Lincoln vs Derby – Pre-Match Analysis
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Poisson model rates Derby at 43%, yet in-form Lincoln provide a compelling counter-argument — this Lincoln vs Derby fixture contains genuine analytical tension.
✍️ Match Preview
Pre-Match Analysis
Lincoln and Derby meet at LNER stadium in Championship, Regular Season - 40. This fixture gets under way on Saturday 3 April 2027 at 14:00 UTC.
Current Form
Lincoln's overall Championship record this term: 5W 2D 3L from 10 games (1.70 PPG). Last five: D D W W L. They are averaging 1.30 goals per game and conceding 1.10 — a modest attacking output that tempers optimism on the Over 2.5 market. 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 Lincoln, so this record blends games from this season and last.
Lincoln at LNER stadium this season: 6W 2D 2L from 10 home games — 2.00 PPG on home soil. They are averaging 2.00 goals per home game — a prolific scoring rate in front of their own fans. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Derby have collected 0.80 PPG across 10 Championship outings this season: 2W 2D 6L. Last five: W L L L D. Their scoring rate of 1.10 per game is modest, conceding 1.80 — not a side to back heavily on the Over 2.5 from their form alone. 1 clean sheet 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. This season is still relatively young for Derby, so this record blends games from this season and last.
On the road, Derby have gone 3W 1D 6L from 10 away fixtures this term (1.00 PPG). Away from home they average 1.20 goals scored and 1.60 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
Form favours the hosts. Lincoln's 1.70 PPG return is 0.90 points per game ahead of Derby's 0.80 — 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) — Lincoln have seen both teams score in 60% of their games, Derby in 60%. That combined rate is a strong statistical case for BTTS Yes as a standalone play.
Head-to-Head
Neither side has dominated this fixture. The last 4 head-to-head meetings have produced 1 wins for Lincoln, 1 for Derby and 2 draws — an even split that leaves the H2H largely neutral as a betting input.
The 4 previous meetings have averaged 2.0 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 20 Jan 2024, ended 0–0 with a draw.
The head-to-head offers no strong directional steer in either the result or goals markets. Form, the predictive model and current market pricing should carry more weight than the historical record for this fixture.
Trading Data
Lincoln goal-timing and half-time pattern breakdown (54 games, 27 at home): they score before half-time in 82% of fixtures in home games; when goalless at HT, a second-half goal follows 82% of the time; they lead at the break 61% of the time; BTTS occurs in 63% of their matches (home games); Over 2.5 goals lands in 63% of games (home games); they keep a clean sheet 43% of the time.
Derby goal-timing and half-time pattern breakdown (54 games, 27 at away): they score before half-time in 85% 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 56% of those occasions; BTTS occurs in 63% of their matches (away games); Over 2.5 goals lands in 63% of games (away games).
BTTS rates are mixed from the trading data — Lincoln 50% versus Derby 63%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Lincoln 52% | Derby 54%).
Poisson Model
The Poisson distribution model projects Lincoln 1.01 xG and Derby 1.37 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: Lincoln attack 0.684 / defence 1.145 | Derby attack 0.950 / defence 0.990. League average goals — home 1.500 / away 1.255. Lincoln's attack strength of 0.684 is below the league average — the 1.01 xG projection reflects a team that scores at a discount to the division norm. Data: 8 Lincoln games / 54 Derby games used (CurrentSeason).
Result probabilities: Lincoln 26% | Draw 31% | Derby 43%. Fair-value odds: Lincoln 3.85 | Draw 3.23 | Derby 2.33. This is a low-confidence result — no outcome exceeds 45%. The draw at 31% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 43% | BTTS probability 50% | Total xG 2.38. Under 2.5 has a narrow probability edge at 57% — total xG of 2.38 is below the line but not decisively so. BTTS probability of 50% 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 43% — marginal model lean. Note a divergence: in-form Lincoln (1.70 PPG) cuts against the Poisson lean — consider the strength-adjusted model over surface-level form results. Draw probability of 31% warrants consideration of Double Chance or Draw No Bet on Derby if the outright odds are short.
Poisson projects 2.38 total expected goals, pointing to Under 2.5 at 43% probability — Poisson-only — limited corroboration conviction — though form averaging only 3.0 goals per game points in the other direction.
On the BTTS market, Poisson puts 50% on No. This conflicts with form data: Lincoln 60% | Derby 60% from recent games — a notable divergence.
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💡 Key Insights
🏟️ Match Context
• Fixture: Lincoln vs Derby | Competition: Championship, Regular Season - 40 | Venue: LNER stadium • Kick-off: Saturday 3 Apr 2027, 14:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Lincoln 26% | Draw 31% | Derby 43% • Poisson goal markets: Over 2.5 43% | BTTS 50% | xG Lincoln 1.01 / Derby 1.37 • Poisson strength factors: Lincoln attack 0.684 / def 1.145 | Derby attack 0.950 / def 0.990 | league avg home 1.500 / away 1.255 • Poisson stance: Derby (43%) — low confidence — close contest
🧮 Prediction Model
1.01
Lincoln xG
Expected Goals
1.37
Derby xG
50%
BTTS
71%
Over 1.5
43%
Over 2.5
22%
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 Lincoln vs Derby kick off?
Lincoln vs Derby is scheduled to kick off at 14:00 on Saturday 3 April 2027 at LNER stadium.
Where is Lincoln vs Derby being played?
The match is being played at LNER stadium.
What competition is Lincoln vs Derby part of?
Lincoln vs Derby is a Regular Season - 40 fixture in the Championship (England).
Who is favourite to win Lincoln vs Derby?
Our statistical model gives Lincoln a 26% chance of winning, Derby a 43% chance, and a 31% chance of a draw — making Derby the favourite.
Will both teams score in Lincoln vs Derby?
Our model estimates a 50% probability that both Lincoln and Derby will score (BTTS).
Will Lincoln vs Derby have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 43%.
What is the head-to-head record between Lincoln and Derby?
Record (4 meetings): Lincoln 1W | Draws 2 | Derby 1W.
What form are Lincoln and Derby in?
Lincoln (all comps): 5W-2D-3L in 10 | 1.70 PPG | GF 1.30 / GA 1.10 | L5 D-D-W-W-L. Derby (all comps): 2W-2D-6L in 10 | 0.80 PPG | GF 1.10 / GA 1.80 | L5 W-L-L-L-D.
🧮 Model Insight
Where the Numbers Come From
Working from Lincoln's attack rating (0.68) and Derby's defence rating (0.99), the model arrives at 1.01 expected goals for the home side. Flip it around — Derby's attack (0.95x) against Lincoln's defence (1.15x) — and the away total comes out at 1.37.
These ratings are built from 8/54 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 14.5%. Close behind: 0-1 (11.0%), 0-0 (10.9%). Those top three scorelines alone account for 36% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Derby Win
26%
3.88
31%
3.19
43%
2.33
Top 3 Most Likely Scorelines
1 – 1
12.8%
Draw
Most likely
0 – 1
12.6%
Away win
1 – 0
9.4%
Home win
Expected Goals & Win Odds
1.01
Lincoln xG
Total xG
2.38
1.37
Derby xG
3.88
26%
Home win
3.19
31%
Draw
2.33
43%
Away win
Goals Markets
69%
Over 1.5
1.45
31%
Under 1.5
3.23
43%
Over 2.5
2.33
57%
Under 2.5
1.75
22%
Over 3.5
4.55
78%
Under 3.5
1.28
9%
Over 4.5
11.11
91%
Under 4.5
1.10
Match Markets
Both Teams to Score
50%
BTTS Yes
2.02
50%
BTTS No
1.98
Clean Sheet
26%
3.92
36%
2.76
Win to Nil
7%
15.19
16%
6.43
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 9.3 | 12.6 | 8.6 | 3.9 | 1.3 | 0.4 |
| 1 | 9.4 | 12.8 | 8.8 | 4.0 | 1.4 | 0.4 |
| 2 | 4.8 | 6.5 | 4.4 | 2.0 | 0.7 | 0.2 |
| 3 | 1.6 | 2.2 | 1.5 | 0.7 | 0.2 | 0.1 |
| 4 | 0.4 | 0.6 | 0.4 | 0.2 | 0.1 | – |
| 5 | 0.1 | 0.1 | 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 Lincoln vs Derby?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.5%.
How many goals are Lincoln and Derby expected to score?
The model projects 1.01 expected goals for Lincoln and 1.37 for Derby, a combined total of 2.38.
How confident is the prediction model for Lincoln vs Derby?
Not very — the model's leading outcome sits at just 43%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Across their last 54 outings, Lincoln have picked up 2.11 PPG on a 34W 12D 8L record — D-D-W-W-L across the most recent five. The sample for Lincoln is still a mix of this season and last, given how young the current campaign is.
Derby's form line: 21W 11D 22L from 54 games, 1.37 PPG, last five W-L-L-L-D. The sample for Derby is still a mix of this season and last, given how young the current campaign is.
Put side by side, Lincoln are the form team by 0.74 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Derby.
How They Fare by Venue
On home soil, Lincoln have posted 2.22 PPG from 27 outings (18W 6D 3L).
On the road, Derby have gone 11W 4D 12L from 27 away games — 1.37 PPG when travelling.
Comparing the two in their relevant venue splits, Lincoln 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
Lincoln are averaging 1.78 goals scored and 0.91 conceded per game recently; Derby are on 1.37 scored and 1.35 conceded.
On BTTS specifically: Derby in 63%.
Defensively: Lincoln have kept a clean sheet in 43% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 54 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Lincoln
Blended
Derby
Blended
❓ Frequently Asked Questions
What form are Lincoln and Derby in coming into this match?
Lincoln have gone 34W 12D 8L in their last 54 games (2.11 PPG), while Derby have gone 21W 11D 22L in their last 54 (1.37 PPG).
Which team has the better venue record — Lincoln at home or Derby away?
Lincoln's home record (2.22 PPG) is the stronger of the two venue-specific splits — Lincoln at home: 2.22 PPG; Derby away: 1.37 PPG.
Have Lincoln or Derby been keeping clean sheets recently?
Lincoln have kept a clean sheet in 43% of their recent games, Derby in 24%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 4 times that we have on record, stretching back to September 2022 — a rivalry that has played out across roughly 1 year. Every recorded meeting has come in League One. It has been a while since the last meeting — 20 January 2024, some 1 year back — so squads and form on both sides may look very different now.
Notable Numbers
Specifically as hosts in this fixture, Lincoln have gone 1W 1D 0L from 2 meetings on their own ground against Derby — worth weighing alongside the overall series record.
Last 4 Meetings
1
Lincoln
2
Draws
1
Derby
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Lincoln and Derby?
From 4 meetings on record, Lincoln have won 1, Derby have won 1, and 2 have been drawn.
When did Lincoln and Derby last play each other?
They last met on 20 January 2024, when Lincoln 0-0 Derby.
📈 Trading Insight
Early Goal Trends
Lincoln are typically involved in an early goal — the half-time board shows at least one in 82% of their matches. They've gone in front at half-time 70% of the time.
Derby are typically involved in an early goal — the half-time board shows at least one in 85% of their matches. They've gone in front at half-time 44% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Lincoln 63%, Derby 63% — no strong lean either way from the trading data alone.
Goals have flowed in these teams' recent matches — Over 2.5 has landed at 63% for Lincoln and 63% for Derby. Stepping up a level, Over 3.5 has also landed reasonably often — 37% and 26% respectively — worth a look for goal-hungry markets.
On the defensive side: Lincoln keep a clean sheet in 33% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Lincoln 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 Lincoln play Derby?
Yes — based on recent matches, both teams have scored in 63% of Lincoln's games and 63% of Derby's, a combined rate that favours BTTS Yes.
Is Lincoln vs Derby usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 63% of Lincoln's matches and 63% of Derby's.
Do Lincoln and Derby tend to score early?
Lincoln have had a goal before half-time in 82% of their recent matches, Derby in 85% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.