Chiangrai United 1-2 Bangkok United – Result & Analysis
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Poisson rates Bangkok United at 40% — the H2H record provides partial corroboration, though signals are mixed in this Chiangrai United vs Bangkok United encounter.
✍️ Match Preview
Fixture Analysis
It is a Thai League 1 clash, Regular Season - 22 as Chiangrai United welcome Bangkok United to LEO Chiangrai Stadium. Kick-off is set for Saturday 4 March 2023 at 11:00 UTC.
Form Guide
Chiangrai United — All Games: 4W 3D 3L from 10 Thai League 1 outings this season, averaging 1.50 points per game. Last five: W W D W L. Offensively they are averaging 1.50 goals per game, with 1.70 conceded. 1 clean sheet 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 7W 3D 0L at LEO Chiangrai Stadium — 2.40 PPG. They are averaging 2.10 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 2.40 is noticeably stronger than their overall 1.50 — Chiangrai United are significantly better at LEO Chiangrai Stadium than their overall form suggests.
Looking at all fixtures this season, Bangkok United stand at 6W 2D 2L from 10 Thai League 1 matches — 2.00 PPG. Last five: W W W W L. They are scoring at 1.70 per game and conceding 0.60. Defensively, 0.60 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. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not. This season is still relatively young for Bangkok United, so this record blends games from this season and last.
On the road, Bangkok United have gone 5W 3D 2L from 10 away fixtures this term (1.80 PPG). Away from home they average 1.40 goals scored and 0.40 conceded per game. 6 away clean sheets from 10 games (60%) — they are as difficult to score against on the road as they are at home. Away from home, both teams have scored in only 20% of games — a low rate that backs BTTS No when they travel.
Form points away from home here. Bangkok United's 2.00 PPG return is 0.50 points per game ahead of Chiangrai United's 1.50 — the visitors are the form-based selection, and Double Chance is an alternative worth pricing if the outright looks tight.
H2H
The previous 3 encounters between these sides heavily favour Bangkok United, who boast 3 victories compared to 0 for Chiangrai United.
The 3 previous encounters between these sides have been high-scoring affairs — 4.3 goals per contest on average. Historical precedent backs the Over 2.5 goals market. The most recent clash, on 9 Oct 2022, ended 2–4 with Bangkok United winning.
The H2H provides genuine backing for the away side. Bangkok United have won 3 of 3 previous encounters, and at 4.3 goals per game, the goals market also points upward. The away win and Over 2.5 combination has a historical case worth noting.
In-Play Profile
Chiangrai United in-play tendencies (51 games, 25 at home): they score before half-time in 56% of fixtures in home games; when goalless at HT, a second-half goal follows 68% of the time; BTTS occurs in 52% of their matches (home games); Over 2.5 goals lands in 48% of games (home games).
Bangkok United in-play tendencies (51 games, 25 at away): they score before half-time in 48% of fixtures in away games; when goalless at HT, a second-half goal follows 90% of the time; BTTS occurs in 36% of their matches (away games); Over 2.5 goals lands in 32% of games (away games); they keep a clean sheet 41% of the time.
BTTS rates are mixed from the trading data — Chiangrai United 53% versus Bangkok United 43%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Chiangrai United 47% | Bangkok United 41%).
Poisson Model
The Poisson distribution model projects Chiangrai United 1.11 xG and Bangkok United 1.30 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 1.223 / defence 1.010 | Bangkok United attack 1.170 / defence 0.634. League average goals — home 1.436 / away 1.104. Bangkok United's defence strength of 0.634 is below average — they are conceding at a rate that inflates the home xG figure. Data: 51 Chiangrai United games / 51 Bangkok United games used (CurrentSeason).
Result probabilities: Chiangrai United 31% | Draw 29% | Bangkok United 40%. Fair-value odds: Chiangrai United 3.23 | Draw 3.45 | Bangkok United 2.50. This is a low-confidence result — no outcome exceeds 45%. The draw at 29% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 43% | BTTS probability 50% | Total xG 2.42. Under 2.5 has a narrow probability edge at 57% — total xG of 2.42 is below the line but not decisively so. BTTS probability of 50% 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 Bangkok United at 40% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. With a 29% draw probability, Draw No Bet on Bangkok United offers a more defensible entry point than the straight win. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.42 combined xG gives a 43% probability to Under 2.5 — Poisson-only — limited corroboration — though H2H averaging only 4.3 goals per meeting points in the other direction.
Poisson assigns a 50% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Chiangrai United 70% | Bangkok United 20% BTTS from recent games.
The outsider holds a 31% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
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💡 Key Insights
🏟️ Match Context
• Fixture: Chiangrai United vs Bangkok United | Competition: Thai League 1, Regular Season - 22 | Venue: LEO Chiangrai Stadium • Kick-off: Saturday 4 Mar 2023, 11:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Chiangrai United 31% | Draw 29% | Bangkok United 40% • Poisson goal markets: Over 2.5 43% | BTTS 50% | xG Chiangrai United 1.11 / Bangkok United 1.30 • Poisson strength factors: Chiangrai United attack 1.223 / def 1.010 | Bangkok United attack 1.170 / def 0.634 | league avg home 1.436 / away 1.104 • Poisson stance: Bangkok United (40%) — low confidence — close contest
🧮 Prediction Model
1.11
Chiangrai United xG
Expected Goals
1.30
Bangkok United xG
50%
BTTS
70%
Over 1.5
43%
Over 2.5
22%
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 Bangkok United kick off?
Chiangrai United vs Bangkok United kicked off at 11:00 on Saturday 4 March 2023 at LEO Chiangrai Stadium.
What was the final score in Chiangrai United vs Bangkok United?
Chiangrai United 1 - 2 Bangkok United.
Where is Chiangrai United vs Bangkok United being played?
The match is being played at LEO Chiangrai Stadium.
What competition is Chiangrai United vs Bangkok United part of?
Chiangrai United vs Bangkok United is a Regular Season - 22 fixture in the Thai League 1 (Thailand).
Who is favourite to win Chiangrai United vs Bangkok United?
Our statistical model gives Chiangrai United a 31% chance of winning, Bangkok United a 40% chance, and a 29% chance of a draw — making Bangkok United the favourite.
Will both teams score in Chiangrai United vs Bangkok United?
Our model estimates a 50% probability that both Chiangrai United and Bangkok United will score (BTTS).
Will Chiangrai United vs Bangkok United have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 43%.
What is the head-to-head record between Chiangrai United and Bangkok United?
Record (3 meetings): Chiangrai United 0W | Draws 0 | Bangkok United 3W.
What form are Chiangrai United and Bangkok United in?
Chiangrai United (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.50 / GA 1.70 | L5 W-W-D-W-L. Bangkok United (all comps): 6W-2D-2L in 10 | 2.00 PPG | GF 1.70 / GA 0.60 | L5 W-W-W-W-L.
🧮 Model Insight
How the Model Works This Match
The model rates Chiangrai United's attack at 1.22x the league average against Bangkok United's defence at 0.63x — combine the two and it projects 1.11 expected goals for the hosts. The same calculation in reverse, Bangkok United's attack versus Chiangrai United's defence, projects 1.30 expected goals for the visitors.
These ratings are built from 51/51 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 14.6% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (10.6%), 0-1 (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
Bangkok United Win
31%
3.23
29%
3.47
40%
2.49
Top 3 Most Likely Scorelines
1 – 1
12.9%
Draw
Most likely
0 – 1
11.6%
Away win
1 – 0
9.9%
Home win
Expected Goals & Win Odds
1.11
Chiangrai United xG
Total xG
2.42
1.30
Bangkok United xG
3.23
31%
Home win
3.47
29%
Draw
2.49
40%
Away win
Goals Markets
70%
Over 1.5
1.43
30%
Under 1.5
3.33
43%
Over 2.5
2.33
57%
Under 2.5
1.75
22%
Over 3.5
4.55
78%
Under 3.5
1.28
10%
Over 4.5
10.00
90%
Under 4.5
1.11
Match Markets
Both Teams to Score
50%
BTTS Yes
2.01
50%
BTTS No
1.99
Clean Sheet
27%
3.68
33%
3.04
Win to Nil
8%
11.90
13%
7.57
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.9 | 11.6 | 7.6 | 3.3 | 1.1 | 0.3 |
| 1 | 9.9 | 12.9 | 8.4 | 3.7 | 1.2 | 0.3 |
| 2 | 5.5 | 7.2 | 4.7 | 2.0 | 0.7 | 0.2 |
| 3 | 2.0 | 2.7 | 1.7 | 0.8 | 0.2 | 0.1 |
| 4 | 0.6 | 0.7 | 0.5 | 0.2 | 0.1 | – |
| 5 | 0.1 | 0.2 | 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 Chiangrai United vs Bangkok United?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.6%.
How many goals are Chiangrai United and Bangkok United expected to score?
The model projects 1.11 expected goals for Chiangrai United and 1.30 for Bangkok United, a combined total of 2.42.
How confident is the prediction model for Chiangrai United vs Bangkok United?
Not very — the model's leading outcome sits at just 40%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Across their last 51 outings, Chiangrai United have picked up 1.59 PPG on a 22W 15D 14L record — W-W-D-W-L across the most recent five. The sample for Chiangrai United is still a mix of this season and last, given how young the current campaign is.
Bangkok United's form line: 28W 12D 11L from 51 games, 1.88 PPG, last five W-W-W-W-L. The sample for Bangkok United is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Chiangrai United on 1.59 PPG, Bangkok United on 1.88. Other factors will likely decide this one more than recent results.
Venue Form
On home soil, Chiangrai United have posted 1.64 PPG from 25 outings (11W 8D 6L).
On the road, Bangkok United have gone 11W 5D 9L from 25 away games — 1.52 PPG when travelling.
Goals in Recent Form
Chiangrai United are averaging 1.25 goals scored and 1.22 conceded per game recently; Bangkok United are on 1.75 scored and 0.80 conceded.
Defensively: Bangkok United in 41% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 51 Results — Thai League 1
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Chiangrai United
Blended
Bangkok United
Blended
❓ Frequently Asked Questions
What form are Chiangrai United and Bangkok United in coming into this match?
Chiangrai United have gone 22W 15D 14L in their last 51 games (1.59 PPG), while Bangkok United have gone 28W 12D 11L in their last 51 (1.88 PPG).
Which team has the better venue record — Chiangrai United at home or Bangkok United away?
Chiangrai United's home record (1.64 PPG) is the stronger of the two venue-specific splits — Chiangrai United at home: 1.64 PPG; Bangkok United away: 1.52 PPG.
Have Chiangrai United or Bangkok United been keeping clean sheets recently?
Chiangrai United have kept a clean sheet in 33% of their recent games, Bangkok United in 41%.
⚔️ Rivalry Insight
Fixture History
10 meetings separate these sides on the data we hold, the series stretching back to November 2021. Every recorded meeting has come in Thai League 1. They last met on 25 April 2026, roughly 3 months ago.
Streaks & Records
The biggest gap between the sides came on 6 Nov 2021, when Bangkok United won 0-4 — the largest margin of victory on record between these two.
Chiangrai United's record when hosting Bangkok United specifically: 1W 0D 4L from 5 games — a narrower, venue-specific slice of the head-to-head picture.
Last 10 Meetings
1
Chiangrai United
1
Draws
8
Bangkok United
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Chiangrai United and Bangkok United?
From 10 meetings on record, Chiangrai United have won 1, Bangkok United have won 8, and 1 have been drawn.
When did Chiangrai United and Bangkok United last play each other?
They last met on 25 April 2026, when Chiangrai United 2-0 Bangkok United.
Who has won more matches between Chiangrai United and Bangkok United?
Bangkok United have the better head-to-head record, with 8 wins from 10 meetings.
📈 Trading Insight
First-Half Patterns
Chiangrai United see a goal before the break in 56% 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.
Bangkok United see a goal before the break in 48% 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.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Chiangrai United 52%, Bangkok United 36% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 48% (Chiangrai United) and 32% (Bangkok United).
On the defensive side: Chiangrai United keep a clean sheet in 32% of their matches; Bangkok United in 36%; Chiangrai United have failed to score in 28% of games; Bangkok United in 32%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Chiangrai United home games / Bangkok United away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Chiangrai United play Bangkok United?
Not especially — both teams scoring has occurred in only 52% of Chiangrai United's recent matches and 36% of Bangkok United's, a rate that leans toward BTTS No.
Is Chiangrai United vs Bangkok United usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 48% of Chiangrai United's recent games and 32% of Bangkok United's, pointing to a tighter contest.
Prediction vindicated as Bangkok United edge out Chiangrai United 1-2.
📝 Match Report
How It Unfolded
Bangkok United beat Chiangrai United 1-2 at LEO Chiangrai Stadium, Regular Season - 22, 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 Chiangrai United 1.11 xG and Bangkok United 1.30 xG, a combined 2.42. The scoreboard read 1-2 for 3 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 Chiangrai United attack 1.22 / defence 1.01 against Bangkok United attack 1.17 / defence 0.63, drawn from 51/51 games (CurrentSeason).
On the result, the model split it Chiangrai United 31% | Draw 29% | Bangkok United 40%, with Bangkok United to win its most likely call at 40%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 43%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 70% and landed. On both teams to score, the model sat at 50% and the match saw both sides score — another call in the model's favour. Historically the two sides average 44% Over 2.5 across their same-competition games (Chiangrai United 47%, Bangkok United 41%), 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
Chiangrai United's trading profile (51 games, 25 home) set some clear expectations: BTTS lands in 53% of their matches — today it did; they keep a clean sheet 33% of the time, and conceded here.
Bangkok United's trading profile (51 games, 25 away) set some clear expectations: BTTS lands in 43% of their matches — today it did; they keep a clean sheet 41% of the time, and conceded here.
Form vs Result
The form lines were close — Chiangrai United 1.59 PPG, Bangkok United 1.88 PPG — offering no strong steer, and the Bangkok United win broke the near-deadlock. Chiangrai United (home/away splits) shipped 2 against a 1.16 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (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.