Luton 1-0 Derby – Result & Analysis
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Poisson rates Luton at 57% — current form provides partial corroboration, though signals are mixed in this Luton vs Derby encounter.
✍️ Match Preview
Full Analysis
Kenilworth Road plays host to Luton versus Derby in Championship, Regular Season - 35. Kick-off: Saturday 26 February 2022 at 15:00 UTC.
Current Form
Luton's overall Championship record this term: 7W 1D 2L from 10 games (2.20 PPG). Last five: W W L W W. They are averaging 1.40 goals per game and conceding 1.00 — a modest attacking output that tempers optimism on the Over 2.5 market. 4 clean sheets in 10 games (40%) reflects a solid defensive base.
In front of their own supporters this season, Luton have posted 6W 2D 2L at Kenilworth Road — 2.00 PPG. At home they are averaging 1.50 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.
Derby have collected 1.40 PPG across 10 Championship outings this season: 4W 2D 4L. Last five: L W L W L. They are scoring at 1.50 per game and conceding 1.60. 2 clean sheets from 10 outings suggests some defensive organisation. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market.
When travelling in Championship this season, Derby have posted 1W 4D 5L from 10 away outings — 0.70 PPG. Away from home they average 0.90 goals scored and 1.60 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 0.70 is notably below their overall 1.40 — form away from home has been a clear weakness this season.
Form favours the hosts. Luton's 2.20 PPG return is 0.80 points per game ahead of Derby's 1.40 — a genuine gap in recent results that provides a statistically grounded case for backing the home side.
In terms of goals, both squads have been finding the net consistently (using home/away splits) — Luton have seen both teams score in 60% of their games, Derby in 70%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
H2H Analysis
Neither side has dominated this fixture. The last 1 head-to-head meetings have produced 0 wins for Luton, 0 for Derby and 1 draws — an even split that leaves the H2H largely neutral as a betting input.
These two sides have produced goals at a consistent rate historically, averaging 4.0 per game across 1 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 19 Oct 2021, ended 2–2 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 4.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading & In-Play
Luton — key trading statistics (32 games, 16 at home): they score before half-time in 75% of fixtures in home games; when goalless at HT, a second-half goal follows 56% of the time; BTTS occurs in 44% of their matches (home games); Over 2.5 goals lands in 56% of games (home games); they keep a clean sheet 41% of the time; they fail to score in 31% of games.
Derby — key trading statistics (32 games, 16 at away): they score before half-time in 50% of fixtures in away games; when goalless at HT, a second-half goal follows 64% of the time; BTTS occurs in 50% of their matches (away games); Over 2.5 goals lands in 38% of games (away games).
BTTS rates are mixed from the trading data — Luton 41% versus Derby 53%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Luton 50% | Derby 44%).
Poisson Model
The Poisson distribution model projects Luton 1.62 xG and Derby 0.81 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: Luton attack 1.108 / defence 1.071 | Derby attack 0.708 / defence 1.372. League average goals — home 1.069 / away 1.069. Derby bring a strong defensive rating of 1.372 — this is suppressing Luton's projected output below what their attack strength alone would suggest. Data: 32 Luton games / 33 Derby games used (CurrentSeason).
Result probabilities: Luton 57% | Draw 25% | Derby 19%. Fair-value odds: Luton 1.75 | Draw 4.00 | Derby 5.26. The model has a clear lean to Luton (57%) — a 38pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 44% | BTTS probability 45% | Total xG 2.43. Under 2.5 has a narrow probability edge at 56% — total xG of 2.43 is below the line but not decisively so. BTTS probability of 45% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Luton are the pick at 57% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw No Bet is worth pricing alongside the outright: 25% draw probability makes the stalemate a live outcome even at this conviction level.
On the goals line, Poisson's 2.43 combined xG gives a 44% probability to Under 2.5 — Poisson-only — limited corroboration.
The Poisson model's BTTS call is No at 45%. This conflicts with form data: Luton 60% | Derby 70% from recent games — a notable divergence.
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💡 Key Insights
🏟️ Match Context
• Fixture: Luton vs Derby | Competition: Championship, Regular Season - 35 | Venue: Kenilworth Road • Kick-off: Saturday 26 Feb 2022, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Luton 57% | Draw 25% | Derby 19% • Poisson goal markets: Over 2.5 44% | BTTS 45% | xG Luton 1.62 / Derby 0.81 • Poisson strength factors: Luton attack 1.108 / def 1.071 | Derby attack 0.708 / def 1.372 | league avg home 1.069 / away 1.069 • Poisson stance: Luton (57%) — strong lean
🧮 Prediction Model
1.62
Luton xG
Expected Goals
0.81
Derby xG
45%
BTTS
70%
Over 1.5
44%
Over 2.5
23%
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 Luton vs Derby kick off?
Luton vs Derby kicked off at 15:00 on Saturday 26 February 2022 at Kenilworth Road.
What was the final score in Luton vs Derby?
Luton 1 - 0 Derby.
Where is Luton vs Derby being played?
The match is being played at Kenilworth Road.
What competition is Luton vs Derby part of?
Luton vs Derby is a Regular Season - 35 fixture in the Championship (England).
Who is favourite to win Luton vs Derby?
Our statistical model gives Luton a 57% chance of winning, Derby a 19% chance, and a 25% chance of a draw — making Luton the favourite.
Will both teams score in Luton vs Derby?
Our model estimates a 45% probability that both Luton and Derby will score (BTTS).
Will Luton vs Derby have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 44%.
What is the head-to-head record between Luton and Derby?
Record (1 meetings): Luton 0W | Draws 1 | Derby 0W.
What form are Luton and Derby in?
Luton (all comps): 7W-1D-2L in 10 | 2.20 PPG | GF 1.40 / GA 1.00 | L5 W-W-L-W-W. Derby (all comps): 4W-2D-4L in 10 | 1.40 PPG | GF 1.50 / GA 1.60 | L5 L-W-L-W-L.
🧮 Model Insight
Where the Numbers Come From
Working from Luton's attack rating (1.11) and Derby's defence rating (1.37), the model arrives at 1.62 expected goals for the home side. Flip it around — Derby's attack (0.71x) against Luton's defence (1.07x) — and the away total comes out at 0.81.
These ratings are built from 32/33 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 13.0%. Close behind: 1-0 (12.7%), 2-0 (11.5%). Those top three scorelines alone account for 37% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Luton Win
57%
1.76
25%
4.05
19%
5.37
Top 3 Most Likely Scorelines
1 – 0
14.2%
Home win
Most likely
1 – 1
11.5%
Draw
2 – 0
11.5%
Home win
Expected Goals & Win Odds
1.62
Luton xG
Total xG
2.43
0.81
Derby xG
1.76
57%
Home win
4.05
25%
Draw
5.37
19%
Away win
Goals Markets
70%
Over 1.5
1.43
30%
Under 1.5
3.33
44%
Over 2.5
2.27
56%
Under 2.5
1.79
23%
Over 3.5
4.35
77%
Under 3.5
1.30
10%
Over 4.5
10.00
90%
Under 4.5
1.11
Match Markets
Both Teams to Score
45%
BTTS Yes
2.24
55%
BTTS No
1.81
Clean Sheet
44%
2.25
20%
5.07
Win to Nil
25%
3.97
4%
27.22
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.8 | 7.1 | 2.9 | 0.8 | 0.2 | – |
| 1 | 14.2 | 11.5 | 4.7 | 1.3 | 0.3 | – |
| 2 | 11.5 | 9.4 | 3.8 | 1.0 | 0.2 | – |
| 3 | 6.2 | 5.1 | 2.1 | 0.6 | 0.1 | – |
| 4 | 2.5 | 2.1 | 0.8 | 0.2 | – | – |
| 5 | 0.8 | 0.7 | 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 Luton vs Derby?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.0%.
How many goals are Luton and Derby expected to score?
The model projects 1.62 expected goals for Luton and 0.81 for Derby, a combined total of 2.43.
How confident is the prediction model for Luton vs Derby?
Reasonably confident — the model's leading outcome is rated at 57%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Luton's recent record stands at 14W 9D 9L from 32 games, a 1.59 PPG return, with W-W-L-W-W in the last five.
Derby, meanwhile, have gone 10W 11D 11L across 32 games — 1.28 PPG, with L-W-L-W-L in their last five.
There isn't much between them on recent form — 1.59 PPG for Luton against 1.28 for Derby. Neither side arrives with a clear form advantage.
How They Fare by Venue
At home specifically, Luton have managed 8W 5D 3L from 16 games — 1.81 PPG in front of their own supporters.
Derby's away record stands at 2W 6D 8L across 16 trips, a 0.75 PPG haul. That's a step down from their 1.28 PPG overall record — away form has been the weaker part of Derby's season.
Comparing the two in their relevant venue splits, Luton 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
Luton are averaging 1.41 goals scored and 1.16 conceded per game recently; Derby are on 1.03 scored and 1.12 conceded.
Defensively: Luton have kept a clean sheet in 41% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 32 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Luton
Current Season
Derby
Current Season
❓ Frequently Asked Questions
What form are Luton and Derby in coming into this match?
Luton have gone 14W 9D 9L in their last 32 games (1.59 PPG), while Derby have gone 10W 11D 11L in their last 32 (1.28 PPG).
Which team has the better venue record — Luton at home or Derby away?
Luton's home record (1.81 PPG) is the stronger of the two venue-specific splits — Luton at home: 1.81 PPG; Derby away: 0.75 PPG.
Have Luton or Derby been keeping clean sheets recently?
Luton have kept a clean sheet in 41% of their recent games, Derby in 34%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 4 times that we have on record, stretching back to October 2021 — a rivalry that has played out across roughly 3 years. Every recorded meeting has come in Championship. It has been a while since the last meeting — 18 April 2025, some 3 years back — so squads and form on both sides may look very different now.
Notable Numbers
Luton go into this on the back of 3 straight wins in the series — the current momentum sits squarely with them.
Specifically as hosts in this fixture, Luton have gone 2W 0D 0L from 2 meetings on their own ground against Derby — worth weighing alongside the overall series record.
Last 4 Meetings
3
Luton
1
Draws
0
Derby
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Luton and Derby?
From 4 meetings on record, Luton have won 3, Derby have won 0, and 1 have been drawn.
When did Luton and Derby last play each other?
They last met on 18 April 2025, when Derby 0-1 Luton.
Who has won more matches between Luton and Derby?
Luton have the better head-to-head record, with 3 wins from 4 meetings.
📈 Trading Insight
Early Goal Trends
Luton 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 38% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Derby see a goal before the break in 50% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 12% of those situations.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Luton 44%, 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 — 56% (Luton) and 38% (Derby).
On the defensive side: Luton keep a clean sheet in 44% of their matches; Luton have failed to score in 31% of games; Derby in 44%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Luton 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 Luton play Derby?
Not especially — both teams scoring has occurred in only 44% of Luton's recent matches and 50% of Derby's, a rate that leans toward BTTS No.
Is Luton vs Derby usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 56% of Luton's recent games and 38% of Derby's, pointing to a tighter contest.
Do Luton and Derby tend to score early?
Luton have had a goal before half-time in 75% of their recent matches, Derby in 50% — a useful reference point for first-half goal markets.
Prediction vindicated as Luton edge out Derby 1-0.
📝 Match Report
How It Unfolded
Luton beat Derby 1-0 at Kenilworth Road, Regular Season - 35, in the Championship. 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 Luton 1.62 xG and Derby 0.81 xG, a combined 2.43. The scoreboard read 1-0 for 1 actual goal. Derby landed 0.8 under their projected return. Those figures were built on strength ratings of Luton attack 1.11 / defence 1.07 against Derby attack 0.71 / defence 1.37, drawn from 32/33 games (CurrentSeason).
On the result, the model split it Luton 57% | Draw 25% | Derby 19%, with Luton to win its most likely call at 57%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 44%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 70% and missed. On both teams to score, the model sat at 45% and the match did not — another call in the model's favour. Historically the two sides average 47% Over 2.5 across their same-competition games (Luton 50%, Derby 44%), a base rate that agreed with today's under. Their combined BTTS history runs at 47%, which matched the one-sided outcome.
Trading Patterns vs Reality
Luton's trading profile (32 games, 16 home) set some clear expectations: BTTS lands in 41% of their matches — today it did not; they keep a clean sheet 41% of the time, and duly kept one.
Derby's trading profile (32 games, 16 away) set some clear expectations: BTTS lands in 53% of their matches — today it did not; they keep a clean sheet 34% of the time, and conceded here; they fail to score in 28% of games, a blank that repeated today.
Form vs Result
The form lines were close — Luton 1.59 PPG, Derby 1.28 PPG — offering no strong steer, and the Luton win broke the near-deadlock. Luton (home/away splits) conceded 0 against a 1.06 average — tighter than their form line.
Verdict
Grading the result against the stored data, 3 of 3 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit). The data earned its keep here, calling the bulk of the fixture correctly.
💡 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.