 58% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.
Our Verdict
Poisson rates Chiangrai United as the most likely outcome at 36% — marginal model lean. Recent form corroborates the Poisson lean — partial multi-source support. With a 32% draw probability, Draw No Bet on Chiangrai United offers a more defensible entry point than the straight win. The opposing side holds a 33% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.08 combined xG gives a 66% probability to Under 2.5 — a Poisson-only call with no corroboration from form or H2H.
Poisson assigns a 58% probability to BTTS No based on the attack/defence strength model. Form rates are neutral — both teams scored in: Lamphun Warrior 50% (last 10 home games) | Chiangrai United 60% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Lamphun Warrior vs Chiangrai United | Competition: Thai League 1, matchday 5 | Venue: Mae Guang Stadium • Kick-off: Saturday 23 September 2023 at 15:00 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: Lamphun Warrior 33% | Draw 32% | Chiangrai United 36% • Poisson goal markets: Over 2.5 34% (Under 66%) | BTTS Yes 42% (No 58%) | xG Lamphun Warrior 1.01 / Chiangrai United 1.06 • Poisson strength factors: Lamphun Warrior attack 0.824 / def 1.118 | Chiangrai United attack 0.898 / def 0.741 | league avg home 1.656 / away 1.059 • Poisson stance: Chiangrai United (36%) — low confidence — close contest
🧮 Prediction Model
1.01
Lamphun Warrior xG
Expected Goals
1.06
Chiangrai United xG
42%
BTTS
62%
Over 1.5
34%
Over 2.5
16%
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.
❓ Lamphun Warrior vs Chiangrai United FAQs
What time does Lamphun Warrior vs Chiangrai United kick off?
Lamphun Warrior vs Chiangrai United kicked off at 15:00 UK time on Saturday 23 September 2023 at Mae Guang Stadium.
What was the final score in Lamphun Warrior vs Chiangrai United?
Lamphun Warrior 2 - 1 Chiangrai United.
Where is Lamphun Warrior vs Chiangrai United being played?
The match is being played at Mae Guang Stadium.
What competition is Lamphun Warrior vs Chiangrai United part of?
Lamphun Warrior vs Chiangrai United is a Thai League 1 fixture (matchday 5) (Thailand).
Who is favourite to win Lamphun Warrior vs Chiangrai United?
Our statistical model gives Lamphun Warrior a 33% chance of winning, Chiangrai United a 36% chance, and a 32% chance of a draw — making Chiangrai United the favourite.
Will both teams score in Lamphun Warrior vs Chiangrai United?
Our model estimates a 42% probability that both Lamphun Warrior and Chiangrai United will score, so it leans towards BTTS No (58%).
Will Lamphun Warrior vs Chiangrai United have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 34%, so it leans towards under 2.5 goals (66%).
🧮 Model Insight
How the Model Works This Match
Lamphun Warrior's attacking strength (0.82x league average) is weighed against Chiangrai United's defensive record (0.74x) to produce a home expected-goals figure of 1.01. The same calculation in reverse, Chiangrai United's attack versus Lamphun Warrior's defence, projects 1.06 expected goals for the visitors.
These ratings are built from Lamphun Warrior's last 34 games and Chiangrai United's last 34 — a full enough recent sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 15.3%. Close behind: 0-0 (14.3%), 0-1 (11.6%). Those top three scorelines alone account for 41% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Chiangrai United Win
33%
3.05
32%
3.16
36%
2.81
Top 3 Most Likely Scorelines
1 β 1
13.5%
Draw
Most likely
0 β 1
13.3%
Away win
1 β 0
12.7%
Home win
Expected Goals & Win Odds
1.01
Lamphun Warrior xG
Total xG
2.08
1.06
Chiangrai United xG
3.05
33%
Home win
3.16
32%
Draw
2.81
36%
Away win
Goals Markets
61%
Over 1.5
1.64
39%
Under 1.5
2.56
34%
Over 2.5
2.94
66%
Under 2.5
1.52
16%
Over 3.5
6.25
84%
Under 3.5
1.19
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
42%
BTTS Yes
2.36
58%
BTTS No
1.74
Clean Sheet
35%
2.90
36%
2.75
Win to Nil
11%
8.83
13%
7.74
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.5 | 13.3 | 7.1 | 2.5 | 0.7 | 0.1 |
| 1 | 12.7 | 13.5 | 7.2 | 2.5 | 0.7 | 0.1 |
| 2 | 6.4 | 6.8 | 3.6 | 1.3 | 0.3 | 0.1 |
| 3 | 2.2 | 2.3 | 1.2 | 0.4 | 0.1 | – |
| 4 | 0.5 | 0.6 | 0.3 | 0.1 | – | – |
| 5 | 0.1 | 0.1 | 0.1 | – | – | – |
Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Lamphun Warrior vs Chiangrai United Prediction FAQs
What is the most likely scoreline for Lamphun Warrior vs Chiangrai United?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.3%.
How many goals are Lamphun Warrior and Chiangrai United expected to score?
The model projects 1.01 expected goals for Lamphun Warrior and 1.06 for Chiangrai United, a combined total of 2.08.
How confident is the prediction model for Lamphun Warrior vs Chiangrai United?
Not very — the model's leading outcome sits at just 36%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Lamphun Warrior come into this having played 34 games, going 9W 9D 16L for 1.06 points per game. Their last five reads W-L-L-L-L.
On the other side, Chiangrai United sit at 1.59 PPG from 34 outings (15W 9D 10L), a run that reads L-W-W-D-W across their last five.
Chiangrai United carry the stronger recent form of the two, 0.53 PPG clear of Lamphun Warrior — worth weighing alongside whatever the head-to-head and market data say.
Venue Form
Lamphun Warrior's home form reads 6W 5D 6L across their last 17 home games, a 1.35 PPG return.
Away from home, Chiangrai United have taken 1.18 points per game from their last 17 away games (5W 5D 7L). That's a step down from their 1.59 PPG overall record — away form has been the weaker part of Chiangrai United's recent record.
Goals in Recent Form
Lamphun Warrior are averaging 0.82 goals scored and 1.29 conceded per game recently; Chiangrai United are on 1.47 scored and 1.24 conceded.
On BTTS specifically: Chiangrai United in 65%.
Last 34 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Lamphun Warrior
Early Season
Chiangrai United
Early Season
Lamphun Warrior (Home) vs Chiangrai United (Away)
Home games only for the home side · Away games only for the away side
Lamphun Warrior
Early Season
Chiangrai United
Early Season
❓ Lamphun Warrior vs Chiangrai United Form FAQs
What form are Lamphun Warrior and Chiangrai United in coming into this match?
Lamphun Warrior have gone 9W 9D 16L in their last 34 games (1.06 PPG), while Chiangrai United have gone 15W 9D 10L in their last 34 (1.59 PPG).
Which team has the better venue record — Lamphun Warrior at home or Chiangrai United away?
Lamphun Warrior's home record (1.35 PPG) is the stronger of the two venue-specific splits — Lamphun Warrior at home: 1.35 PPG; Chiangrai United away: 1.18 PPG.
Have Lamphun Warrior or Chiangrai United been keeping clean sheets recently?
Lamphun Warrior have kept a clean sheet in 21% of their recent games, Chiangrai United in 32%.
⚔️ Rivalry Insight
Fixture History
This section is based on the 8 H2H matches we hold for this pairing, spanning roughly 3 years from August 2022. All of them came in Thai League 1. The most recent was on 3 May 2026, roughly 6 months ago.
Streaks & Records
The most recent 2 H2H matches in our data have all been drawn — an unusually settled run for this fixture.
Lamphun Warrior's record when hosting Chiangrai United specifically: 2W 1D 1L from 4 games — a narrower, venue-specific slice of the head-to-head picture.
Last 8 Meetings
3
Lamphun Warrior
3
Draws
2
Chiangrai United
Recent Meetings
❓ Lamphun Warrior vs Chiangrai United H2H FAQs
What is the head-to-head record between Lamphun Warrior and Chiangrai United?
Across the 8 head-to-head matches in our data, Lamphun Warrior have won 3, Chiangrai United have won 2, and 3 have been drawn.
When did Lamphun Warrior and Chiangrai United last play each other?
The most recent meeting in our data was on 3 May 2026: Lamphun Warrior 0-0 Chiangrai United.
Who has won more matches between Lamphun Warrior and Chiangrai United?
Lamphun Warrior have the better head-to-head record, with 3 wins from the 8 head-to-head matches in our data.
📈 Trading Insight
First-Half Patterns
Lamphun Warrior 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 35% of the time, though they've let that lead slip 33% 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.
Chiangrai United are typically involved in an early goal — the half-time board shows at least one in 82% of their matches. They've gone in front at half-time 35% 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 17% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Lamphun Warrior 47%, Chiangrai United 65% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 47% (Lamphun Warrior) and 59% (Chiangrai United).
On the defensive side: Lamphun Warrior have failed to score in 41% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Lamphun Warrior home games / Chiangrai United away games. HT metrics require half-time score data β shown as β where unavailable.
❓ Lamphun Warrior vs Chiangrai United Trading FAQs
Do both teams usually score in Lamphun Warrior and Chiangrai United matches?
Yes — based on recent matches, both teams have scored in 47% of Lamphun Warrior's games and 65% of Chiangrai United's, a combined rate that favours BTTS Yes.
Are Lamphun Warrior and Chiangrai United matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 47% of Lamphun Warrior's recent games and 59% of Chiangrai United's, pointing to a tighter contest.
Do Lamphun Warrior and Chiangrai United matches tend to have early goals?
There has been at least one first-half goal in 71% of Lamphun Warrior's recent matches and 82% of Chiangrai United's — a useful reference point for first-half goal markets.
Shock result as Lamphun Warrior defy the odds to beat Chiangrai United 2-1.
📝 Match Report
How It Unfolded
Lamphun Warrior beat Chiangrai United 2-1 at Mae Guang Stadium, Regular Season - 5, 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 Lamphun Warrior 1.01 xG and Chiangrai United 1.06 xG, a combined 2.08. The scoreboard read 2-1 for 3 actual goals. Lamphun Warrior beat their projection by 1.0 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Lamphun Warrior attack 0.82 / defence 1.12 against Chiangrai United attack 0.90 / defence 0.74, drawn from 34/34 games (CurrentSeason).
On the result, the model split it Lamphun Warrior 33% | Draw 32% | Chiangrai United 36%, with Chiangrai United to win its most likely call at 36%. The actual Lamphun Warrior win had been the model's second-ranked read at 33%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 34%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 62% and landed. On both teams to score, the model sat at 42% and the match saw both sides score — a miss on BTTS. Historically the two sides average 47% Over 2.5 across their same-competition games (Lamphun Warrior 38%, Chiangrai United 56%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 51%, which matched the both-scored outcome.
Trading Patterns vs Reality
Lamphun Warrior's trading profile (34 games, 17 home) set some clear expectations: BTTS lands in 38% of their matches — today it did.
Chiangrai United's trading profile (34 games, 17 away) set some clear expectations: BTTS lands in 65% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Form vs Result
On form, Chiangrai United arrived the stronger side — 1.59 PPG against 1.06. Form was overturned, with Lamphun Warrior winning despite arriving in poorer recent shape. Lamphun Warrior (home/away splits) scored 2 against a 1.12 average — above their attacking norm.
Verdict
Grading the result against the stored data, 0 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss), 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.