Derby vs Wolves – Pre-Match Analysis
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Poisson model rates Derby at 38%, yet other data sources diverge — this Derby vs Wolves fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Wolves make the trip to Pride Park to face Derby in Championship, Regular Season - 46. The match kicks off on Saturday 1 May 2027 at 11:30 UTC.
Form & Momentum
Derby have collected 1.30 PPG across 10 Championship outings this season: 4W 1D 5L. Last five: L L D L W. They are averaging 1.40 goals per game and conceding 1.50 — a modest attacking output that tempers optimism on the Over 2.5 market. 3 clean sheets from 10 outings provides some defensive foundation. Both teams have scored in 60% of their games — a high BTTS rate that carries real weight in the goals markets. Derby have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Derby's form when playing at home: 6W 1D 3L across 10 games at Pride Park this term (1.90 PPG). At home they are averaging 1.50 goals scored and 1.10 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. Their home PPG of 1.90 is noticeably stronger than their overall 1.30 — Derby are significantly better at Pride Park than their overall form suggests.
Wolves (all games): 2W 4D 4L across 10 Championship outings this term — 1.00 points per game. Last five: D D W W L. Their scoring rate of 1.40 per game is modest, conceding 1.80 — not a side to back heavily on the Over 2.5 from their form alone. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market. Wolves have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
When travelling in Championship this season, Wolves have posted 1W 3D 6L from 10 away outings — 0.60 PPG. Away from home they average 0.80 goals scored and 2.10 conceded per game.
Both sides are running at similar form levels — 1.30 PPG for Derby against 1.00 for Wolves. There is no clear form edge to exploit here; other signals need to take the lead.
Trading Data
Derby goal-timing and half-time pattern breakdown (42 games, 21 at home): they score before half-time in 76% of fixtures in home games; when goalless at HT, a second-half goal follows 100% of the time; two or more arrive in the second half on 50% of those occasions; they lead at the break 48% of the time; BTTS occurs in 62% of their matches (home games); Over 2.5 goals lands in 48% of games (home games).
Wolves goal-timing and half-time pattern breakdown (42 games, 21 at away): they score before half-time in 71% of fixtures in away games; when goalless at HT, a second-half goal follows 85% of the time; two or more arrive in the second half on 54% of those occasions; BTTS occurs in 43% of their matches (away games); Over 2.5 goals lands in 48% of games (away games); they fail to score in 45% of games.
BTTS rates are mixed from the trading data — Derby 62% versus Wolves 50%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Derby 57% | Wolves 50%).
Poisson Model
The Poisson distribution model projects Derby 1.79 xG and Wolves 1.68 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 0.903 / defence 1.185 | Wolves attack 1.086 / defence 1.382. League average goals — home 1.431 / away 1.305. Wolves bring a strong defensive rating of 1.382 — this is suppressing Derby's projected output below what their attack strength alone would suggest. Data: 50 Derby games / 4 Wolves games used (CurrentSeason).
Result probabilities: Derby 38% | Draw 28% | Wolves 34%. Fair-value odds: Derby 2.63 | Draw 3.57 | Wolves 2.94. This is a low-confidence result — no outcome exceeds 45%. The draw at 28% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 67% | BTTS probability 70% | Total xG 3.47. Over 2.5 is the model's clear signal at 67% — a total xG of 3.47 means the expected score alone exceeds the 2.5 threshold, making the Over not just likely but structurally supported by both sides' attack/defence profiles. BTTS Yes at 70% reflects that both xG figures (1.79 / 1.68) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Verdict
The Poisson model's primary lean is Derby at 38% — marginal model lean. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Derby if the outright odds are short. The opposing side holds a 34% win probability per the model — this is not a banker and should be staked accordingly.
The Poisson model projects 3.47 xG in total — Over 2.5 at 67% — reasonable confidence, supported by form averaging 2.8 goals per game.
Poisson assigns a 70% probability to BTTS Yes based on the attack/defence strength model. Form rates are neutral: Derby 50% | Wolves 40%.
The outsider holds a 34% win probability per the model — this is not a banker and should not be treated as one. Proportionate stakes are appropriate given the genuine contest the data projects.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Derby vs Wolves | Competition: Championship, Regular Season - 46 | Venue: Pride Park • Kick-off: Saturday 1 May 2027, 11:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Derby 38% | Draw 28% | Wolves 34% • Poisson goal markets: Over 2.5 67% | BTTS 70% | xG Derby 1.79 / Wolves 1.68 • Poisson strength factors: Derby attack 0.903 / def 1.185 | Wolves attack 1.086 / def 1.382 | league avg home 1.431 / away 1.305 • Poisson stance: Derby (38%) — low confidence — close contest
🧮 Prediction Model
1.79
Derby xG
Expected Goals
1.68
Wolves xG
70%
BTTS
89%
Over 1.5
67%
Over 2.5
46%
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 Wolves kick off?
Derby vs Wolves is scheduled to kick off at 11:30 on Saturday 1 May 2027 at Pride Park.
Where is Derby vs Wolves being played?
The match is being played at Pride Park.
What competition is Derby vs Wolves part of?
Derby vs Wolves is a Regular Season - 46 fixture in the Championship (England).
Who is favourite to win Derby vs Wolves?
Our statistical model gives Derby a 38% chance of winning, Wolves a 34% chance, and a 28% chance of a draw — making Derby the favourite.
Will both teams score in Derby vs Wolves?
Our model estimates a 70% probability that both Derby and Wolves will score (BTTS).
Will Derby vs Wolves have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 67%.
What is the head-to-head record between Derby and Wolves?
No recorded head-to-head meetings available in the dataset.
What form are Derby and Wolves in?
Derby (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.40 / GA 1.50 | L5 L-L-D-L-W. Wolves (all comps): 2W-4D-4L in 10 | 1.00 PPG | GF 1.40 / GA 1.80 | L5 D-D-W-W-L.
🧮 Model Insight
Where the Numbers Come From
The model rates Derby's attack at 0.90x the league average against Wolves's defence at 1.38x — combine the two and it projects 1.79 expected goals for the hosts. Flip it around — Wolves's attack (1.09x) against Derby's defence (1.19x) — and the away total comes out at 1.68.
These ratings are built from 50/4 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 10.6% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 2-1 (8.4%), 1-2 (7.9%). Together the top three scorelines make up 27% of the probability — a moderately spread distribution, typical of a competitive match-up.
Most Likely Outcome
Derby Win
38%
2.60
28%
3.63
34%
2.94
Top 3 Most Likely Scorelines
1 β 1
9.4%
Draw
Most likely
2 β 1
8.4%
Home win
1 β 2
7.9%
Away win
Expected Goals & Win Odds
1.79
Derby xG
Total xG
3.47
1.68
Wolves xG
2.60
38%
Home win
3.63
28%
Draw
2.94
34%
Away win
Goals Markets
86%
Over 1.5
1.16
14%
Under 1.5
7.14
67%
Over 2.5
1.49
33%
Under 2.5
3.03
46%
Over 3.5
2.17
54%
Under 3.5
1.85
27%
Over 4.5
3.70
73%
Under 4.5
1.37
Match Markets
Both Teams to Score
70%
BTTS Yes
1.42
30%
BTTS No
3.37
Clean Sheet
19%
5.37
17%
5.97
Win to Nil
7%
13.96
6%
17.53
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.1 | 5.2 | 4.4 | 2.5 | 1.0 | 0.3 |
| 1 | 5.6 | 9.4 | 7.9 | 4.4 | 1.9 | 0.6 |
| 2 | 5.0 | 8.4 | 7.0 | 3.9 | 1.7 | 0.6 |
| 3 | 3.0 | 5.0 | 4.2 | 2.3 | 1.0 | 0.3 |
| 4 | 1.3 | 2.2 | 1.9 | 1.0 | 0.4 | 0.1 |
| 5 | 0.5 | 0.8 | 0.7 | 0.4 | 0.2 | 0.1 |
Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Derby vs Wolves?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 10.6%.
How many goals are Derby and Wolves expected to score?
The model projects 1.79 expected goals for Derby and 1.68 for Wolves, a combined total of 3.47.
How confident is the prediction model for Derby vs Wolves?
Not very — the model's leading outcome sits at just 38%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Across their last 42 outings, Derby have picked up 1.57 PPG on a 20W 6D 16L record — L-L-D-L-W across the most recent five. It's still early in the season for Derby, so this record blends in a handful of games from last season too.
Wolves's form line: 5W 12D 25L from 42 games, 0.64 PPG, last five D-D-W-W-L. It's still early in the season for Wolves, so this record blends in a handful of games from last season too.
Put side by side, Derby are the form team by 0.93 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Wolves.
How They Fare by Venue
On home soil, Derby have posted 1.67 PPG from 21 outings (10W 5D 6L).
On the road, Wolves have gone 1W 6D 14L from 21 away games — 0.43 PPG when travelling.
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.
Attack vs Defence
Derby are averaging 1.48 goals scored and 1.24 conceded per game recently; Wolves are on 0.90 scored and 1.81 conceded.
On BTTS specifically: Derby have seen both teams score in 62% of their recent games.
Last 42 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Derby
Early Season
Wolves
Early Season
❓ Frequently Asked Questions
What form are Derby and Wolves in coming into this match?
Derby have gone 20W 6D 16L in their last 42 games (1.57 PPG), while Wolves have gone 5W 12D 25L in their last 42 (0.64 PPG).
Which team has the better venue record — Derby at home or Wolves away?
Derby's home record (1.67 PPG) is the stronger of the two venue-specific splits — Derby at home: 1.67 PPG; Wolves away: 0.43 PPG.
📈 Trading Insight
Early Goal Trends
Derby are typically involved in an early goal — the half-time board shows at least one in 76% of their matches. They've gone in front at half-time 38% of the time.
Wolves are typically involved in an early goal — the half-time board shows at least one in 71% of their matches.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Derby 62%, Wolves 43% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 48% (Derby) and 48% (Wolves).
On the defensive side: Derby keep a clean sheet in 33% of their matches; Wolves in 57%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Derby home games / Wolves away games. HT metrics require half-time score data β shown as β where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Derby play Wolves?
Not especially — both teams scoring has occurred in only 62% of Derby's recent matches and 43% of Wolves's, a rate that leans toward BTTS No.
Is Derby vs Wolves usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 48% of Derby's recent games and 48% of Wolves's, pointing to a tighter contest.
Do Derby and Wolves tend to score early?
Derby have had a goal before half-time in 76% of their recent matches, Wolves in 71% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.