West Ham vs Derby – Pre-Match Analysis
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Poisson model rates Derby at 41%, yet other data sources diverge — this West Ham vs Derby fixture contains genuine analytical tension.
✍️ Match Preview
Match Analysis
West Ham host Derby at London Stadium in Championship, Regular Season - 5. Kick-off is scheduled for Saturday 5 September 2026 at 14:00 UTC.
Form Analysis
Looking at all fixtures this season, West Ham stand at 3W 3D 4L from 10 Championship matches — 1.20 PPG. Last five: W D L D 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. 2 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. West Ham have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
At home at London Stadium, West Ham have gone 5W 3D 2L this season (10 games, 1.80 PPG). At home they are averaging 1.90 goals scored and 0.90 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture. Their home PPG of 1.80 is noticeably stronger than their overall 1.20 — West Ham are significantly better at London Stadium than their overall form suggests.
Derby — All Games: 4W 1D 5L from 10 Championship fixtures this season — 1.30 PPG. Last five: L L D L W. Their scoring rate of 1.40 per game is modest, conceding 1.50 — not a side to back heavily on the Over 2.5 from their form alone. 3 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 60% of their games — a noteworthy BTTS rate that supports the Yes market. Derby have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
On the road, Derby have gone 3W 0D 7L from 10 away fixtures this term (0.90 PPG). Away from home they average 1.30 goals scored and 1.80 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
The form figures are too closely matched to derive a directional pick: West Ham 1.20 PPG, Derby 1.30 PPG. Look to other data sets to build the analysis.
The BTTS market is worth targeting here. West Ham register both teams scoring in 60% of relevant matches, Derby in 60% (using home/away splits) — both sides above the 60% threshold gives BTTS Yes firm statistical grounding.
In-Play Profile
West Ham in-play tendencies (42 games, 21 at home): they score before half-time in 62% of fixtures in home games; when goalless at HT, a second-half goal follows 86% of the time; two or more arrive in the second half on 64% of those occasions; BTTS occurs in 62% of their matches (home games); Over 2.5 goals lands in 67% of games (home games); they fail to score in 31% of games.
Derby in-play tendencies (42 games, 21 at away): they score before half-time in 95% of fixtures in away 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 (away games); Over 2.5 goals lands in 67% of games (away games).
BTTS rates are mixed from the trading data — West Ham 57% versus Derby 62%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (West Ham 62% | Derby 57%).
Poisson Model
The Poisson distribution model projects West Ham 1.55 xG and Derby 1.80 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: West Ham attack 1.135 / defence 1.262 | Derby attack 1.092 / defence 0.953. League average goals — home 1.431 / away 1.305. Data: 4 West Ham games / 50 Derby games used (CurrentSeason).
Result probabilities: West Ham 31% | Draw 28% | Derby 41%. Fair-value odds: West Ham 3.23 | Draw 3.57 | Derby 2.44. 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 65% | BTTS probability 68% | Total xG 3.35. Over 2.5 is the model's clear signal at 65% — a total xG of 3.35 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 68% reflects that both xG figures (1.55 / 1.80) are above the threshold where scoring blanks become the primary outcome — both sides are projected to find the net.
Analysis Verdict
On the Poisson output, Derby are the pick at 41% — marginal model lean. With a 28% draw probability, Draw No Bet on Derby offers a more defensible entry point than the straight win. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
Poisson projects 3.35 total expected goals, pointing to Over 2.5 at 65% probability — reasonable conviction, supported by form averaging 3.0 goals per game.
The Poisson model's BTTS call is Yes at 68%. Form rates corroborate: West Ham 60% | Derby 60% BTTS from recent games.
The outsider holds a 31% 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.
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💡 Key Insights
🏟️ Match Context
• Fixture: West Ham vs Derby | Competition: Championship, Regular Season - 5 | Venue: London Stadium • Kick-off: Saturday 5 Sep 2026, 14:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: West Ham 31% | Draw 28% | Derby 41% • Poisson goal markets: Over 2.5 65% | BTTS 68% | xG West Ham 1.55 / Derby 1.80 • Poisson strength factors: West Ham attack 1.135 / def 1.262 | Derby attack 1.092 / def 0.953 | league avg home 1.431 / away 1.305 • Poisson stance: Derby (41%) — low confidence — close contest
🧮 Prediction Model
1.55
West Ham xG
Expected Goals
1.80
Derby xG
68%
BTTS
87%
Over 1.5
65%
Over 2.5
43%
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 West Ham vs Derby kick off?
West Ham vs Derby is scheduled to kick off at 14:00 on Saturday 5 September 2026 at London Stadium.
Where is West Ham vs Derby being played?
The match is being played at London Stadium.
What competition is West Ham vs Derby part of?
West Ham vs Derby is a Regular Season - 5 fixture in the Championship (England).
Who is favourite to win West Ham vs Derby?
Our statistical model gives West Ham a 31% chance of winning, Derby a 41% chance, and a 28% chance of a draw — making Derby the favourite.
Will both teams score in West Ham vs Derby?
Our model estimates a 68% probability that both West Ham and Derby will score (BTTS).
Will West Ham vs Derby have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 65%.
What is the head-to-head record between West Ham and Derby?
No recorded head-to-head meetings available in the dataset.
What form are West Ham and Derby in?
West Ham (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.40 / GA 1.50 | L5 W-D-L-D-W. Derby (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.40 / GA 1.50 | L5 L-L-D-L-W.
🧮 Model Insight
Model Mechanics
West Ham's attacking strength (1.14x league average) is weighed against Derby's defensive record (0.95x) to produce a home expected-goals figure of 1.55. The same calculation in reverse, Derby's attack versus West Ham's defence, projects 1.80 expected goals for the visitors.
These ratings are built from 4/50 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-1, at 11.1%. Close behind: 1-2 (8.8%), 2-1 (7.6%). 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
31%
3.25
28%
3.57
41%
2.43
Top 3 Most Likely Scorelines
1 – 1
9.8%
Draw
Most likely
1 – 2
8.8%
Away win
2 – 1
7.6%
Home win
Expected Goals & Win Odds
1.55
West Ham xG
Total xG
3.35
1.80
Derby xG
3.25
31%
Home win
3.57
28%
Draw
2.43
41%
Away win
Goals Markets
85%
Over 1.5
1.18
15%
Under 1.5
6.67
65%
Over 2.5
1.54
35%
Under 2.5
2.86
43%
Over 3.5
2.33
57%
Under 3.5
1.75
25%
Over 4.5
4.00
75%
Under 4.5
1.33
Match Markets
Both Teams to Score
68%
BTTS Yes
1.46
32%
BTTS No
3.16
Clean Sheet
17%
6.04
21%
4.70
Win to Nil
5%
19.67
9%
11.41
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.5 | 6.3 | 5.7 | 3.4 | 1.5 | 0.6 |
| 1 | 5.4 | 9.8 | 8.8 | 5.3 | 2.4 | 0.9 |
| 2 | 4.2 | 7.6 | 6.8 | 4.1 | 1.8 | 0.7 |
| 3 | 2.2 | 3.9 | 3.5 | 2.1 | 0.9 | 0.3 |
| 4 | 0.8 | 1.5 | 1.4 | 0.8 | 0.4 | 0.1 |
| 5 | 0.3 | 0.5 | 0.4 | 0.3 | 0.1 | – |
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 West Ham vs Derby?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 11.1%.
How many goals are West Ham and Derby expected to score?
The model projects 1.55 expected goals for West Ham and 1.80 for Derby, a combined total of 3.35.
How confident is the prediction model for West Ham vs Derby?
Not very — the model's leading outcome sits at just 41%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
West Ham come into this having played 42 games, going 11W 11D 20L for 1.05 points per game. Their last five reads W-D-L-D-W. It's still early in the season for West Ham, so this record blends in a handful of games from last season too.
On the other side, Derby sit at 1.57 PPG from 42 outings (20W 6D 16L), a run that reads L-L-D-L-W across their last five. It's still early in the season for Derby, so this record blends in a handful of games from last season too.
Derby carry the stronger recent form of the two, 0.52 PPG clear of West Ham — worth weighing alongside whatever the head-to-head and market data say.
Home Ground vs the Road
West Ham's home form reads 7W 4D 10L across 21 games on their own ground, a 1.19 PPG return.
Away from home, Derby have taken 1.48 points per game from 21 outings (10W 1D 10L).
The Goals Picture
West Ham are averaging 1.29 goals scored and 1.71 conceded per game recently; Derby are on 1.48 scored and 1.24 conceded.
On BTTS specifically: Derby in 62%.
Last 42 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
West Ham
Early Season
Derby
Early Season
❓ Frequently Asked Questions
What form are West Ham and Derby in coming into this match?
West Ham have gone 11W 11D 20L in their last 42 games (1.05 PPG), while Derby have gone 20W 6D 16L in their last 42 (1.57 PPG).
Which team has the better venue record — West Ham at home or Derby away?
Derby's away record (1.48 PPG) is the stronger of the two venue-specific splits — West Ham at home: 1.19 PPG; Derby away: 1.48 PPG.
📈 Trading Insight
Half-Time Trends
West Ham are typically involved in an early goal — the half-time board shows at least one in 62% of their matches. They've gone in front at half-time 33% of the time.
Derby are typically involved in an early goal — the half-time board shows at least one in 95% of their matches. They've gone in front at half-time 57% of the time, though they've let that lead slip 19% of the time they've held it — worth watching if they're only ahead by one.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — West Ham 62%, Derby 62% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 67% for West Ham and 67% for Derby. Stepping up a level, Over 3.5 has also landed reasonably often — 38% and 24% respectively — worth a look for goal-hungry markets.
On the defensive side: West Ham have failed to score in 29% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = West Ham home games / Derby away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when West Ham play Derby?
Yes — based on recent matches, both teams have scored in 62% of West Ham's games and 62% of Derby's, a combined rate that favours BTTS Yes.
Is West Ham vs Derby usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 67% of West Ham's matches and 67% of Derby's.
Do West Ham and Derby tend to score early?
West Ham have had a goal before half-time in 62% of their recent matches, Derby in 95% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.