Shandong Luneng 3-0 Beijing Guoan – Result & Analysis
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Poisson model rates Shandong Luneng at 67%, yet other data sources diverge — this Shandong Luneng vs Beijing Guoan fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Beijing Guoan make the trip to Jinan Olympic Sports Center Stadium to face Shandong Luneng in Super League, Regular Season - 19. The match kicks off on Sunday 30 July 2023 at 12:35 UTC.
Current Form
Shandong Luneng's overall Super League record this term: 6W 3D 1L from 10 games (2.10 PPG). Last five: D W W D L. Offensively they are averaging 1.80 goals per game, with 0.60 conceded. Defensively, conceding just 0.60 per game is an exceptional defensive record — one of the tightest in the division. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches. This season is still relatively young for Shandong Luneng, so this record blends games from this season and last.
Shandong Luneng's form when playing at home: 8W 2D 0L across 10 games at Jinan Olympic Sports Center Stadium this term (2.60 PPG). They are averaging 3.00 goals per home game — a prolific scoring rate in front of their own fans. 6 clean sheets from 10 home games (60%) — they are an exceptionally hard side to score against at Jinan Olympic Sports Center Stadium. Their home PPG of 2.60 is noticeably stronger than their overall 2.10 — Shandong Luneng are significantly better at Jinan Olympic Sports Center Stadium than their overall form suggests.
Beijing Guoan (all games): 5W 2D 3L across 10 Super League outings this term — 1.70 points per game. Last five: W W L D W. Their attacking form is sharp — 2.50 goals per game is a high-output rate that commands respect in the goals markets. 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 Beijing Guoan, so this record blends games from this season and last.
Beijing Guoan's form when playing away from home: 3W 3D 4L across 10 road games this term (1.20 PPG). Away from home they average 1.30 goals scored and 1.70 conceded per game. Both teams have scored in 70% of their away matches — a high BTTS rate on the road that directly informs this fixture. Their away PPG of 1.20 is notably below their overall 1.70 — form away from home has been a clear weakness this season.
Neither side holds a meaningful form edge. The 2.10 vs 1.70 PPG split is negligible — model and market signals should carry more analytical weight for this one.
Head-to-Head
Neither side has dominated this fixture. The last 3 head-to-head meetings have produced 1 wins for Shandong Luneng, 0 for Beijing Guoan and 2 draws — an even split that leaves the H2H largely neutral as a betting input.
Attacking output has been a hallmark of this fixture. At 3.0 goals per game across 3 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 29 Apr 2023, ended 0–0 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading & In-Play
Shandong Luneng — key trading statistics (52 games, 24 at home): they score before half-time in 77% of fixtures in home games; when goalless at HT, a second-half goal follows 93% of the time; two or more arrive in the second half on 67% of those occasions; BTTS occurs in 38% of their matches (home games); Over 2.5 goals lands in 67% of games (home games); they keep a clean sheet 44% of the time.
Beijing Guoan — key trading statistics (52 games, 24 at away): they score before half-time in 87% of fixtures in away games; when goalless at HT, a second-half goal follows 73% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 67% of their matches (away games); Over 2.5 goals lands in 67% of games (away games); Over 3.5 in 40%.
BTTS rates are mixed from the trading data — Shandong Luneng 50% versus Beijing Guoan 62%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Shandong Luneng 60% | Beijing Guoan 62%).
Poisson Model
The Poisson distribution model projects Shandong Luneng 2.27 xG and Beijing Guoan 0.89 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: Shandong Luneng attack 1.429 / defence 0.680 | Beijing Guoan attack 1.061 / defence 1.059. League average goals — home 1.497 / away 1.231. Shandong Luneng carry an above-average attack strength of 1.429 — their λ of 2.27 reflects genuine attacking quality above the league norm. Shandong Luneng's defence rating of 0.680 is below average — the home backline is amplifying the visitor's projected output. Data: 52 Shandong Luneng games / 52 Beijing Guoan games used (CurrentSeason).
Result probabilities: Shandong Luneng 67% | Draw 22% | Beijing Guoan 11%. Fair-value odds: Shandong Luneng 1.49 | Draw 4.55 | Beijing Guoan 9.09. The model has a clear lean to Shandong Luneng (67%) — a 56pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 61% | BTTS probability 54% | 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 probability of 54% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's primary lean is Shandong Luneng at 67% — clear model lean. Draw No Bet is worth pricing alongside the outright: 22% draw probability makes the stalemate a live outcome even at this conviction level.
Poisson projects 3.15 total expected goals, pointing to Over 2.5 at 61% probability — strong conviction, supported by form averaging 3.2 goals per game and H2H averaging 3.0 goals per meeting.
On the BTTS market, Poisson puts 54% on Yes. Form rates corroborate: Shandong Luneng 40% | Beijing Guoan 70% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Shandong Luneng vs Beijing Guoan | Competition: Super League, Regular Season - 19 | Venue: Jinan Olympic Sports Center Stadium • Kick-off: Sunday 30 Jul 2023, 12:35 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Shandong Luneng 67% | Draw 22% | Beijing Guoan 11% • Poisson goal markets: Over 2.5 61% | BTTS 54% | xG Shandong Luneng 2.27 / Beijing Guoan 0.89 • Poisson strength factors: Shandong Luneng attack 1.429 / def 0.680 | Beijing Guoan attack 1.061 / def 1.059 | league avg home 1.497 / away 1.231 • Poisson stance: Shandong Luneng (67%) — strong lean
🧮 Prediction Model
2.27
Shandong Luneng xG
Expected Goals
0.89
Beijing Guoan xG
54%
BTTS
84%
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 Shandong Luneng vs Beijing Guoan kick off?
Shandong Luneng vs Beijing Guoan kicked off at 12:35 on Sunday 30 July 2023 at Jinan Olympic Sports Center Stadium.
What was the final score in Shandong Luneng vs Beijing Guoan?
Shandong Luneng 3 - 0 Beijing Guoan.
Where is Shandong Luneng vs Beijing Guoan being played?
The match is being played at Jinan Olympic Sports Center Stadium.
What competition is Shandong Luneng vs Beijing Guoan part of?
Shandong Luneng vs Beijing Guoan is a Regular Season - 19 fixture in the Super League (China).
Who is favourite to win Shandong Luneng vs Beijing Guoan?
Our statistical model gives Shandong Luneng a 67% chance of winning, Beijing Guoan a 11% chance, and a 22% chance of a draw — making Shandong Luneng the favourite.
Will both teams score in Shandong Luneng vs Beijing Guoan?
Our model estimates a 54% probability that both Shandong Luneng and Beijing Guoan will score (BTTS).
Will Shandong Luneng vs Beijing Guoan 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 Shandong Luneng and Beijing Guoan?
Record (3 meetings): Shandong Luneng 1W | Draws 2 | Beijing Guoan 0W.
What form are Shandong Luneng and Beijing Guoan in?
Shandong Luneng (all comps): 6W-3D-1L in 10 | 2.10 PPG | GF 1.80 / GA 0.60 | L5 D-W-W-D-L. Beijing Guoan (all comps): 5W-2D-3L in 10 | 1.70 PPG | GF 2.50 / GA 1.60 | L5 W-W-L-D-W.
🧮 Model Insight
Behind the Numbers
The model rates Shandong Luneng's attack at 1.43x the league average against Beijing Guoan's defence at 1.06x — combine the two and it projects 2.27 expected goals for the hosts. Flip it around — Beijing Guoan's attack (1.06x) against Shandong Luneng's defence (0.68x) — and the away total comes out at 0.89.
These ratings are built from 52/52 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 2-0 carries the highest individual probability at 11.0% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (9.7%), 1-1 (9.7%). Those top three scorelines alone account for 30% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Shandong Luneng Win
67%
1.50
22%
4.59
11%
8.70
Top 3 Most Likely Scorelines
2 – 0
11.0%
Home win
Most likely
1 – 0
9.7%
Home win
2 – 1
9.7%
Home win
Expected Goals & Win Odds
2.27
Shandong Luneng xG
Total xG
3.15
0.89
Beijing Guoan xG
1.50
67%
Home win
4.59
22%
Draw
8.70
11%
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
54%
BTTS Yes
1.84
46%
BTTS No
2.20
Clean Sheet
41%
2.43
10%
9.64
Win to Nil
27%
3.64
1%
83.91
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 4.3 | 3.8 | 1.7 | 0.5 | 0.1 | – |
| 1 | 9.7 | 8.6 | 3.8 | 1.1 | 0.3 | – |
| 2 | 11.0 | 9.7 | 4.3 | 1.3 | 0.3 | 0.1 |
| 3 | 8.3 | 7.3 | 3.3 | 1.0 | 0.2 | – |
| 4 | 4.7 | 4.2 | 1.8 | 0.5 | 0.1 | – |
| 5 | 2.1 | 1.9 | 0.8 | 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 Shandong Luneng vs Beijing Guoan?
Our Poisson model rates 2-0 as the single most likely exact scoreline, at 11.0%.
How many goals are Shandong Luneng and Beijing Guoan expected to score?
The model projects 2.27 expected goals for Shandong Luneng and 0.89 for Beijing Guoan, a combined total of 3.15.
How confident is the prediction model for Shandong Luneng vs Beijing Guoan?
Reasonably confident — the model's leading outcome is rated at 67%, a clear lean rather than a toss-up.
📈 Form Insight
The Form Picture
Shandong Luneng's recent record stands at 32W 11D 9L from 52 games, a 2.06 PPG return, with D-W-W-D-L in the last five. The sample for Shandong Luneng is still a mix of this season and last, given how young the current campaign is.
Beijing Guoan, meanwhile, have gone 24W 14D 14L across 52 games — 1.65 PPG, with W-W-L-D-W in their last five. The sample for Beijing Guoan is still a mix of this season and last, given how young the current campaign is.
The points-per-game comparison favours Shandong Luneng by 0.41 — a real, if not enormous, edge over Beijing Guoan heading into this one.
Home & Away Splits
At home specifically, Shandong Luneng have managed 20W 3D 1L from 24 games — 2.62 PPG in front of their own supporters. That's noticeably better than their 2.06 PPG overall — Shandong Luneng are a different proposition at home than their general record suggests.
Beijing Guoan's away record stands at 10W 6D 8L across 24 trips, a 1.50 PPG haul.
Comparing the two in their relevant venue splits, Shandong Luneng 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
Shandong Luneng are averaging 2.21 goals scored and 0.88 conceded per game recently; Beijing Guoan are on 1.71 scored and 1.38 conceded.
On BTTS specifically: Beijing Guoan in 62%.
Defensively: Shandong Luneng have kept a clean sheet in 44% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 52 Results — Super League
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Shandong Luneng
Blended
Beijing Guoan
Blended
❓ Frequently Asked Questions
What form are Shandong Luneng and Beijing Guoan in coming into this match?
Shandong Luneng have gone 32W 11D 9L in their last 52 games (2.06 PPG), while Beijing Guoan have gone 24W 14D 14L in their last 52 (1.65 PPG).
Which team has the better venue record — Shandong Luneng at home or Beijing Guoan away?
Shandong Luneng's home record (2.62 PPG) is the stronger of the two venue-specific splits — Shandong Luneng at home: 2.62 PPG; Beijing Guoan away: 1.50 PPG.
Have Shandong Luneng or Beijing Guoan been keeping clean sheets recently?
Shandong Luneng have kept a clean sheet in 44% of their recent games, Beijing Guoan in 27%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 10 times since October 2022 — enough meetings to establish some real patterns. Every recorded meeting has come in Super League. The two were last together as recently as 4 July 2026, so this form is fresh in the memory.
Records & Recent Trends
For context on how one-sided this fixture can get: Shandong Luneng won 6-0 on 31 Aug 2025, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, Shandong Luneng have gone 4W 1D 0L from 5 meetings on their own ground against Beijing Guoan — worth weighing alongside the overall series record.
Last 10 Meetings
4
Shandong Luneng
3
Draws
3
Beijing Guoan
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Shandong Luneng and Beijing Guoan?
From 10 meetings on record, Shandong Luneng have won 4, Beijing Guoan have won 3, and 3 have been drawn.
When did Shandong Luneng and Beijing Guoan last play each other?
They last met on 4 July 2026, when Beijing Guoan 2-0 Shandong Luneng.
Who has won more matches between Shandong Luneng and Beijing Guoan?
Shandong Luneng have the better head-to-head record, with 4 wins from 10 meetings.
📈 Trading Insight
How These Sides Start
Shandong Luneng are typically involved in an early goal — the half-time board shows at least one in 77% of their matches. They've gone in front at half-time 64% of the time.
Beijing Guoan are typically involved in an early goal — the half-time board shows at least one in 87% of their matches. They've gone in front at half-time 39% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 17% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Shandong Luneng 38%, Beijing Guoan 67% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 67% for Shandong Luneng and 67% for Beijing Guoan. Stepping up a level, Over 3.5 has also landed reasonably often — 33% and 42% respectively — worth a look for goal-hungry markets.
On the defensive side: Shandong Luneng keep a clean sheet in 62% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Shandong Luneng home games / Beijing Guoan away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Shandong Luneng play Beijing Guoan?
Not especially — both teams scoring has occurred in only 38% of Shandong Luneng's recent matches and 67% of Beijing Guoan's, a rate that leans toward BTTS No.
Is Shandong Luneng vs Beijing Guoan usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 67% of Shandong Luneng's matches and 67% of Beijing Guoan's.
Do Shandong Luneng and Beijing Guoan tend to score early?
Shandong Luneng have had a goal before half-time in 77% of their recent matches, Beijing Guoan in 87% — a useful reference point for first-half goal markets.
Dominant Shandong Luneng run riot with a 3-0 hammering of Beijing Guoan.
📝 Match Report
How It Unfolded
Shandong Luneng beat Beijing Guoan 3-0 at Jinan Olympic Sports Center Stadium, Regular Season - 19, in the Super League. 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 Shandong Luneng 2.27 xG and Beijing Guoan 0.89 xG, a combined 3.15. The scoreboard read 3-0 for 3 actual goals. Beijing Guoan landed 0.9 under their projected return. Those figures were built on strength ratings of Shandong Luneng attack 1.43 / defence 0.68 against Beijing Guoan attack 1.06 / defence 1.06, drawn from 52/52 games (CurrentSeason).
On the result, the model split it Shandong Luneng 67% | Draw 22% | Beijing Guoan 11%, with Shandong Luneng to win its most likely call at 67%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 61%. The game delivered 3, so it went over — the model's lean was correct. Over 1.5 had been 84% and landed. On both teams to score, the model sat at 54% and the match did not — a miss on BTTS. Historically the two sides average 61% Over 2.5 across their same-competition games (Shandong Luneng 60%, Beijing Guoan 62%), a base rate that agreed with today's over. Their combined BTTS history runs at 56%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Shandong Luneng's trading profile (52 games, 24 home) set some clear expectations: BTTS lands in 50% of their matches — today it did not; they keep a clean sheet 44% of the time, and duly kept one.
Beijing Guoan's trading profile (52 games, 24 away) set some clear expectations: BTTS lands in 62% of their matches — today it did not.
Form vs Result
On form, Shandong Luneng arrived the stronger side — 2.06 PPG against 1.65. The form guide was vindicated by the result. Beijing Guoan (home/away splits) managed 0 against a 1.50 scoring average — below par going forward and shipped 3 against a 1.58 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 (hit), BTTS (miss), form (hit). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 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.