Reading 1-0 Derby – Result & Analysis
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Poisson rates Derby at 51% — recent form provides partial corroboration, though signals are mixed in this Reading vs Derby encounter.
✍️ Match Preview
Full Analysis
Select Car Leasing Stadium plays host to Reading versus Derby in League One (matchday 18). Kick-off: Tuesday 23 January 2024 at 20:00 UK time.
Form & Momentum
Reading have collected 1.60 PPG across their last 10 games: 4W 4D 2L. Last five: W D D W L. Offensively they are averaging 1.90 goals per game, with 1.40 conceded. 1 clean sheet from 10 outings (10%). 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.
Reading's home record over their last 10 home games: 4W 3D 3L (1.50 PPG). At home they are averaging 1.80 goals scored and 1.40 conceded per game. Both teams have scored in 80% of their home games — an outstanding BTTS rate that is a key data point for this fixture.
Derby's record over their last 10 games: 7W 2D 1L (2.30 PPG). Last five: W L W W D. Their attacking form is sharp — 2.00 goals per game is a high-output rate that commands respect in the goals markets. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market.
Derby away from home: 6W 2D 2L from their last 10 away games — 2.00 PPG on the road. Away from home they average 1.60 goals scored and 0.90 conceded per game. 4 clean sheets from their last 10 away games (40%) shows they are capable of shutting up shop on the road.
The travelling side arrive in better shape. Derby are 0.70 PPG clear of Reading over their recent games (2.30 vs 1.60). Backing the visitors outright or on Draw No Bet are both valid approaches where the price allows.
H2H History
The head-to-head record is closely matched — across the 2 H2H matches in our data, Derby edge it 1 wins to 0, with 1 draw. Neither side has a commanding advantage. With only 2 H2H matches to go on, treat this as a light input.
The 2 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 3 Jan 2022, ended Reading 2–2 Derby — a draw.
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 Data
Reading goal-timing and half-time pattern breakdown (last 72 games, 36 of them at home): at least one goal arrives before half-time in 75% of their matches in home games; when goalless at HT, a second-half goal follows 86% of the time; of the 16 games they led at half-time, they failed to win 25%; of the 23 games they trailed at half-time, they recovered to draw or win 26%; BTTS occurs in 61% of their matches (home games); Over 2.5 goals lands in 47% of games (home games); they fail to score in 31% of games.
Derby goal-timing and half-time pattern breakdown (last 72 games, 36 of them away): at least one goal arrives before half-time in 67% of their matches in away games; when goalless at HT, a second-half goal follows 64% of the time; of the 14 games they trailed at half-time, they recovered to draw or win 36%; BTTS occurs in 50% of their matches (away games); Over 2.5 goals lands in 47% of games (away games).
BTTS rates are mixed from the trading data — Reading 57% versus Derby 51%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Reading 53% | Derby 50%). There is an in-play dynamic worth noting: Reading surrender their half-time lead 25% of the time, while Derby have come from behind at the break to draw or win in 36% of cases — a combination that makes laying the hosts at HT a potential angle.
Poisson Model
The Poisson distribution model projects Reading 1.17 xG and Derby 1.73 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: Reading attack 1.118 / defence 1.172 | Derby attack 1.308 / defence 0.782. League average goals — home 1.334 / away 1.131. Derby bring a tight defence (rating 0.782, below 1 = concedes less than average) — this is pulling Reading's projected output down. Derby have an above-average attack rating of 1.308, which lifts their away xG to 1.73. Data: built from Reading's last 26 games and Derby's last 73.
Result probabilities: Reading 26% | Draw 24% | Derby 51%. Fair-value odds: Reading 3.90 | Draw 4.22 | Derby 1.97. Derby hold a narrow Poisson edge at 51% — the draw (24%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 55% | BTTS Yes probability 57% | Total xG 2.90. Over 2.5 holds a meaningful probability edge at 55% — the 2.90 total xG provides moderate support, though the model is not projecting a high-scoring game. BTTS Yes at 57% is only a slight lean — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Derby as the most likely outcome at 51% — moderate model lean. Recent form corroborates the Poisson lean — partial multi-source support. Draw probability of 24% warrants consideration of Double Chance or Draw No Bet on Derby if the outright odds are short.
On the goals line, Poisson's 2.90 combined xG gives a 55% probability to Over 2.5 — reasonable conviction, supported by recent form (Reading's last 10 home games and Derby's last 10 away games) averaging 2.9 goals per game.
The Poisson model's BTTS call is Yes at 57%. Form rates corroborate — both teams scored in: Reading 80% (last 10 home games) | Derby 50% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Reading vs Derby | Competition: League One, matchday 18 | Venue: Select Car Leasing Stadium • Kick-off: Tuesday 23 January 2024 at 20:00 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: Reading 26% | Draw 24% | Derby 51% • Poisson goal markets: Over 2.5 55% (Under 45%) | BTTS Yes 57% (No 43%) | xG Reading 1.17 / Derby 1.73 • Poisson strength factors: Reading attack 1.118 / def 1.172 | Derby attack 1.308 / def 0.782 | league avg home 1.334 / away 1.131 • Poisson stance: Derby (51%) — moderate lean
🧮 Prediction Model
1.17
Reading xG
Expected Goals
1.73
Derby xG
57%
BTTS
79%
Over 1.5
55%
Over 2.5
33%
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.
❓ Reading vs Derby FAQs
What time does Reading vs Derby kick off?
Reading vs Derby kicked off at 20:00 UK time on Tuesday 23 January 2024 at Select Car Leasing Stadium.
What was the final score in Reading vs Derby?
Reading 1 - 0 Derby.
Where is Reading vs Derby being played?
The match is being played at Select Car Leasing Stadium.
What competition is Reading vs Derby part of?
Reading vs Derby is a League One fixture (matchday 18) (England).
Who is favourite to win Reading vs Derby?
Our statistical model gives Reading a 26% chance of winning, Derby a 51% chance, and a 24% chance of a draw — making Derby the favourite.
Will both teams score in Reading vs Derby?
Our model estimates a 57% probability that both Reading and Derby will score, so it leans towards BTTS Yes.
Will Reading vs Derby have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 55%, so it leans towards over 2.5 goals.
🧮 Model Insight
Behind the Numbers
Reading's attacking strength (1.12x league average) is weighed against Derby's defensive record (0.78x) to produce a home expected-goals figure of 1.17. Flip it around — Derby's attack (1.31x) against Reading's defence (1.17x) — and the away total comes out at 1.73.
These ratings are built from Reading's last 26 games and Derby's last 73 — a full enough recent sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 12.6%. Close behind: 1-2 (9.6%), 0-2 (8.3%). 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
Derby Win
26%
3.90
24%
4.22
51%
1.97
Top 3 Most Likely Scorelines
1 – 1
11.1%
Draw
Most likely
1 – 2
9.6%
Away win
0 – 1
9.5%
Away win
Expected Goals & Win Odds
1.17
Reading xG
Total xG
2.90
1.73
Derby xG
3.90
26%
Home win
4.22
24%
Draw
1.97
51%
Away win
Goals Markets
79%
Over 1.5
1.27
21%
Under 1.5
4.76
55%
Over 2.5
1.82
45%
Under 2.5
2.22
33%
Over 3.5
3.03
67%
Under 3.5
1.49
17%
Over 4.5
5.88
83%
Under 4.5
1.20
Match Markets
Both Teams to Score
57%
BTTS Yes
1.76
43%
BTTS No
2.31
Clean Sheet
18%
5.66
31%
3.21
Win to Nil
5%
22.09
16%
6.33
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 5.5 | 9.5 | 8.3 | 4.8 | 2.1 | 0.7 |
| 1 | 6.4 | 11.1 | 9.6 | 5.6 | 2.4 | 0.8 |
| 2 | 3.7 | 6.5 | 5.6 | 3.3 | 1.4 | 0.5 |
| 3 | 1.5 | 2.5 | 2.2 | 1.3 | 0.5 | 0.2 |
| 4 | 0.4 | 0.7 | 0.6 | 0.4 | 0.2 | 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
❓ Reading vs Derby Prediction FAQs
What is the most likely scoreline for Reading vs Derby?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 12.6%.
How many goals are Reading and Derby expected to score?
The model projects 1.17 expected goals for Reading and 1.73 for Derby, a combined total of 2.90.
How confident is the prediction model for Reading vs Derby?
Not very — the model's leading outcome sits at just 51%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Reading's recent record stands at 20W 17D 35L from 72 games, a 1.07 PPG return, with W-D-D-W-L in the last five.
Derby, meanwhile, have gone 36W 18D 18L across 72 games — 1.75 PPG, with W-L-W-W-D in their last five.
The points-per-game comparison favours Derby by 0.68 — a real, if not enormous, edge over Reading heading into this one.
Home & Away Splits
At home specifically, Reading have managed 16W 11D 9L from their last 36 home games — 1.64 PPG in front of their own supporters. That's noticeably better than their 1.07 PPG overall — Reading are a different proposition at home than their general record suggests.
Derby's away record stands at 17W 9D 10L across their last 36 away games, a 1.67 PPG haul.
Scoring & Defensive Trends
Reading are averaging 1.11 goals scored and 1.53 conceded per game recently; Derby are on 1.61 scored and 1.00 conceded.
Defensively: Derby in 38% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 72 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Reading
Blended
Derby
Blended
Reading (Home) vs Derby (Away)
Home games only for the home side · Away games only for the away side
Reading
Blended
Derby
Blended
❓ Reading vs Derby Form FAQs
What form are Reading and Derby in coming into this match?
Reading have gone 20W 17D 35L in their last 72 games (1.07 PPG), while Derby have gone 36W 18D 18L in their last 72 (1.75 PPG).
Which team has the better venue record — Reading at home or Derby away?
Derby's away record (1.67 PPG) is the stronger of the two venue-specific splits — Reading at home: 1.64 PPG; Derby away: 1.67 PPG.
Have Reading or Derby been keeping clean sheets recently?
Reading have kept a clean sheet in 17% of their recent games, Derby in 38%.
⚔️ Rivalry Insight
History of the Fixture
We have 4 H2H matches between these sides on record, dating back to September 2021 — a small sample, so read the trends with care. They cover more than one competition — Championship, League One. The most recent in our data was on 12 March 2024, some 2 years back — so squads and form on both sides may look very different now.
Records & Recent Trends
Specifically as hosts in this fixture, Reading have gone 1W 1D 0L from the 2 H2H matches in our data played on their own ground against Derby — worth weighing alongside the overall series record.
Last 4 Meetings
1
Reading
1
Draws
2
Derby
Recent Meetings
❓ Reading vs Derby H2H FAQs
What is the head-to-head record between Reading and Derby?
Across the 4 head-to-head matches in our data, Reading have won 1, Derby have won 2, and 1 has been drawn.
When did Reading and Derby last play each other?
The most recent meeting in our data was on 12 March 2024: Derby 2-1 Reading.
Who has won more matches between Reading and Derby?
Derby have the better head-to-head record, with 2 wins from the 4 head-to-head matches in our data.
📈 Trading Insight
How These Sides Start
Reading are typically involved in an early goal — the half-time board shows at least one in 75% of their matches. They've gone in front at half-time 33% of the time, though they've let that lead slip 17% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 38% of those situations.
Derby are typically involved in an early goal — the half-time board shows at least one in 67% of their matches. They've gone in front at half-time 39% of the time, though they've let that lead slip 21% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 29% of those situations.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Reading 61%, Derby 50% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 47% (Reading) and 47% (Derby).
On the defensive side: Derby in 36%; Derby in 28%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Reading home games / Derby away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Reading vs Derby Trading FAQs
Do both teams usually score in Reading and Derby matches?
Yes — based on recent matches, both teams have scored in 61% of Reading's games and 50% of Derby's, a combined rate that favours BTTS Yes.
Are Reading and Derby matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 47% of Reading's recent games and 47% of Derby's, pointing to a tighter contest.
Do Reading and Derby matches tend to have early goals?
There has been at least one first-half goal in 75% of Reading's recent matches and 67% of Derby's — a useful reference point for first-half goal markets.
Shock result as Reading defy the odds to beat Derby 1-0.
📝 Match Report
How It Unfolded
Reading beat Derby 1-0 at Select Car Leasing Stadium, Regular Season - 18, in the League One. 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 Reading 1.17 xG and Derby 1.73 xG, a combined 2.90. The scoreboard read 1-0 for 1 actual goal. Derby landed 1.7 under their projected return. Those figures were built on strength ratings of Reading attack 1.12 / defence 1.17 against Derby attack 1.31 / defence 0.78, drawn from 26/73 games (CurrentSeason).
On the result, the model split it Reading 26% | Draw 24% | Derby 51%, with Derby to win its most likely call at 51%. The actual Reading win had been the model's second-ranked read at 26%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 55%. The game delivered 1, so it stayed under — a miss for the goals model. Over 1.5 had been 79% and missed. On both teams to score, the model sat at 57% and the match did not — a miss on BTTS. Historically the two sides average 51% Over 2.5 across their same-competition games (Reading 53%, Derby 50%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 54%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Reading's trading profile (72 games, 36 home) set some clear expectations: BTTS lands in 57% of their matches — today it did not.
Derby's trading profile (72 games, 36 away) set some clear expectations: BTTS lands in 51% of their matches — today it did not; they keep a clean sheet 38% of the time, and conceded here.
Form vs Result
On form, Derby arrived the stronger side — 1.75 PPG against 1.07. Form was overturned, with Reading winning despite arriving in poorer recent shape. Reading (home/away splits) conceded 0 against a 1.08 average — tighter than their form line. Derby (home/away splits) managed 0 against a 1.47 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 0 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss), form (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.
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