QPR 0-3 Coventry – Result & Analysis
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Poisson rates Coventry at 59% — current form provides partial corroboration, though signals are mixed in this QPR vs Coventry encounter.
✍️ Match Preview
Pre-Match Analysis
QPR and Coventry meet at Loftus Road in Championship, Regular Season - 42. This fixture gets under way on Saturday 15 April 2023 at 15:00 UTC.
Current Form
QPR's overall Championship record this term: 1W 1D 8L from 10 games (0.40 PPG). Last five: L L L L D. They are averaging 0.70 goals per game and conceding 2.40 — a modest attacking output that tempers optimism on the Over 2.5 market. However, 2.40 goals conceded per game is a concern — opposing attacks have exploited them regularly. 1 clean sheet from 10 outings provides some defensive foundation.
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 1.90 conceded per game.
Coventry (all games): 4W 5D 1L across 10 Championship outings this term — 1.70 points per game. Last five: D W L D D. They are scoring at 1.60 per game and conceding 1.00. 4 clean sheets in 10 outings (40%) underlines their defensive solidity.
Coventry's form when playing away from home: 3W 3D 4L across 10 road games this term (1.20 PPG). Away from home they average 1.20 goals scored and 0.80 conceded per game. 4 clean sheets from 10 away games (40%) shows they are capable of shutting up shop on the road. Away from home, both teams have scored in only 30% of games — a low rate that backs BTTS No when they travel. Their away PPG of 1.20 is notably below their overall 1.70 — form away from home has been a clear weakness this season.
Coventry arrive in superior form — a 1.30 PPG advantage (1.70 vs 0.40) that offsets much of the home-ground benefit. The away side are the form pick, with draw protection the sensible way to manage the home-field uncertainty.
H2H History
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 3 meetings: QPR 2W, Coventry 1W, 0D.
The 3 previous meetings have averaged 2.3 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 12 Nov 2022, ended 0–2 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 (87 games, 43 at home): they score before half-time in 79% of fixtures in home games; when goalless at HT, a second-half goal follows 80% of the time; BTTS occurs in 49% of their matches (home games); Over 2.5 goals lands in 46% of games (home games).
Coventry half-time and goal-timing data (87 games, 43 at away): they score before half-time in 65% of fixtures in away games; when goalless at HT, a second-half goal follows 73% of the time; BTTS occurs in 46% of their matches (away games); Over 2.5 goals lands in 40% of games (away games).
BTTS rates are mixed from the trading data — QPR 53% versus Coventry 48%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (QPR 52% | Coventry 41%).
Poisson Model
The Poisson distribution model projects QPR 0.63 xG and Coventry 1.56 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 0.692 / defence 1.330 | Coventry attack 1.072 / defence 0.709. League average goals — home 1.275 / away 1.096. QPR's attack strength of 0.692 is below the league average — the 0.63 xG projection reflects a team that scores at a discount to the division norm. Coventry's defence strength of 0.709 is below average — they are conceding at a rate that inflates the home xG figure. Data: 87 QPR games / 87 Coventry games used (CurrentSeason).
Result probabilities: QPR 14% | Draw 27% | Coventry 59%. Fair-value odds: QPR 7.14 | Draw 3.70 | Coventry 1.69. The model has a clear lean to Coventry (59%) — a 45pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 37% | BTTS probability 38% | Total xG 2.19. Under 2.5 has a narrow probability edge at 63% — total xG of 2.19 is below the line but not decisively so. BTTS probability of 38% 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 59% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 27% draw probability makes the stalemate a live outcome even at this conviction level.
Poisson projects 2.19 total expected goals, pointing to Under 2.5 at 37% probability — reasonable conviction, supported by form averaging 2.2 goals per game.
On the BTTS market, Poisson puts 38% on No. Form rates corroborate: QPR 40% | Coventry 30% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: QPR vs Coventry | Competition: Championship, Regular Season - 42 | Venue: Loftus Road • Kick-off: Saturday 15 Apr 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: QPR 14% | Draw 27% | Coventry 59% • Poisson goal markets: Over 2.5 37% | BTTS 38% | xG QPR 0.63 / Coventry 1.56 • Poisson strength factors: QPR attack 0.692 / def 1.330 | Coventry attack 1.072 / def 0.709 | league avg home 1.275 / away 1.096 • Poisson stance: Coventry (59%) — strong lean
🧮 Prediction Model
0.63
QPR xG
Expected Goals
1.56
Coventry xG
38%
BTTS
65%
Over 1.5
37%
Over 2.5
18%
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 15 April 2023 at Loftus Road.
What was the final score in QPR vs Coventry?
QPR 0 - 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 - 42 fixture in the Championship (England).
Who is favourite to win QPR vs Coventry?
Our statistical model gives QPR a 14% chance of winning, Coventry a 59% chance, and a 27% chance of a draw — making Coventry the favourite.
Will both teams score in QPR vs Coventry?
Our model estimates a 38% 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 37%.
What is the head-to-head record between QPR and Coventry?
Record (3 meetings): QPR 2W | Draws 0 | Coventry 1W.
What form are QPR and Coventry in?
QPR (all comps): 1W-1D-8L in 10 | 0.40 PPG | GF 0.70 / GA 2.40 | L5 L-L-L-L-D. Coventry (all comps): 4W-5D-1L in 10 | 1.70 PPG | GF 1.60 / GA 1.00 | L5 D-W-L-D-D.
🧮 Model Insight
Behind the Numbers
The model rates QPR's attack at 0.69x the league average against Coventry's defence at 0.71x — combine the two and it projects 0.63 expected goals for the hosts. Flip it around — Coventry's attack (1.07x) against QPR's defence (1.33x) — and the away total comes out at 1.56.
These ratings are built from 87/87 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 0-1 carries the highest individual probability at 16.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-2 (13.7%), 0-0 (12.6%). Those top three scorelines alone account for 42% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Coventry Win
14%
7.13
27%
3.76
59%
1.68
Top 3 Most Likely Scorelines
0 – 1
17.5%
Away win
Most likely
0 – 2
13.7%
Away win
0 – 0
11.2%
Draw
Expected Goals & Win Odds
0.63
QPR xG
Total xG
2.19
1.56
Coventry xG
7.13
14%
Home win
3.76
27%
Draw
1.68
59%
Away win
Goals Markets
64%
Over 1.5
1.56
36%
Under 1.5
2.78
37%
Over 2.5
2.70
63%
Under 2.5
1.59
18%
Over 3.5
5.56
82%
Under 3.5
1.22
7%
Over 4.5
14.29
93%
Under 4.5
1.08
Match Markets
Both Teams to Score
38%
BTTS Yes
2.67
62%
BTTS No
1.60
Clean Sheet
21%
4.78
53%
1.87
Win to Nil
3%
34.08
32%
3.15
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 11.2 | 17.5 | 13.7 | 7.1 | 2.8 | 0.9 |
| 1 | 7.0 | 11.0 | 8.6 | 4.5 | 1.7 | 0.5 |
| 2 | 2.2 | 3.4 | 2.7 | 1.4 | 0.5 | 0.2 |
| 3 | 0.5 | 0.7 | 0.6 | 0.3 | 0.1 | – |
| 4 | 0.1 | 0.1 | 0.1 | – | – | – |
| 5 | – | – | – | – | – | – |
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 0-1 as the single most likely exact scoreline, at 16.1%.
How many goals are QPR and Coventry expected to score?
The model projects 0.63 expected goals for QPR and 1.56 for Coventry, a combined total of 2.19.
How confident is the prediction model for QPR vs Coventry?
Reasonably confident — the model's leading outcome is rated at 59%, a clear lean rather than a toss-up.
📈 Form Insight
The Form Picture
QPR come into this having played 87 games, going 30W 19D 38L for 1.25 points per game. Their last five reads L-L-L-L-D.
On the other side, Coventry sit at 1.41 PPG from 87 outings (32W 27D 28L), a run that reads D-W-L-D-D across their last five.
There isn't much between them on recent form — 1.25 PPG for QPR against 1.41 for Coventry. Neither side arrives with a clear form advantage.
Home & Away Splits
QPR's home form reads 16W 10D 17L across 43 games on their own ground, a 1.35 PPG return.
Away from home, Coventry have taken 1.26 points per game from 43 outings (13W 15D 15L).
Scoring & Defensive Trends
QPR are averaging 1.15 goals scored and 1.41 conceded per game recently; Coventry are on 1.25 scored and 1.17 conceded.
Last 87 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
QPR
Current Season
Coventry
Current Season
❓ Frequently Asked Questions
What form are QPR and Coventry in coming into this match?
QPR have gone 30W 19D 38L in their last 87 games (1.25 PPG), while Coventry have gone 32W 27D 28L in their last 87 (1.41 PPG).
Which team has the better venue record — QPR at home or Coventry away?
QPR's home record (1.35 PPG) is the stronger of the two venue-specific splits — QPR at home: 1.35 PPG; Coventry away: 1.26 PPG.
Have QPR or Coventry been keeping clean sheets recently?
QPR have kept a clean sheet in 23% of their recent games, Coventry in 32%.
⚔️ 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 8 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 79% of their matches. They've gone in front at half-time 33% of the time.
Coventry are typically involved in an early goal — the half-time board shows at least one in 65% of their matches. They've gone in front at half-time 26% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — QPR 49%, Coventry 46% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 46% (QPR) and 40% (Coventry).
On the defensive side: Coventry in 30%; QPR have failed to score in 28% of games; Coventry in 37%.
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 49% of QPR's recent matches and 46% 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 46% of QPR's recent games and 40% 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 79% of their recent matches, Coventry in 65% — a useful reference point for first-half goal markets.
Dominant Coventry run riot with a 0-3 hammering of QPR.
📝 Match Report
How It Unfolded
Coventry beat QPR 0-3 at Loftus Road, Regular Season - 42, in the Championship. 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 QPR 0.63 xG and Coventry 1.56 xG, a combined 2.19. The scoreboard read 0-3 for 3 actual goals. Coventry outscored their 1.56 projection by 1.4. Those figures were built on strength ratings of QPR attack 0.69 / defence 1.33 against Coventry attack 1.07 / defence 0.71, drawn from 87/87 games (CurrentSeason).
On the result, the model split it QPR 14% | Draw 27% | Coventry 59%, with Coventry to win its most likely call at 59%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 37%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 65% and landed. On both teams to score, the model sat at 38% and the match did not — another call in the model's favour. Historically the two sides average 47% Over 2.5 across their same-competition games (QPR 52%, Coventry 41%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 51%, which did not match the one-sided outcome.
Trading Patterns vs Reality
QPR's trading profile (87 games, 43 home) set some clear expectations: BTTS lands in 53% of their matches — today it did not; they fail to score in 29% of games, a blank that repeated today.
Coventry's trading profile (87 games, 43 away) set some clear expectations: BTTS lands in 48% of their matches — today it did not; they keep a clean sheet 32% of the time, and duly kept one.
Form vs Result
The form lines were close — QPR 1.25 PPG, Coventry 1.41 PPG — offering no strong steer, and the Coventry win broke the near-deadlock. QPR (home/away splits) managed 0 against a 1.16 scoring average — below par going forward and shipped 3 against a 1.26 concession average — a leakier day than usual. Coventry (home/away splits) scored 3 against a 1.19 average — above their attacking norm and conceded 0 against a 1.23 average — tighter than their form line.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (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.