Derby vs Lincoln – Pre-Match Analysis
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Poisson model rates Derby at 34%, yet in-form Lincoln provide a compelling counter-argument — this Derby vs Lincoln fixture contains genuine analytical tension.
✍️ Match Preview
Analysis
Lincoln make the trip to Pride Park to face Derby in Championship, Regular Season - 22. The match kicks off on Saturday 19 December 2026 at 15:00 UTC.
Form
Derby (all games): 4W 1D 5L across 10 Championship fixtures this term — 1.30 PPG. 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.
Lincoln's overall Championship record this term: 6W 2D 2L from 10 games (2.00 PPG). Last five: W L L W D. They are scoring at 1.70 per game and conceding 1.20. 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. Lincoln have played only a handful of Championship games so far this season, so this record also draws on matches from last season.
Lincoln away from home this season: 7W 2D 1L from 10 away games — 2.30 PPG on the road. Away from home they average 1.70 goals scored and 0.70 conceded per game. 6 away clean sheets from 10 games (60%) — they are as difficult to score against on the road as they are at home.
The travelling side arrive in better shape. Lincoln are 0.70 PPG clear of Derby in recent Championship fixtures (2.00 vs 1.30). Backing the visitors outright or on Draw No Bet are both valid approaches where the price allows.
H2H Analysis
The head-to-head record is closely matched — Derby lead 1W to 1W over the last 4 encounters, with 2 draws, though neither side has established a commanding advantage.
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
Derby half-time and goal-timing data (50 games, 25 at home): they score before half-time in 80% 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 56% of those occasions; BTTS occurs in 64% of their matches (home games); Over 2.5 goals lands in 44% of games (home games).
Lincoln half-time and goal-timing data (50 games, 25 at away): they score before half-time in 84% of fixtures in away games; when goalless at HT, a second-half goal follows 78% of the time; they lead at the break 64% of the time; BTTS occurs in 40% of their matches (away games); Over 2.5 goals lands in 44% of games (away games); they keep a clean sheet 42% of the time.
BTTS rates are mixed from the trading data — Derby 64% versus Lincoln 50%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Derby 54% | Lincoln 54%).
Poisson Model
The Poisson distribution model projects Derby 1.29 xG and Lincoln 1.27 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 0.902 / defence 1.186 | Lincoln attack 0.826 / defence 0.981. League average goals — home 1.454 / away 1.297. Data: 50 Derby games / 4 Lincoln games used (CurrentSeason).
Result probabilities: Derby 34% | Draw 32% | Lincoln 33%. Fair-value odds: Derby 2.94 | Draw 3.12 | Lincoln 3.03. This is a low-confidence result — no outcome exceeds 45%. The draw at 32% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 47% | BTTS probability 55% | Total xG 2.56. Over/Under 2.5 is close to a coin-flip at 47%/53% — the total xG of 2.56 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 55% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Derby are the pick at 34% — marginal model lean. Note a divergence: in-form Lincoln (2.00 PPG) cuts against the Poisson lean — consider the strength-adjusted model over surface-level form results. Draw probability of 32% warrants consideration of Double Chance or Draw No Bet on Derby if the outright odds are short. The opposing side holds a 33% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 2.56 combined xG gives a 47% probability to Under 2.5 — Poisson-only — limited corroboration.
The Poisson model's BTTS call is Yes at 55%. Form rates are neutral: Derby 50% | Lincoln 40%.
The outsider holds a 33% 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: Derby vs Lincoln | Competition: Championship, Regular Season - 22 | Venue: Pride Park • Kick-off: Saturday 19 Dec 2026, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Derby 34% | Draw 32% | Lincoln 33% • Poisson goal markets: Over 2.5 47% | BTTS 55% | xG Derby 1.29 / Lincoln 1.27 • Poisson strength factors: Derby attack 0.902 / def 1.186 | Lincoln attack 0.826 / def 0.981 | league avg home 1.454 / away 1.297 • Poisson stance: Derby (34%) — low confidence — close contest
🧮 Prediction Model
1.29
Derby xG
Expected Goals
1.27
Lincoln xG
55%
BTTS
75%
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 Lincoln kick off?
Derby vs Lincoln is scheduled to kick off at 15:00 on Saturday 19 December 2026 at Pride Park.
Where is Derby vs Lincoln being played?
The match is being played at Pride Park.
What competition is Derby vs Lincoln part of?
Derby vs Lincoln is a Regular Season - 22 fixture in the Championship (England).
Who is favourite to win Derby vs Lincoln?
Our statistical model gives Derby a 34% chance of winning, Lincoln a 33% chance, and a 32% chance of a draw — making Derby the favourite.
Will both teams score in Derby vs Lincoln?
Our model estimates a 55% probability that both Derby and Lincoln will score (BTTS).
Will Derby vs Lincoln 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 Lincoln?
Record (4 meetings): Derby 1W | Draws 2 | Lincoln 1W.
What form are Derby and Lincoln in?
Derby (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.40 / GA 1.50 | L5 L-L-D-L-W. Lincoln (all comps): 6W-2D-2L in 10 | 2.00 PPG | GF 1.70 / GA 1.20 | L5 W-L-L-W-D.
🧮 Model Insight
Where the Numbers Come From
Derby's attacking strength (0.90x league average) is weighed against Lincoln's defensive record (0.98x) to produce a home expected-goals figure of 1.29. Flip it around — Lincoln's attack (0.83x) against Derby's defence (1.19x) — and the away total comes out at 1.27.
These ratings are built from 50/4 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 14.3%. Close behind: 0-0 (9.4%), 1-0 (8.3%). Those top three scorelines alone account for 32% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Derby Win
34%
2.93
32%
3.08
33%
3.00
Top 3 Most Likely Scorelines
1 – 1
12.7%
Draw
Most likely
1 – 0
10.0%
Home win
0 – 1
9.8%
Away win
Expected Goals & Win Odds
1.29
Derby xG
Total xG
2.56
1.27
Lincoln xG
2.93
34%
Home win
3.08
32%
Draw
3.00
33%
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
55%
BTTS Yes
1.82
45%
BTTS No
2.22
Clean Sheet
28%
3.56
28%
3.63
Win to Nil
10%
10.42
9%
10.87
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.7 | 9.8 | 6.2 | 2.6 | 0.8 | 0.2 |
| 1 | 10.0 | 12.7 | 8.0 | 3.4 | 1.1 | 0.3 |
| 2 | 6.4 | 8.2 | 5.2 | 2.2 | 0.7 | 0.2 |
| 3 | 2.8 | 3.5 | 2.2 | 0.9 | 0.3 | 0.1 |
| 4 | 0.9 | 1.1 | 0.7 | 0.3 | 0.1 | – |
| 5 | 0.2 | 0.3 | 0.2 | 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 Derby vs Lincoln?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.3%.
How many goals are Derby and Lincoln expected to score?
The model projects 1.29 expected goals for Derby and 1.27 for Lincoln, a combined total of 2.56.
How confident is the prediction model for Derby vs Lincoln?
Not very — the model's leading outcome sits at just 34%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Derby's recent record stands at 21W 10D 19L from 50 games, a 1.46 PPG return, with L-L-D-L-W in the last five. It's still early in the season for Derby, so this record blends in a handful of games from last season too.
Lincoln, meanwhile, have gone 32W 11D 7L across 50 games — 2.14 PPG, with W-L-L-W-D in their last five. It's still early in the season for Lincoln, so this record blends in a handful of games from last season too.
The points-per-game comparison favours Lincoln by 0.68 — a real, if not enormous, edge over Derby heading into this one.
How They Fare by Venue
At home specifically, Derby have managed 10W 7D 8L from 25 games — 1.48 PPG in front of their own supporters.
Lincoln's away record stands at 14W 6D 5L across 25 trips, a 1.92 PPG haul.
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
Derby are averaging 1.44 goals scored and 1.32 conceded per game recently; Lincoln are on 1.84 scored and 0.92 conceded.
On BTTS specifically: Derby have seen both teams score in 64% of their recent games.
Defensively: Lincoln in 42% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 50 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Derby
Early Season
Lincoln
Early Season
❓ Frequently Asked Questions
What form are Derby and Lincoln in coming into this match?
Derby have gone 21W 10D 19L in their last 50 games (1.46 PPG), while Lincoln have gone 32W 11D 7L in their last 50 (2.14 PPG).
Which team has the better venue record — Derby at home or Lincoln away?
Lincoln's away record (1.92 PPG) is the stronger of the two venue-specific splits — Derby at home: 1.48 PPG; Lincoln away: 1.92 PPG.
Have Derby or Lincoln been keeping clean sheets recently?
Derby have kept a clean sheet in 26% of their recent games, Lincoln in 42%.
⚔️ 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, Derby have gone 1W 1D 0L from 2 meetings on their own ground against Lincoln — worth weighing alongside the overall series record.
Last 4 Meetings
1
Derby
2
Draws
1
Lincoln
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Derby and Lincoln?
From 4 meetings on record, Derby have won 1, Lincoln have won 1, and 2 have been drawn.
When did Derby and Lincoln last play each other?
They last met on 20 January 2024, when Lincoln 0-0 Derby.
📈 Trading Insight
Early Goal Trends
Derby are typically involved in an early goal — the half-time board shows at least one in 80% of their matches. They've gone in front at half-time 32% of the time. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 16% of those situations.
Lincoln are typically involved in an early goal — the half-time board shows at least one in 84% of their matches. They've gone in front at half-time 56% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Derby 64%, Lincoln 40% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 44% (Derby) and 44% (Lincoln).
On the defensive side: Lincoln in 48%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Derby home games / Lincoln away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Derby play Lincoln?
Not especially — both teams scoring has occurred in only 64% of Derby's recent matches and 40% of Lincoln's, a rate that leans toward BTTS No.
Is Derby vs Lincoln usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 44% of Derby's recent games and 44% of Lincoln's, pointing to a tighter contest.
Do Derby and Lincoln tend to score early?
Derby have had a goal before half-time in 80% of their recent matches, Lincoln in 84% — a useful reference point for first-half goal markets.
The match report will be available once the game has finished.