Derby 1-0 Reading – Result & Analysis
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Poisson model rates Derby at 42%, yet other data sources diverge — this Derby vs Reading fixture contains genuine analytical tension.
✍️ Match Preview
Full Analysis
Pride Park Stadium plays host to Derby versus Reading in Championship, Regular Season - 10. Kick-off: Wednesday 29 September 2021 at 19:45 UTC.
Form & Momentum
Derby have collected 1.11 PPG across 9 Championship outings this season: 2W 4D 3L. Last five: D L D W L. They are averaging 0.67 goals per game and conceding 0.89 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 9 outings provides some defensive foundation. This season is still relatively young for Derby, so this record blends games from this season and last.
In front of their own supporters this season, Derby have posted 1W 3D 0L at Pride Park Stadium — 1.50 PPG. At home they are averaging 1.00 goals scored and 0.75 conceded per game. Both teams have scored in 75% of their home games — an outstanding BTTS rate that is a key data point for this fixture.
Reading's overall Championship record this term: 4W 1D 4L from 9 games (1.44 PPG). Last five: L D W W W. They are scoring at 1.78 per game and conceding 2.00. Conceding 2.00 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. 1 clean sheet from 9 outings suggests some defensive organisation. Both teams have scored in 78% of their matches this season — one of the stronger BTTS rates in the division, making Yes a well-evidenced play. This season is still relatively young for Reading, so this record blends games from this season and last.
On the road, Reading have gone 1W 0D 3L from 4 away fixtures this term (0.75 PPG). Away from home they average 1.25 goals scored and 2.50 conceded per game. Both teams have scored in 75% of their away matches — a high BTTS rate on the road that directly informs this fixture. Their away PPG of 0.75 is notably below their overall 1.44 — form away from home has been a clear weakness this season.
Both sides are running at similar form levels — 1.11 PPG for Derby against 1.44 for Reading. There is no clear form edge to exploit here; other signals need to take the lead.
The BTTS picture is exceptionally clear (using home/away splits) — Derby register both teams scoring in 75% of relevant games, Reading in 75%. Both sides above 70% makes BTTS Yes one of the strongest standalone angles in this fixture.
Trading
Derby half-time and goal-timing data (9 games, 4 at home): they score before half-time in 75% of fixtures in home games; when goalless at HT, a second-half goal follows 60% of the time; BTTS occurs in 75% of their matches (home games); Over 2.5 goals lands in 25% of games (home games); they fail to score in 44% of games.
Reading half-time and goal-timing data (9 games, 4 at away): they score before half-time in 100% of fixtures in away games; BTTS occurs in 75% of their matches (away games); Over 2.5 goals lands in 100% of games (away games); Over 3.5 in 56%.
From a combined perspective, both sides have high BTTS rates — Derby 44% and Reading 78% — which reinforces the BTTS Yes angle from in-play data. The over/under 2.5 picture is inconclusive from the in-play data (Derby 22% | Reading 89%).
Poisson Model
The Poisson distribution model projects Derby 1.43 xG and Reading 1.10 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: Derby attack 0.922 / defence 1.025 | Reading attack 0.911 / defence 1.495. League average goals — home 1.040 / away 1.184. Reading bring a strong defensive rating of 1.495 — this is suppressing Derby's projected output below what their attack strength alone would suggest. Data: 9 Derby games / 9 Reading games used (CurrentSeason).
Result probabilities: Derby 42% | Draw 32% | Reading 26%. Fair-value odds: Derby 2.38 | Draw 3.12 | Reading 3.85. This is a low-confidence result — no outcome exceeds 45%. The draw at 32% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 47% | BTTS probability 54% | Total xG 2.54. Over/Under 2.5 is close to a coin-flip at 47%/53% — the total xG of 2.54 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 Derby at 42% — marginal model lean. Draw probability of 32% warrants consideration of Double Chance or Draw No Bet on Derby if the outright odds are short.
The Poisson model projects 2.54 xG in total — Under 2.5 at 47% — Poisson-only — limited corroboration confidence.
Poisson assigns a 54% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Derby 75% | Reading 75% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Derby vs Reading | Competition: Championship, Regular Season - 10 | Venue: Pride Park Stadium • Kick-off: Wednesday 29 Sep 2021, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Derby 42% | Draw 32% | Reading 26% • Poisson goal markets: Over 2.5 47% | BTTS 54% | xG Derby 1.43 / Reading 1.10 • Poisson strength factors: Derby attack 0.922 / def 1.025 | Reading attack 0.911 / def 1.495 | league avg home 1.040 / away 1.184 • Poisson stance: Derby (42%) — low confidence — close contest
🧮 Prediction Model
1.43
Derby xG
Expected Goals
1.10
Reading xG
54%
BTTS
75%
Over 1.5
47%
Over 2.5
25%
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 Derby vs Reading kick off?
Derby vs Reading kicked off at 19:45 on Wednesday 29 September 2021 at Pride Park Stadium.
What was the final score in Derby vs Reading?
Derby 1 - 0 Reading.
Where is Derby vs Reading being played?
The match is being played at Pride Park Stadium.
What competition is Derby vs Reading part of?
Derby vs Reading is a Regular Season - 10 fixture in the Championship (England).
Who is favourite to win Derby vs Reading?
Our statistical model gives Derby a 42% chance of winning, Reading a 26% chance, and a 32% chance of a draw — making Derby the favourite.
Will both teams score in Derby vs Reading?
Our model estimates a 54% probability that both Derby and Reading will score (BTTS).
Will Derby vs Reading have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 47%.
What is the head-to-head record between Derby and Reading?
No recorded head-to-head meetings available in the dataset.
What form are Derby and Reading in?
Derby (all comps): 2W-4D-3L in 9 | 1.11 PPG | GF 0.67 / GA 0.89 | L5 D-L-D-W-L. Reading (all comps): 4W-1D-4L in 9 | 1.44 PPG | GF 1.78 / GA 2.00 | L5 L-D-W-W-W.
🧮 Model Insight
Behind the Numbers
The model rates Derby's attack at 0.92x the league average against Reading's defence at 1.50x — combine the two and it projects 1.43 expected goals for the hosts. Flip it around — Reading's attack (0.91x) against Derby's defence (1.02x) — and the away total comes out at 1.10.
These ratings are built from 9/9 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 14.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 1-0 (9.7%), 0-0 (9.5%). Those top three scorelines alone account for 33% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Derby Win
42%
2.39
32%
3.13
26%
3.81
Top 3 Most Likely Scorelines
1 – 1
12.5%
Draw
Most likely
1 – 0
11.3%
Home win
2 – 1
9.0%
Home win
Expected Goals & Win Odds
1.43
Derby xG
Total xG
2.54
1.10
Reading xG
2.39
42%
Home win
3.13
32%
Draw
3.81
26%
Away win
Goals Markets
72%
Over 1.5
1.39
28%
Under 1.5
3.57
47%
Over 2.5
2.13
53%
Under 2.5
1.89
25%
Over 3.5
4.00
75%
Under 3.5
1.33
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
54%
BTTS Yes
1.86
46%
BTTS No
2.16
Clean Sheet
33%
3.02
24%
4.20
Win to Nil
14%
7.23
6%
15.96
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.9 | 8.7 | 4.8 | 1.8 | 0.5 | 0.1 |
| 1 | 11.3 | 12.5 | 6.9 | 2.5 | 0.7 | 0.2 |
| 2 | 8.1 | 9.0 | 5.0 | 1.8 | 0.5 | 0.1 |
| 3 | 3.9 | 4.3 | 2.4 | 0.9 | 0.2 | 0.1 |
| 4 | 1.4 | 1.5 | 0.8 | 0.3 | 0.1 | – |
| 5 | 0.4 | 0.4 | 0.2 | 0.1 | – | – |
Green = home win · Grey = draw · Amber = away win · White ring = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Derby vs Reading?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.1%.
How many goals are Derby and Reading expected to score?
The model projects 1.43 expected goals for Derby and 1.10 for Reading, a combined total of 2.54.
How confident is the prediction model for Derby vs Reading?
Not very — the model's leading outcome sits at just 42%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Derby come into this having played 9 games, going 2W 4D 3L for 1.11 points per game. Their last five reads D-L-D-W-L. The sample for Derby is still a mix of this season and last, given how young the current campaign is.
On the other side, Reading sit at 1.44 PPG from 9 outings (4W 1D 4L), a run that reads L-D-W-W-W across their last five. The sample for Reading is still a mix of this season and last, given how young the current campaign is.
There isn't much between them on recent form — 1.11 PPG for Derby against 1.44 for Reading. Neither side arrives with a clear form advantage.
Home & Away Splits
Derby's home form reads 1W 3D 0L across 4 games on their own ground, a 1.50 PPG return.
Away from home, Reading have taken 0.75 points per game from 4 outings (1W 0D 3L). That's a step down from their 1.44 PPG overall record — away form has been the weaker part of Reading's season.
Comparing the two in their relevant venue splits, Derby 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
Derby are averaging 0.67 goals scored and 0.89 conceded per game recently; Reading are on 1.78 scored and 2.00 conceded.
On BTTS specifically: Reading in 78%.
Last 9 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Derby
Blended
Reading
Blended
❓ Frequently Asked Questions
What form are Derby and Reading in coming into this match?
Derby have gone 2W 4D 3L in their last 9 games (1.11 PPG), while Reading have gone 4W 1D 4L in their last 9 (1.44 PPG).
Which team has the better venue record — Derby at home or Reading away?
Derby's home record (1.50 PPG) is the stronger of the two venue-specific splits — Derby at home: 1.50 PPG; Reading away: 0.75 PPG.
Have Derby or Reading been keeping clean sheets recently?
Derby have kept a clean sheet in 33% of their recent games, Reading in 11%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 4 times since September 2021 — enough meetings to establish some real patterns. The pairing has crossed competitions too — Championship, League One all feature in the head-to-head log. It has been a while since the last meeting — 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, Derby have gone 2W 0D 0L from 2 meetings on their own ground against Reading — worth weighing alongside the overall series record.
Last 4 Meetings
2
Derby
1
Draws
1
Reading
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Derby and Reading?
From 4 meetings on record, Derby have won 2, Reading have won 1, and 1 have been drawn.
When did Derby and Reading last play each other?
They last met on 12 March 2024, when Derby 2-1 Reading.
Who has won more matches between Derby and Reading?
Derby have the better head-to-head record, with 2 wins from 4 meetings.
📈 Trading Insight
How These Sides Start
Derby 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 50% of the time, though they've let that lead slip 25% of the time they've held it — worth watching if they're only ahead by one.
Reading are typically involved in an early goal — the half-time board shows at least one in 100% of their matches. They've gone in front at half-time 50% of the time, though they've let that lead slip 25% of the time they've held it — worth watching if they're only ahead by one.
Goals & Clean Sheets
BTTS has landed consistently for both sides recently — 75% for Derby, 75% for Reading — a strong two-way scoring signal.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 25% for Derby and 100% for Reading. Stepping up a level, Over 3.5 has also landed reasonably often — 0% and 50% respectively — worth a look for goal-hungry markets.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Derby home games / Reading away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Derby play Reading?
Yes — based on recent matches, both teams have scored in 75% of Derby's games and 75% of Reading's, a combined rate that favours BTTS Yes.
Is Derby vs Reading usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 25% of Derby's matches and 100% of Reading's.
Do Derby and Reading tend to score early?
Derby have had a goal before half-time in 75% of their recent matches, Reading in 100% — a useful reference point for first-half goal markets.
Prediction vindicated as Derby edge out Reading 1-0.
📝 Match Report
How It Unfolded
Derby beat Reading 1-0 at Pride Park Stadium, Regular Season - 10, 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 Derby 1.43 xG and Reading 1.10 xG, a combined 2.54. The scoreboard read 1-0 for 1 actual goal. Reading landed 1.1 under their projected return. Those figures were built on strength ratings of Derby attack 0.92 / defence 1.02 against Reading attack 0.91 / defence 1.50, drawn from 9/9 games (CurrentSeason).
On the result, the model split it Derby 42% | Draw 32% | Reading 26%, with Derby to win its most likely call at 42%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 47%. The game delivered 1, so it stayed under — in line with the projection. Over 1.5 had been 75% and missed. On both teams to score, the model sat at 54% and the match did not — a miss on BTTS. Historically the two sides average 56% Over 2.5 across their same-competition games (Derby 22%, Reading 89%), a base rate that pointed the other way from today's under. Their combined BTTS history runs at 61%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Derby's trading profile (9 games, 4 home) set some clear expectations: BTTS lands in 44% of their matches — today it did not; they keep a clean sheet 33% of the time, and duly kept one.
Reading's trading profile (9 games, 4 away) set some clear expectations: BTTS lands in 78% of their matches — today it did not.
Form vs Result
The form lines were close — Derby 1.11 PPG, Reading 1.44 PPG — offering no strong steer, and the Derby win broke the near-deadlock. Reading (home/away splits) managed 0 against a 1.25 scoring average — below par going forward and conceded 1 against a 2.50 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 (hit), BTTS (miss). 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.