QPR 1-3 Coventry – Result & Analysis
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Poisson model rates Coventry at 44%, yet other data sources diverge — this QPR vs Coventry fixture contains genuine analytical tension.
✍️ Match Preview
Pre-Match Analysis
QPR and Coventry meet at Loftus Road in Championship, Regular Season - 9. This fixture gets under way on Saturday 30 September 2023 at 15:00 UTC.
Current Form
QPR's overall Championship record this term: 3W 2D 5L from 10 games (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 provides some defensive foundation. This season is still relatively young for QPR, so this record blends games from this season and last.
QPR's form when playing at home: 1W 2D 7L across 10 games at Loftus Road this term (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 — the home advantage has not translated into superior results at Loftus Road this season.
Coventry (all games): 2W 6D 2L across 10 Championship outings this term — 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 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 Coventry, so this record blends games from this season and last.
Coventry's form when playing away from home: 3W 5D 2L across 10 road games this term (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
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 4 meetings: QPR 2W, Coventry 2W, 0D.
The 4 previous meetings have averaged 2.5 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 15 Apr 2023, ended 0–3 with Coventry winning.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
Trading
QPR half-time and goal-timing data (54 games, 25 at home): they score before half-time in 84% of fixtures in home games; when goalless at HT, a second-half goal follows 69% of the time; 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 (54 games, 25 at away): they score before half-time in 52% of fixtures in away games; when goalless at HT, a second-half goal follows 68% of the time; 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%).
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 strength of 0.776 is below the league average — the 1.13 xG projection reflects a team that scores at a discount to the division norm. Data: 54 QPR games / 54 Coventry games used (CurrentSeason).
Result probabilities: QPR 27% | Draw 29% | Coventry 44%. Fair-value odds: QPR 3.70 | Draw 3.45 | Coventry 2.27. 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 49% | BTTS 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 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 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 49% probability — Poisson-only — limited corroboration conviction.
On the BTTS market, Poisson puts 54% on Yes. Form rates corroborate: QPR 40% | Coventry 70% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: QPR vs Coventry | Competition: Championship, Regular Season - 9 | Venue: Loftus Road • Kick-off: Saturday 30 Sep 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: QPR 27% | Draw 29% | Coventry 44% • Poisson goal markets: Over 2.5 49% | BTTS 54% | 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.
❓ Frequently Asked Questions
What time does QPR vs Coventry kick off?
QPR vs Coventry kicked off at 15:00 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 Regular Season - 9 fixture in the Championship (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 (BTTS).
Will QPR vs Coventry have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 49%.
What is the head-to-head record between QPR and Coventry?
Record (4 meetings): QPR 2W | Draws 0 | Coventry 2W.
What form are QPR and Coventry in?
QPR (all comps): 3W-2D-5L in 10 | 1.10 PPG | GF 0.80 / GA 1.40 | L5 L-W-L-D-D. Coventry (all comps): 2W-6D-2L in 10 | 1.20 PPG | GF 1.40 / GA 1.20 | L5 D-D-D-L-D.
🧮 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 54/54 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 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 – 1
12.2%
Draw
Most likely
0 – 1
10.8%
Away win
1 – 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 · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
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. The sample for QPR is still a mix of this season and last, given how young the current campaign is.
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. The sample for Coventry is still a mix of this season and last, given how young the current campaign is.
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 25 games on their own ground, a 0.84 PPG return.
Away from home, Coventry have taken 1.36 points per game from 25 outings (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 — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
QPR
Blended
Coventry
Blended
❓ Frequently Asked Questions
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
On record, these two have faced off 10 times since August 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Championship. They last met on 31 January 2026, roughly 6 months ago.
Records & Recent Trends
For context on how one-sided this fixture can get: Coventry won 7-1 on 23 Aug 2025, the biggest margin either side has managed in the series.
Specifically as hosts in this fixture, QPR have gone 2W 1D 2L from 5 meetings on their own ground against Coventry — worth weighing alongside the overall series record.
Last 10 Meetings
4
QPR
1
Draws
5
Coventry
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between QPR and Coventry?
From 10 meetings on record, QPR have won 4, Coventry have won 5, and 1 have been drawn.
When did QPR and Coventry last play each other?
They last met on 31 January 2026, when 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 10 meetings.
📈 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.
Coventry see a goal before the break in 52% of their matches.
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 — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when QPR play Coventry?
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.
Is QPR vs Coventry usually a high-scoring fixture?
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 tend to score early?
QPR have had a goal before half-time in 84% of their recent matches, Coventry in 52% — 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.