Derby 2-3 Peterborough – Result & Analysis
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Poisson model rates Derby at 48%, yet other data sources diverge — this Derby vs Peterborough fixture contains genuine analytical tension.
✍️ Match Preview
Fixture Analysis
It is a League One clash, Regular Season - 26 as Derby welcome Peterborough to Pride Park Stadium. Kick-off is set for Monday 1 January 2024 at 15:00 UTC.
Form Guide
Derby — All Games: 8W 1D 1L from 10 League One outings this season, averaging 2.50 points per game. Last five: W D W W W. They are averaging 2.20 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. Defensively, conceding just 0.80 per game is an exceptional defensive record — one of the tightest in the division. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches. This season is still relatively young for Derby, so this record blends games from this season and last.
Derby's form when playing at home: 6W 3D 1L across 10 games at Pride Park Stadium this term (2.10 PPG). At home they are averaging 1.80 goals scored and 0.60 conceded per game. 5 clean sheets from 10 home games (50%) — they are an exceptionally hard side to score against at Pride Park Stadium.
Across all League One games this season, Peterborough have recorded 6W 3D 1L from 10 outings — 2.10 PPG. Last five: W W W D D. Their attacking form is sharp — 2.60 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. This season is still relatively young for Peterborough, so this record blends games from this season and last.
When travelling in League One this season, Peterborough have posted 4W 3D 3L from 10 away outings — 1.50 PPG. Away from home they average 1.40 goals scored and 1.30 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. Their away PPG of 1.50 is notably below their overall 2.10 — form away from home has been a clear weakness this season.
The form comparison is too close to call — 2.50 PPG (Derby) versus 2.10 (Peterborough). When the figures are this level, no pick can be reliably derived from recent results alone.
Head to Head
The rivalry is an even one: 3 wins apiece for Derby, 2 for Peterborough and 0 shared spoils from 5 past contests. Neither side holds a meaningful historical edge.
Goals have been a feature of this fixture. The last 5 meetings have averaged 3.0 per game — a rate that gives the Over 2.5 market a solid historical foundation. The most recent clash, on 26 Aug 2023, ended 4–2 with Derby winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading Patterns
Derby in-play and half-time data (69 games, 34 at home): they score before half-time in 71% of fixtures in home games; when goalless at HT, a second-half goal follows 68% of the time; BTTS occurs in 50% of their matches (home games); Over 2.5 goals lands in 50% of games (home games).
Peterborough in-play and half-time data (69 games, 34 at away): they score before half-time in 68% of fixtures in away games; when goalless at HT, a second-half goal follows 84% of the time; two or more arrive in the second half on 63% of those occasions; BTTS occurs in 56% of their matches (away games); Over 2.5 goals lands in 56% of games (away games).
BTTS rates are mixed from the trading data — Derby 49% versus Peterborough 46%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Derby 48% | Peterborough 59%).
Poisson Model
The Poisson distribution model projects Derby 1.51 xG and Peterborough 1.04 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 1.228 / defence 0.782 | Peterborough attack 1.183 / defence 0.904. League average goals — home 1.365 / away 1.122. Derby's defence rating of 0.782 is below average — the home backline is amplifying the visitor's projected output. Data: 69 Derby games / 70 Peterborough games used (CurrentSeason).
Result probabilities: Derby 48% | Draw 27% | Peterborough 25%. Fair-value odds: Derby 2.08 | Draw 3.70 | Peterborough 4.00. Derby hold a narrow Poisson edge at 48% — the draw (27%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 47% | BTTS probability 51% | Total xG 2.55. Over/Under 2.5 is close to a coin-flip at 47%/53% — the total xG of 2.55 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 51% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Summary & Verdict
The Poisson model's primary lean is Derby at 48% — moderate model lean. With a 27% draw probability, Draw No Bet on Derby offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.55 combined xG gives a 47% probability to Under 2.5 — Poisson-only — limited corroboration — though H2H averaging only 3.0 goals per meeting points in the other direction.
Poisson assigns a 51% probability to BTTS Yes based on the attack/defence strength model. Form rates corroborate: Derby 50% | Peterborough 70% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Derby vs Peterborough | Competition: League One, Regular Season - 26 | Venue: Pride Park Stadium • Kick-off: Monday 1 Jan 2024, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Derby 48% | Draw 27% | Peterborough 25% • Poisson goal markets: Over 2.5 47% | BTTS 51% | xG Derby 1.51 / Peterborough 1.04 • Poisson strength factors: Derby attack 1.228 / def 0.782 | Peterborough attack 1.183 / def 0.904 | league avg home 1.365 / away 1.122 • Poisson stance: Derby (48%) — moderate lean
🧮 Prediction Model
1.51
Derby xG
Expected Goals
1.04
Peterborough xG
51%
BTTS
73%
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 Peterborough kick off?
Derby vs Peterborough kicked off at 15:00 on Monday 1 January 2024 at Pride Park Stadium.
What was the final score in Derby vs Peterborough?
Derby 2 - 3 Peterborough.
Where is Derby vs Peterborough being played?
The match is being played at Pride Park Stadium.
What competition is Derby vs Peterborough part of?
Derby vs Peterborough is a Regular Season - 26 fixture in the League One (England).
Who is favourite to win Derby vs Peterborough?
Our statistical model gives Derby a 48% chance of winning, Peterborough a 25% chance, and a 27% chance of a draw — making Derby the favourite.
Will both teams score in Derby vs Peterborough?
Our model estimates a 51% probability that both Derby and Peterborough will score (BTTS).
Will Derby vs Peterborough 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 Peterborough?
Record (5 meetings): Derby 3W | Draws 0 | Peterborough 2W.
What form are Derby and Peterborough in?
Derby (all comps): 8W-1D-1L in 10 | 2.50 PPG | GF 2.20 / GA 0.80 | L5 W-D-W-W-W. Peterborough (all comps): 6W-3D-1L in 10 | 2.10 PPG | GF 2.60 / GA 1.10 | L5 W-W-W-D-D.
🧮 Model Insight
Model Mechanics
Working from Derby's attack rating (1.23) and Peterborough's defence rating (0.90), the model arrives at 1.51 expected goals for the home side. The same calculation in reverse, Peterborough's attack versus Derby's defence, projects 1.04 expected goals for the visitors.
These ratings are built from 69/70 games of current-season data — a full enough sample to trust.
The Exact-Score Picture
Run the expected-goals figures through the full scoreline distribution and 1-1 emerges as the single most likely result, at 13.8%. Close behind: 1-0 (10.2%), 0-0 (9.4%). 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
48%
2.10
27%
3.67
25%
3.96
Top 3 Most Likely Scorelines
1 – 1
12.2%
Draw
Most likely
1 – 0
11.8%
Home win
2 – 1
9.3%
Home win
Expected Goals & Win Odds
1.51
Derby xG
Total xG
2.55
1.04
Peterborough xG
2.10
48%
Home win
3.67
27%
Draw
3.96
25%
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
12%
Over 4.5
8.33
88%
Under 4.5
1.14
Match Markets
Both Teams to Score
51%
BTTS Yes
1.96
49%
BTTS No
2.05
Clean Sheet
35%
2.82
22%
4.55
Win to Nil
17%
5.94
6%
18.03
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.8 | 8.1 | 4.2 | 1.5 | 0.4 | 0.1 |
| 1 | 11.8 | 12.2 | 6.4 | 2.2 | 0.6 | 0.1 |
| 2 | 8.9 | 9.3 | 4.8 | 1.7 | 0.4 | 0.1 |
| 3 | 4.5 | 4.7 | 2.4 | 0.8 | 0.2 | – |
| 4 | 1.7 | 1.8 | 0.9 | 0.3 | 0.1 | – |
| 5 | 0.5 | 0.5 | 0.3 | 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 Peterborough?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.8%.
How many goals are Derby and Peterborough expected to score?
The model projects 1.51 expected goals for Derby and 1.04 for Peterborough, a combined total of 2.55.
How confident is the prediction model for Derby vs Peterborough?
Not very — the model's leading outcome sits at just 48%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Derby come into this having played 69 games, going 35W 17D 17L for 1.77 points per game. Their last five reads W-D-W-W-W. The sample for Derby is still a mix of this season and last, given how young the current campaign is.
On the other side, Peterborough sit at 1.74 PPG from 69 outings (36W 12D 21L), a run that reads W-W-W-D-D across their last five. The sample for Peterborough is still a mix of this season and last, given how young the current campaign is.
Form-wise this is close to level: Derby on 1.77 PPG, Peterborough on 1.74. Other factors will likely decide this one more than recent results.
Home Ground vs the Road
Derby's home form reads 19W 9D 6L across 34 games on their own ground, a 1.94 PPG return.
Away from home, Peterborough have taken 1.53 points per game from 34 outings (16W 4D 14L).
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.
The Goals Picture
Derby are averaging 1.58 goals scored and 0.96 conceded per game recently; Peterborough are on 1.75 scored and 1.16 conceded.
Defensively: Derby have kept a clean sheet in 39% of their games; Peterborough in 38% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 69 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Derby
Blended
Peterborough
Blended
❓ Frequently Asked Questions
What form are Derby and Peterborough in coming into this match?
Derby have gone 35W 17D 17L in their last 69 games (1.77 PPG), while Peterborough have gone 36W 12D 21L in their last 69 (1.74 PPG).
Which team has the better venue record — Derby at home or Peterborough away?
Derby's home record (1.94 PPG) is the stronger of the two venue-specific splits — Derby at home: 1.94 PPG; Peterborough away: 1.53 PPG.
Have Derby or Peterborough been keeping clean sheets recently?
Derby have kept a clean sheet in 39% of their recent games, Peterborough in 38%.
⚔️ Rivalry Insight
A Look Back
The fixture history between Derby and Peterborough runs to 6 recorded meetings, the earliest dating back to August 2021. 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 — 1 January 2024, some 2 years back — so squads and form on both sides may look very different now.
Digging Into the Numbers
Derby's record when hosting Peterborough specifically: 2W 0D 1L from 3 games — a narrower, venue-specific slice of the head-to-head picture.
Last 6 Meetings
3
Derby
0
Draws
3
Peterborough
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Derby and Peterborough?
From 6 meetings on record, Derby have won 3, Peterborough have won 3, and 0 have been drawn.
When did Derby and Peterborough last play each other?
They last met on 1 January 2024, when Derby 2-3 Peterborough.
📈 Trading Insight
Half-Time Trends
Derby are typically involved in an early goal — the half-time board shows at least one in 71% of their matches. They've gone in front at half-time 47% of the time.
Peterborough are typically involved in an early goal — the half-time board shows at least one in 68% of their matches. They've gone in front at half-time 35% of the time.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Derby 50%, Peterborough 56% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 50% (Derby) and 56% (Peterborough).
On the defensive side: Derby keep a clean sheet in 44% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Derby home games / Peterborough away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Derby play Peterborough?
Not especially — both teams scoring has occurred in only 50% of Derby's recent matches and 56% of Peterborough's, a rate that leans toward BTTS No.
Is Derby vs Peterborough usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 50% of Derby's recent games and 56% of Peterborough's, pointing to a tighter contest.
Do Derby and Peterborough tend to score early?
Derby have had a goal before half-time in 71% of their recent matches, Peterborough in 68% — a useful reference point for first-half goal markets.
Shock result as Peterborough defy the odds to beat Derby 2-3.
📝 Match Report
How It Unfolded
Peterborough beat Derby 2-3 at Pride Park Stadium, Regular Season - 26, in the League One. 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 1.51 xG and Peterborough 1.04 xG, a combined 2.55. The scoreboard read 2-3 for 5 actual goals. Peterborough outscored their 1.04 projection by 2.0. Those figures were built on strength ratings of Derby attack 1.23 / defence 0.78 against Peterborough attack 1.18 / defence 0.90, drawn from 69/70 games (CurrentSeason).
On the result, the model split it Derby 48% | Draw 27% | Peterborough 25%, with Derby to win its most likely call at 48%. Instead the game produced a Peterborough win, an outcome the model had rated at just 25% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 47%. The game delivered 5, so it went over — against the model's lean. Over 1.5 had been 73% and landed. Over 3.5 was 25% and came in. On both teams to score, the model sat at 51% and the match saw both sides score — another call in the model's favour. Historically the two sides average 54% Over 2.5 across their same-competition games (Derby 48%, Peterborough 59%), a base rate that agreed with today's over. Their combined BTTS history runs at 48%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Derby's trading profile (69 games, 34 home) set some clear expectations: BTTS lands in 49% of their matches — today it did; they keep a clean sheet 39% of the time, and conceded here.
Peterborough's trading profile (69 games, 34 away) set some clear expectations: BTTS lands in 46% of their matches — today it did; they keep a clean sheet 38% of the time, and conceded here.
Form vs Result
The form lines were close — Derby 1.77 PPG, Peterborough 1.74 PPG — offering no strong steer, and the Peterborough win broke the near-deadlock. Derby (home/away splits) shipped 3 against a 0.82 concession average — a leakier day than usual. Peterborough (home/away splits) scored 3 against a 1.56 average — above their attacking norm.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (hit). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 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.