QPR 1-3 Coventry – Result & Analysis
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Poisson model rates Coventry at 44% — neither recent form nor the head-to-head data gives a clear steer either way as QPR face Coventry.
✍️ Match Preview
Pre-Match Analysis
QPR and Coventry meet at Loftus Road in Championship (matchday 9). This fixture gets under way on Saturday 30 September 2023 at 16:00 UK time.
Current Form
QPR's record over their last 10 games: 3W 2D 5L (1.10 PPG). Last five: L W L D D. They are averaging 0.80 goals per game and conceding 1.40 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings (30%).
QPR's form when playing at home: 1W 2D 7L across their last 10 home games (0.50 PPG). At home they are averaging 0.50 goals scored and 1.70 conceded per game. Somewhat surprisingly, their home PPG of 0.50 lags behind their overall 1.10 — home advantage has not translated into better results recently.
Coventry (all games): 2W 6D 2L across their last 10 — 1.20 points per game. Last five: D D D L D. Their scoring rate of 1.40 per game is modest, conceding 1.20 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets from 10 outings (30%). Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market.
Coventry's form when playing away from home: 3W 5D 2L across their last 10 road games (1.40 PPG). Away from home they average 1.50 goals scored and 1.00 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.
Neither side holds a meaningful form edge. The 1.10 vs 1.20 PPG split is negligible — model and market signals should carry more analytical weight for this one.
H2H History
The head-to-head record is closely matched — across the 4 H2H matches in our data, the wins are level at 2 apiece, with 0 draws. Neither side has a commanding advantage.
The 4 H2H matches in our data averaged 2.5 goals per game — a neutral rate that gives no strong lean on the goals market from the H2H alone. The most recent of those, on 15 Apr 2023, ended QPR 0–3 Coventry — a Coventry win.
The head-to-head data offers no strong steer in either the result or goals markets. Form, the model and current market pricing should carry more weight for this fixture.
Trading
QPR half-time and goal-timing data (last 54 games, 25 of them at home): at least one goal arrives before half-time in 84% of their matches in home games; when goalless at HT, a second-half goal follows 69% of the time; of the 12 games they led at half-time, they failed to win 25%; BTTS occurs in 48% of their matches (home games); Over 2.5 goals lands in 48% of games (home games); they fail to score in 39% of games.
Coventry half-time and goal-timing data (last 54 games, 25 of them away): at least one goal arrives before half-time in 52% of their matches in away games; when goalless at HT, a second-half goal follows 68% of the time; of the 15 games they led at half-time, they failed to win 27%; of the 11 games they trailed at half-time, they recovered to draw or win 46%; BTTS occurs in 40% of their matches (away games); Over 2.5 goals lands in 32% of games (away games); they keep a clean sheet 44% of the time.
BTTS rates are mixed from the trading data — QPR 48% versus Coventry 43%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (QPR 50% | Coventry 33%). There is an in-play dynamic worth noting: QPR surrender their half-time lead 25% of the time, while Coventry have come from behind at the break to draw or win in 46% of cases — a combination that makes laying the hosts at HT a potential angle.
Poisson Model
The Poisson distribution model projects QPR 1.13 xG and Coventry 1.50 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: QPR attack 0.776 / defence 1.181 | Coventry attack 1.065 / defence 1.039. League average goals — home 1.406 / away 1.196. QPR's attack rating of 0.776 is below the league average, which holds their xG down at 1.13. Data: built from QPR's last 54 games and Coventry's last 54.
Result probabilities: QPR 27% | Draw 29% | Coventry 44%. Fair-value odds: QPR 3.70 | Draw 3.49 | Coventry 2.26. This is a low-confidence result — no outcome reaches 45%. The draw at 29% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 49% | BTTS Yes probability 54% | Total xG 2.64. Over/Under 2.5 is close to a coin-flip at 49%/51% — the total xG of 2.64 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS Yes at 54% is only a slight lean — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's primary lean is Coventry at 44% — marginal model lean. Draw probability of 29% warrants consideration of Double Chance or Draw No Bet on Coventry if the outright odds are short.
Poisson projects 2.64 total expected goals, pointing to Under 2.5 at 51% probability — a Poisson-only call with no corroboration from form or H2H.
On the BTTS market, Poisson puts 54% on Yes. Form rates corroborate — both teams scored in: QPR 40% (last 10 home games) | Coventry 70% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: QPR vs Coventry | Competition: Championship, matchday 9 | Venue: Loftus Road • Kick-off: Saturday 30 September 2023 at 16:00 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: QPR 27% | Draw 29% | Coventry 44% • Poisson goal markets: Over 2.5 49% (Under 51%) | BTTS Yes 54% (No 46%) | xG QPR 1.13 / Coventry 1.50 • Poisson strength factors: QPR attack 0.776 / def 1.181 | Coventry attack 1.065 / def 1.039 | league avg home 1.406 / away 1.196 • Poisson stance: Coventry (44%) — low confidence — close contest
🧮 Prediction Model
1.13
QPR xG
Expected Goals
1.50
Coventry xG
54%
BTTS
76%
Over 1.5
49%
Over 2.5
27%
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.
❓ QPR vs Coventry FAQs
What time does QPR vs Coventry kick off?
QPR vs Coventry kicked off at 16:00 UK time on Saturday 30 September 2023 at Loftus Road.
What was the final score in QPR vs Coventry?
QPR 1 - 3 Coventry.
Where is QPR vs Coventry being played?
The match is being played at Loftus Road.
What competition is QPR vs Coventry part of?
QPR vs Coventry is a Championship fixture (matchday 9) (England).
Who is favourite to win QPR vs Coventry?
Our statistical model gives QPR a 27% chance of winning, Coventry a 44% chance, and a 29% chance of a draw — making Coventry the favourite.
Will both teams score in QPR vs Coventry?
Our model estimates a 54% probability that both QPR and Coventry will score, so it leans towards BTTS Yes.
Will QPR vs Coventry have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 49%, so it leans towards under 2.5 goals (51%).
🧮 Model Insight
Behind the Numbers
The model rates QPR's attack at 0.78x the league average against Coventry's defence at 1.04x — combine the two and it projects 1.13 expected goals for the hosts. Flip it around — Coventry's attack (1.06x) against QPR's defence (1.18x) — and the away total comes out at 1.50.
These ratings are built from QPR's last 54 games and Coventry's last 54 — a full enough recent sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 13.8% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-1 (9.2%), 1-2 (9.2%). Those top three scorelines alone account for 32% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Coventry Win
27%
3.70
29%
3.49
44%
2.26
Top 3 Most Likely Scorelines
1 β 1
12.2%
Draw
Most likely
0 β 1
10.8%
Away win
1 β 2
9.2%
Away win
Expected Goals & Win Odds
1.13
QPR xG
Total xG
2.64
1.50
Coventry xG
3.70
27%
Home win
3.49
29%
Draw
2.26
44%
Away win
Goals Markets
74%
Over 1.5
1.35
26%
Under 1.5
3.85
49%
Over 2.5
2.04
51%
Under 2.5
1.96
27%
Over 3.5
3.70
73%
Under 3.5
1.37
13%
Over 4.5
7.69
87%
Under 4.5
1.15
Match Markets
Both Teams to Score
54%
BTTS Yes
1.84
46%
BTTS No
2.19
Clean Sheet
22%
4.50
32%
3.10
Win to Nil
6%
16.65
14%
7.02
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.2 | 10.8 | 8.1 | 4.1 | 1.5 | 0.5 |
| 1 | 8.1 | 12.2 | 9.2 | 4.6 | 1.7 | 0.5 |
| 2 | 4.6 | 6.9 | 5.2 | 2.6 | 1.0 | 0.3 |
| 3 | 1.7 | 2.6 | 2.0 | 1.0 | 0.4 | 0.1 |
| 4 | 0.5 | 0.7 | 0.6 | 0.3 | 0.1 | – |
| 5 | 0.1 | 0.2 | 0.1 | 0.1 | – | – |
Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ QPR vs Coventry Prediction FAQs
What is the most likely scoreline for QPR vs Coventry?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.8%.
How many goals are QPR and Coventry expected to score?
The model projects 1.13 expected goals for QPR and 1.50 for Coventry, a combined total of 2.64.
How confident is the prediction model for QPR vs Coventry?
Not very — the model's leading outcome sits at just 44%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
QPR come into this having played 54 games, going 15W 13D 26L for 1.07 points per game. Their last five reads L-W-L-D-D.
On the other side, Coventry sit at 1.52 PPG from 54 outings (20W 22D 12L), a run that reads D-D-D-L-D across their last five.
Coventry carry the stronger recent form of the two, 0.45 PPG clear of QPR — worth weighing alongside whatever the head-to-head and market data say.
Home & Away Splits
QPR's home form reads 5W 6D 14L across their last 25 home games, a 0.84 PPG return.
Away from home, Coventry have taken 1.36 points per game from their last 25 away games (8W 10D 7L).
Comparing the two in their relevant venue splits, Coventry 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
QPR are averaging 0.94 goals scored and 1.54 conceded per game recently; Coventry are on 1.24 scored and 0.94 conceded.
Defensively: Coventry in 44% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 54 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
QPR
Blended
Coventry
Blended
QPR (Home) vs Coventry (Away)
Home games only for the home side · Away games only for the away side
QPR
Blended
Coventry
Blended
❓ QPR vs Coventry Form FAQs
What form are QPR and Coventry in coming into this match?
QPR have gone 15W 13D 26L in their last 54 games (1.07 PPG), while Coventry have gone 20W 22D 12L in their last 54 (1.52 PPG).
Which team has the better venue record — QPR at home or Coventry away?
Coventry's away record (1.36 PPG) is the stronger of the two venue-specific splits — QPR at home: 0.84 PPG; Coventry away: 1.36 PPG.
Have QPR or Coventry been keeping clean sheets recently?
QPR have kept a clean sheet in 20% of their recent games, Coventry in 44%.
⚔️ Rivalry Insight
History of the Fixture
We have 10 H2H matches between these sides on record, dating back to August 2021 — enough to show some patterns. All of them came in Championship. The most recent was on 31 January 2026, roughly 9 months ago.
Records & Recent Trends
For context on how one-sided this fixture can get: Coventry won Coventry 7-1 QPR on 23 Aug 2025, the biggest margin in the H2H matches we hold.
Specifically as hosts in this fixture, QPR have gone 2W 1D 2L from the 5 H2H matches in our data played on their own ground against Coventry — worth weighing alongside the overall series record.
Last 10 Meetings
4
QPR
1
Draws
5
Coventry
Recent Meetings
❓ QPR vs Coventry H2H FAQs
What is the head-to-head record between QPR and Coventry?
Across the 10 head-to-head matches in our data, QPR have won 4, Coventry have won 5, and 1 has been drawn.
When did QPR and Coventry last play each other?
The most recent meeting in our data was on 31 January 2026: QPR 2-1 Coventry.
Who has won more matches between QPR and Coventry?
Coventry have the better head-to-head record, with 5 wins from the 10 head-to-head matches in our data.
📈 Trading Insight
How These Sides Start
QPR are typically involved in an early goal — the half-time board shows at least one in 84% of their matches. They've gone in front at half-time 28% of the time, though they've let that lead slip 43% of the time they've held it — worth watching if they're only ahead by one.
Coventry see a goal before the break in 52% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 40% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — QPR 48%, Coventry 40% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 48% (QPR) and 32% (Coventry).
On the defensive side: Coventry in 44%; QPR have failed to score in 44% of games; Coventry in 32%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = QPR home games / Coventry away games. HT metrics require half-time score data β shown as β where unavailable.
❓ QPR vs Coventry Trading FAQs
Do both teams usually score in QPR and Coventry matches?
Not especially — both teams scoring has occurred in only 48% of QPR's recent matches and 40% of Coventry's, a rate that leans toward BTTS No.
Are QPR and Coventry matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 48% of QPR's recent games and 32% of Coventry's, pointing to a tighter contest.
Do QPR and Coventry matches tend to have early goals?
There has been at least one first-half goal in 84% of QPR's recent matches and 52% of Coventry's — a useful reference point for first-half goal markets.
Coventry cruise to a comfortable 1-3 victory over QPR.
📝 Match Report
How It Unfolded
Coventry beat QPR 1-3 at Loftus Road, Regular Season - 9, in the Championship. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting QPR 1.13 xG and Coventry 1.50 xG, a combined 2.64. The scoreboard read 1-3 for 4 actual goals. Coventry outscored their 1.50 projection by 1.5. Those figures were built on strength ratings of QPR attack 0.78 / defence 1.18 against Coventry attack 1.06 / defence 1.04, drawn from 54/54 games (CurrentSeason).
On the result, the model split it QPR 27% | Draw 29% | Coventry 44%, with Coventry to win its most likely call at 44%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 49%. The game delivered 4, so it went over — against the model's lean. Over 1.5 had been 76% and landed. Over 3.5 was 27% and came in. On both teams to score, the model sat at 54% and the match saw both sides score — another call in the model's favour. Historically the two sides average 42% Over 2.5 across their same-competition games (QPR 50%, Coventry 33%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 45%, which did not match the both-scored outcome.
Trading Patterns vs Reality
QPR's trading profile (54 games, 25 home) set some clear expectations: BTTS lands in 48% of their matches — today it did.
Coventry's trading profile (54 games, 25 away) set some clear expectations: BTTS lands in 43% of their matches — today it did; they keep a clean sheet 44% of the time, and conceded here.
Form vs Result
On form, Coventry arrived the stronger side — 1.52 PPG against 1.07. Form held, and they took the win. QPR (home/away splits) shipped 3 against a 1.52 concession average — a leakier day than usual. Coventry (home/away splits) scored 3 against a 1.16 average — above their attacking norm.
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). Partial vindication: some calls landed, others slipped.
💡 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.