Lincoln 1-3 Birmingham – Result & Analysis
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Poisson model rates Birmingham at 50%, yet other data sources diverge — this Lincoln vs Birmingham fixture contains genuine analytical tension.
✍️ Match Preview
Fixture Analysis
It is a Championship clash, Regular Season - 13 as Lincoln welcome Birmingham to Sincil Bank. Kick-off is set for Saturday 31 October 2026 at 12:30 UTC.
Form Analysis
Looking at all fixtures this season, Lincoln stand at 4W 3D 3L from 10 Championship matches — 1.50 PPG. Last five: L L L D W. They are averaging 1.10 goals per game and conceding 1.50 — 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. This season is still relatively young for Lincoln, so this record blends games from this season and last.
Lincoln's home record at Sincil Bank: 5W 2D 3L from 10 Championship appearances (1.70 PPG). At home they are averaging 1.70 goals scored and 1.70 conceded per game. BTTS has landed in 60% of their home matches — a rate that supports the Yes angle in this fixture.
Across all Championship games this season, Birmingham have recorded 5W 3D 2L from 10 outings — 1.80 PPG. Last five: D W W W L. They are scoring at 1.80 per game and conceding 1.00. 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. This season is still relatively young for Birmingham, so this record blends games from this season and last.
Birmingham's away record: 3W 3D 4L from 10 road trips in Championship this season (1.20 PPG). Away from home they average 0.90 goals scored and 1.00 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context. Their away PPG of 1.20 is notably below their overall 1.80 — form away from home has been a clear weakness this season.
The form figures are too closely matched to derive a directional pick: Lincoln 1.50 PPG, Birmingham 1.80 PPG. Look to other data sets to build the analysis.
The BTTS market is worth targeting here. Lincoln register both teams scoring in 60% of relevant matches, Birmingham in 60% (using home/away splits) — both sides above the 60% threshold gives BTTS Yes firm statistical grounding.
H2H Record
The H2H landscape is flat: 2 previous encounters have yielded 0 wins for Lincoln, 2 for Birmingham and 0 draws. A neutral reading in isolation.
The 2 previous meetings have averaged 2.5 goals per game — a neutral rate that provides no strong lean on the goals market from the H2H alone. The most recent clash, on 8 Mar 2025, ended 0–1 with Birmingham winning.
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 Patterns
Lincoln in-play and half-time data (58 games, 29 at home): they score before half-time in 83% of fixtures in home games; when goalless at HT, a second-half goal follows 82% of the time; they lead at the break 59% of the time; BTTS occurs in 62% of their matches (home games); Over 2.5 goals lands in 66% of games (home games).
Birmingham in-play and half-time data (58 games, 29 at away): they score before half-time in 86% of fixtures in away games; when goalless at HT, a second-half goal follows 80% of the time; two or more arrive in the second half on 50% of those occasions; BTTS occurs in 48% of their matches (away games); Over 2.5 goals lands in 45% of games (away games).
BTTS rates are mixed from the trading data — Lincoln 50% versus Birmingham 57%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Lincoln 55% | Birmingham 50%).
Poisson Model
The Poisson distribution model projects Lincoln 0.97 xG and Birmingham 1.52 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 0.847 / defence 1.438 | Birmingham attack 0.826 / defence 0.784. League average goals — home 1.465 / away 1.283. Birmingham's defence strength of 0.784 is below average — they are conceding at a rate that inflates the home xG figure. Data: 12 Lincoln games / 58 Birmingham games used (CurrentSeason).
Result probabilities: Lincoln 24% | Draw 26% | Birmingham 50%. Fair-value odds: Lincoln 4.17 | Draw 3.85 | Birmingham 2.00. Birmingham hold a narrow Poisson edge at 50% — the draw (26%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 46% | BTTS probability 49% | Total xG 2.50. Over/Under 2.5 is close to a coin-flip at 46%/54% — the total xG of 2.50 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 49% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Our Verdict
Poisson rates Birmingham as the most likely outcome at 50% — moderate model lean. With a 26% draw probability, Draw No Bet on Birmingham offers a more defensible entry point than the straight win.
On the goals line, Poisson's 2.50 combined xG gives a 46% probability to Under 2.5 — Poisson-only — limited corroboration.
Poisson assigns a 49% probability to BTTS No based on the attack/defence strength model. This conflicts with form data: Lincoln 60% | Birmingham 60% from recent games — a notable divergence.
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💡 Key Insights
🏟️ Match Context
• Fixture: Lincoln vs Birmingham | Competition: Championship, Regular Season - 13 | Venue: Sincil Bank • Kick-off: Saturday 31 Oct 2026, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Lincoln 24% | Draw 26% | Birmingham 50% • Poisson goal markets: Over 2.5 46% | BTTS 49% | xG Lincoln 0.97 / Birmingham 1.52 • Poisson strength factors: Lincoln attack 0.847 / def 1.438 | Birmingham attack 0.826 / def 0.784 | league avg home 1.465 / away 1.283 • Poisson stance: Birmingham (50%) — moderate lean
🧮 Prediction Model
0.97
Lincoln xG
Expected Goals
1.52
Birmingham xG
49%
BTTS
71%
Over 1.5
46%
Over 2.5
24%
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 Birmingham kick off?
Lincoln vs Birmingham kicked off at 12:30 on Saturday 31 October 2026 at Sincil Bank.
What was the final score in Lincoln vs Birmingham?
Lincoln 1 - 3 Birmingham.
Where is Lincoln vs Birmingham being played?
The match is being played at Sincil Bank.
What competition is Lincoln vs Birmingham part of?
Lincoln vs Birmingham is a Regular Season - 13 fixture in the Championship (England).
Who is favourite to win Lincoln vs Birmingham?
Our statistical model gives Lincoln a 24% chance of winning, Birmingham a 50% chance, and a 26% chance of a draw — making Birmingham the favourite.
Will both teams score in Lincoln vs Birmingham?
Our model estimates a 49% probability that both Lincoln and Birmingham will score (BTTS).
Will Lincoln vs Birmingham have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 46%.
What is the head-to-head record between Lincoln and Birmingham?
Record (2 meetings): Lincoln 0W | Draws 0 | Birmingham 2W.
What form are Lincoln and Birmingham in?
Lincoln (all comps): 4W-3D-3L in 10 | 1.50 PPG | GF 1.10 / GA 1.50 | L5 L-L-L-D-W. Birmingham (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 1.80 / GA 1.00 | L5 D-W-W-W-L.
🧮 Model Insight
How the Model Works This Match
The model rates Lincoln's attack at 0.85x the league average against Birmingham's defence at 0.78x — combine the two and it projects 0.97 expected goals for the hosts. The same calculation in reverse, Birmingham's attack versus Lincoln's defence, projects 1.52 expected goals for the visitors.
These ratings are built from 12/58 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 13.8% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-1 (11.0%), 0-0 (9.8%). Those top three scorelines alone account for 35% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Birmingham Win
24%
4.15
26%
3.88
50%
2.00
Top 3 Most Likely Scorelines
0 – 1
12.5%
Away win
Most likely
1 – 1
12.2%
Draw
0 – 2
9.6%
Away win
Expected Goals & Win Odds
0.97
Lincoln xG
Total xG
2.50
1.52
Birmingham xG
4.15
24%
Home win
3.88
26%
Draw
2.00
50%
Away win
Goals Markets
71%
Over 1.5
1.41
29%
Under 1.5
3.45
46%
Over 2.5
2.17
54%
Under 2.5
1.85
24%
Over 3.5
4.17
76%
Under 3.5
1.32
11%
Over 4.5
9.09
89%
Under 4.5
1.12
Match Markets
Both Teams to Score
49%
BTTS Yes
2.06
51%
BTTS No
1.95
Clean Sheet
22%
4.60
38%
2.65
Win to Nil
5%
19.05
19%
5.28
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 8.2 | 12.5 | 9.6 | 4.9 | 1.9 | 0.6 |
| 1 | 8.0 | 12.2 | 9.3 | 4.7 | 1.8 | 0.6 |
| 2 | 3.9 | 5.9 | 4.5 | 2.3 | 0.9 | 0.3 |
| 3 | 1.3 | 1.9 | 1.5 | 0.7 | 0.3 | 0.1 |
| 4 | 0.3 | 0.5 | 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 Birmingham?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 13.8%.
How many goals are Lincoln and Birmingham expected to score?
The model projects 0.97 expected goals for Lincoln and 1.52 for Birmingham, a combined total of 2.50.
How confident is the prediction model for Lincoln vs Birmingham?
Not very — the model's leading outcome sits at just 50%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Form at a Glance
Across their last 58 outings, Lincoln have picked up 2.03 PPG on a 35W 13D 10L record — L-L-L-D-W 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.
Birmingham's form line: 22W 18D 18L from 58 games, 1.45 PPG, last five D-W-W-W-L. The sample for Birmingham 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 0.58 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Birmingham.
Venue Form
On home soil, Lincoln have posted 2.17 PPG from 29 outings (19W 6D 4L).
On the road, Birmingham have gone 8W 6D 15L from 29 away games — 1.03 PPG when travelling. That's a step down from their 1.45 PPG overall record — away form has been the weaker part of Birmingham's season.
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.
Goals in Recent Form
Lincoln are averaging 1.76 goals scored and 1.05 conceded per game recently; Birmingham are on 1.33 scored and 1.17 conceded.
Defensively: Lincoln have kept a clean sheet in 40% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 58 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Lincoln
Blended
Birmingham
Blended
❓ Frequently Asked Questions
What form are Lincoln and Birmingham in coming into this match?
Lincoln have gone 35W 13D 10L in their last 58 games (2.03 PPG), while Birmingham have gone 22W 18D 18L in their last 58 (1.45 PPG).
Which team has the better venue record — Lincoln at home or Birmingham away?
Lincoln's home record (2.17 PPG) is the stronger of the two venue-specific splits — Lincoln at home: 2.17 PPG; Birmingham away: 1.03 PPG.
Have Lincoln or Birmingham been keeping clean sheets recently?
Lincoln have kept a clean sheet in 40% of their recent games, Birmingham in 24%.
⚔️ Rivalry Insight
Fixture History
3 meetings separate these sides on the data we hold, the series stretching back to October 2024. The pairing has crossed competitions too — League One, Championship all feature in the head-to-head log. The two were last together as recently as 31 October 2026, so this form is fresh in the memory.
Streaks & Records
There's a clear current trend here: Birmingham have taken the last 3 head-to-head results.
Lincoln's record when hosting Birmingham specifically: 0W 0D 2L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 3 Meetings
0
Lincoln
0
Draws
3
Birmingham
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Lincoln and Birmingham?
From 3 meetings on record, Lincoln have won 0, Birmingham have won 3, and 0 have been drawn.
When did Lincoln and Birmingham last play each other?
They last met on 31 October 2026, when Lincoln 1-3 Birmingham.
Who has won more matches between Lincoln and Birmingham?
Birmingham have the better head-to-head record, with 3 wins from 3 meetings.
📈 Trading Insight
First-Half Patterns
Lincoln are typically involved in an early goal — the half-time board shows at least one in 83% of their matches. They've gone in front at half-time 66% of the time.
Birmingham are typically involved in an early goal — the half-time board shows at least one in 86% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 14% of those situations.
Full-Time Trends
BTTS sits in mixed territory for this pairing — Lincoln 62%, Birmingham 48% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 66% (Lincoln) and 45% (Birmingham). Stepping up a level, Over 3.5 has also landed reasonably often — 41% and 3% respectively — worth a look for goal-hungry markets.
On the defensive side: Lincoln keep a clean sheet in 31% of their matches; Birmingham in 38%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Lincoln home games / Birmingham away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Lincoln play Birmingham?
Yes — based on recent matches, both teams have scored in 62% of Lincoln's games and 48% of Birmingham's, a combined rate that favours BTTS Yes.
Is Lincoln vs Birmingham usually a high-scoring fixture?
Recent trends suggest it could be — Over 2.5 goals has landed in 66% of Lincoln's matches and 45% of Birmingham's.
Do Lincoln and Birmingham tend to score early?
Lincoln have had a goal before half-time in 83% of their recent matches, Birmingham in 86% — a useful reference point for first-half goal markets.
Birmingham cruise to a comfortable 1-3 victory over Lincoln.
📝 Match Report
How It Unfolded
Birmingham beat Lincoln 1-3 at Sincil Bank, Regular Season - 13, in the Championship. The remainder of the report sets that outcome against the pre-match model, the markets and the teams' data profiles.
The Model vs The Result
The Poisson model went into this projecting Lincoln 0.97 xG and Birmingham 1.52 xG, a combined 2.50. The scoreboard read 1-3 for 4 actual goals. Birmingham outscored their 1.52 projection by 1.5. Those figures were built on strength ratings of Lincoln attack 0.85 / defence 1.44 against Birmingham attack 0.83 / defence 0.78, drawn from 12/58 games (CurrentSeason).
On the result, the model split it Lincoln 24% | Draw 26% | Birmingham 50%, with Birmingham to win its most likely call at 50%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 46%. The game delivered 4, so it went over — against the model's lean. Over 1.5 had been 71% and landed. Over 3.5 was 24% and came in. On both teams to score, the model sat at 49% and the match saw both sides score — a miss on BTTS. Historically the two sides average 53% Over 2.5 across their same-competition games (Lincoln 55%, Birmingham 50%), a base rate that agreed with today's over. Their combined BTTS history runs at 53%, which matched the both-scored outcome.
Trading Patterns vs Reality
Lincoln's trading profile (58 games, 29 home) set some clear expectations: BTTS lands in 50% of their matches — today it did; they keep a clean sheet 40% of the time, and conceded here.
Birmingham's trading profile (58 games, 29 away) set some clear expectations: BTTS lands in 57% of their matches — today it did.
Form vs Result
On form, Lincoln arrived the stronger side — 2.03 PPG against 1.45. Form was overturned, with Birmingham winning despite arriving in poorer recent shape. Lincoln (home/away splits) managed 1 against a 2.07 scoring average — below par going forward and shipped 3 against a 1.14 concession average — a leakier day than usual. Birmingham (home/away splits) scored 3 against a 0.83 average — above their attacking norm.
Verdict
Grading the result against the stored data, 1 of 4 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (miss), form (miss). This one broke away from the data — most of the pre-match signals were overturned by how the ninety minutes actually played out.
💡 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.