Swindon Town 1-0 Bradford – Result & Analysis
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Poisson rates Bradford at 47% — current form provides partial corroboration, though signals are mixed in this Swindon Town vs Bradford encounter.
✍️ Match Preview
Pre-Match Analysis
Swindon Town and Bradford meet at The County Ground in League Two, Regular Season - 43. This fixture gets under way on Tuesday 18 April 2023 at 19:45 UTC.
Form & Momentum
Swindon Town have collected 0.70 PPG across 10 League Two outings this season: 1W 4D 5L. Last five: L L L L D. They are averaging 1.20 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.
Swindon Town at The County Ground this season: 2W 3D 5L from 10 home games — 0.90 PPG on home soil. At home they are averaging 1.50 goals scored and 1.40 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground.
Bradford (all games): 5W 5D 0L across 10 League Two outings this term — 2.00 points per game. Last five: D W D W W. They are scoring at 1.60 per game and conceding 0.60. Defensively, 0.60 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 6 clean sheets from 10 games (60%) is an exceptional defensive record — they are keeping clean sheets more often than not.
On the road, Bradford have gone 4W 5D 1L from 10 away fixtures this term (1.70 PPG). Away from home they average 1.00 goals scored and 0.40 conceded per game. 7 away clean sheets from 10 games (70%) — they are as difficult to score against on the road as they are at home. Away from home, both teams have scored in only 20% of games — a low rate that backs BTTS No when they travel.
On a straight form reading, Bradford are the stronger side — 1.30 PPG clear of the hosts (2.00 vs 0.70). Backing them with draw insurance is the conservative play if the outright away price appears short.
Head-to-Head
Neither side has dominated this fixture. The last 3 head-to-head meetings have produced 1 wins for Swindon Town, 1 for Bradford 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 3.0 per game across 3 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 25 Oct 2022, ended 1–1 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading
Swindon Town half-time and goal-timing data (87 games, 43 at home): they score before half-time in 56% of fixtures in home games; when goalless at HT, a second-half goal follows 73% of the time; BTTS occurs in 56% of their matches (home games); Over 2.5 goals lands in 56% of games (home games).
Bradford half-time and goal-timing data (87 games, 43 at away): they score before half-time in 54% of fixtures in away games; when goalless at HT, a second-half goal follows 53% of the time; BTTS occurs in 40% of their matches (away games); Over 2.5 goals lands in 40% of games (away games); they fail to score in 31% of games.
BTTS rates are mixed from the trading data — Swindon Town 58% versus Bradford 52%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Swindon Town 55% | Bradford 42%).
Poisson Model
The Poisson distribution model projects Swindon Town 0.78 xG and Bradford 1.30 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: Swindon Town attack 1.045 / defence 1.204 | Bradford attack 1.026 / defence 0.619. League average goals — home 1.199 / away 1.052. Bradford's defence strength of 0.619 is below average — they are conceding at a rate that inflates the home xG figure. Data: 87 Swindon Town games / 87 Bradford games used (CurrentSeason).
Result probabilities: Swindon Town 20% | Draw 33% | Bradford 47%. Fair-value odds: Swindon Town 5.00 | Draw 3.03 | Bradford 2.13. Bradford hold a narrow Poisson edge at 47% — the draw (33%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 34% | BTTS probability 41% | Total xG 2.07. Under 2.5 is the strongly backed market at 66% probability — total xG of 2.07 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match based on both sides' defensive quality. BTTS probability of 41% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Bradford are the pick at 47% — moderate model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 33% warrants consideration of Double Chance or Draw No Bet on Bradford if the outright odds are short.
On the goals line, Poisson's 2.07 combined xG gives a 34% probability to Under 2.5 — marginal — conflicting signals, supported by form averaging 2.1 goals per game — though H2H averaging only 3.0 goals per meeting points in the other direction.
The Poisson model's BTTS call is No at 41%. Form rates corroborate: Swindon Town 40% | Bradford 20% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Swindon Town vs Bradford | Competition: League Two, Regular Season - 43 | Venue: The County Ground • Kick-off: Tuesday 18 Apr 2023, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Swindon Town 20% | Draw 33% | Bradford 47% • Poisson goal markets: Over 2.5 34% | BTTS 41% | xG Swindon Town 0.78 / Bradford 1.30 • Poisson strength factors: Swindon Town attack 1.045 / def 1.204 | Bradford attack 1.026 / def 0.619 | league avg home 1.199 / away 1.052 • Poisson stance: Bradford (47%) — moderate lean
🧮 Prediction Model
0.78
Swindon Town xG
Expected Goals
1.30
Bradford xG
41%
BTTS
63%
Over 1.5
34%
Over 2.5
16%
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 Swindon Town vs Bradford kick off?
Swindon Town vs Bradford kicked off at 19:45 on Tuesday 18 April 2023 at The County Ground.
What was the final score in Swindon Town vs Bradford?
Swindon Town 1 - 0 Bradford.
Where is Swindon Town vs Bradford being played?
The match is being played at The County Ground.
What competition is Swindon Town vs Bradford part of?
Swindon Town vs Bradford is a Regular Season - 43 fixture in the League Two (England).
Who is favourite to win Swindon Town vs Bradford?
Our statistical model gives Swindon Town a 20% chance of winning, Bradford a 47% chance, and a 33% chance of a draw — making Bradford the favourite.
Will both teams score in Swindon Town vs Bradford?
Our model estimates a 41% probability that both Swindon Town and Bradford will score (BTTS).
Will Swindon Town vs Bradford have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 34%.
What is the head-to-head record between Swindon Town and Bradford?
Record (3 meetings): Swindon Town 1W | Draws 1 | Bradford 1W.
What form are Swindon Town and Bradford in?
Swindon Town (all comps): 1W-4D-5L in 10 | 0.70 PPG | GF 1.20 / GA 1.50 | L5 L-L-L-L-D. Bradford (all comps): 5W-5D-0L in 10 | 2.00 PPG | GF 1.60 / GA 0.60 | L5 D-W-D-W-W.
🧮 Model Insight
Where the Numbers Come From
Swindon Town's attacking strength (1.04x league average) is weighed against Bradford's defensive record (0.62x) to produce a home expected-goals figure of 0.78. Flip it around — Bradford's attack (1.03x) against Swindon Town's defence (1.20x) — and the away total comes out at 1.30.
These ratings are built from 87/87 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 0-1, at 14.7%. Close behind: 1-1 (14.3%), 0-0 (14.2%). Those top three scorelines alone account for 43% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bradford Win
20%
4.90
33%
3.07
47%
2.13
Top 3 Most Likely Scorelines
0 – 1
16.3%
Away win
Most likely
1 – 1
12.7%
Draw
0 – 0
12.6%
Draw
Expected Goals & Win Odds
0.78
Swindon Town xG
Total xG
2.07
1.30
Bradford xG
4.90
20%
Home win
3.07
33%
Draw
2.13
47%
Away win
Goals Markets
61%
Over 1.5
1.64
39%
Under 1.5
2.56
34%
Over 2.5
2.94
66%
Under 2.5
1.52
16%
Over 3.5
6.25
84%
Under 3.5
1.19
6%
Over 4.5
16.67
94%
Under 4.5
1.06
Match Markets
Both Teams to Score
41%
BTTS Yes
2.43
59%
BTTS No
1.70
Clean Sheet
27%
3.66
46%
2.17
Win to Nil
6%
17.95
22%
4.62
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.6 | 16.3 | 10.6 | 4.6 | 1.5 | 0.4 |
| 1 | 9.8 | 12.7 | 8.2 | 3.6 | 1.2 | 0.3 |
| 2 | 3.8 | 4.9 | 3.2 | 1.4 | 0.4 | 0.1 |
| 3 | 1.0 | 1.3 | 0.8 | 0.4 | 0.1 | – |
| 4 | 0.2 | 0.2 | 0.2 | 0.1 | – | – |
| 5 | – | – | – | – | – | – |
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 Swindon Town vs Bradford?
Our Poisson model rates 0-1 as the single most likely exact scoreline, at 14.7%.
How many goals are Swindon Town and Bradford expected to score?
The model projects 0.78 expected goals for Swindon Town and 1.30 for Bradford, a combined total of 2.07.
How confident is the prediction model for Swindon Town vs Bradford?
Not very — the model's leading outcome sits at just 47%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Swindon Town come into this having played 87 games, going 35W 24D 28L for 1.48 points per game. Their last five reads L-L-L-L-D.
On the other side, Bradford sit at 1.48 PPG from 87 outings (33W 30D 24L), a run that reads D-W-D-W-W across their last five.
There isn't much between them on recent form — 1.48 PPG for Swindon Town against 1.48 for Bradford. Neither side arrives with a clear form advantage.
How They Fare by Venue
Swindon Town's home form reads 17W 13D 13L across 43 games on their own ground, a 1.49 PPG return.
Away from home, Bradford have taken 1.53 points per game from 43 outings (18W 12D 13L).
Attack vs Defence
Swindon Town are averaging 1.46 goals scored and 1.18 conceded per game recently; Bradford are on 1.23 scored and 1.03 conceded.
Last 87 Results — League Two
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Swindon Town
Current Season
Bradford
Current Season
❓ Frequently Asked Questions
What form are Swindon Town and Bradford in coming into this match?
Swindon Town have gone 35W 24D 28L in their last 87 games (1.48 PPG), while Bradford have gone 33W 30D 24L in their last 87 (1.48 PPG).
Which team has the better venue record — Swindon Town at home or Bradford away?
Bradford's away record (1.53 PPG) is the stronger of the two venue-specific splits — Swindon Town at home: 1.49 PPG; Bradford away: 1.53 PPG.
Have Swindon Town or Bradford been keeping clean sheets recently?
Swindon Town have kept a clean sheet in 29% of their recent games, Bradford in 33%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 8 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 League Two. It has been a while since the last meeting — 12 April 2025, some 3 years back — so squads and form on both sides may look very different now.
Notable Numbers
Specifically as hosts in this fixture, Swindon Town have gone 3W 0D 1L from 4 meetings on their own ground against Bradford — worth weighing alongside the overall series record.
Last 8 Meetings
4
Swindon Town
1
Draws
3
Bradford
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Swindon Town and Bradford?
From 8 meetings on record, Swindon Town have won 4, Bradford have won 3, and 1 have been drawn.
When did Swindon Town and Bradford last play each other?
They last met on 12 April 2025, when Swindon Town 5-4 Bradford.
Who has won more matches between Swindon Town and Bradford?
Swindon Town have the better head-to-head record, with 4 wins from 8 meetings.
📈 Trading Insight
Early Goal Trends
Swindon Town see a goal before the break in 56% of their matches.
Bradford see a goal before the break in 54% of their matches. They've gone in front at half-time 30% of the time.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Swindon Town 56%, Bradford 40% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 56% (Swindon Town) and 40% (Bradford).
On the defensive side: Swindon Town keep a clean sheet in 35% of their matches; Bradford in 40%; Bradford in 42%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Swindon Town home games / Bradford away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Swindon Town play Bradford?
Not especially — both teams scoring has occurred in only 56% of Swindon Town's recent matches and 40% of Bradford's, a rate that leans toward BTTS No.
Is Swindon Town vs Bradford usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 56% of Swindon Town's recent games and 40% of Bradford's, pointing to a tighter contest.
Shock result as Swindon Town defy the odds to beat Bradford 1-0.
📝 Match Report
How It Unfolded
Swindon Town beat Bradford 1-0 at The County Ground, Regular Season - 43, in the League Two. 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 Swindon Town 0.78 xG and Bradford 1.30 xG, a combined 2.07. The scoreboard read 1-0 for 1 actual goal. Bradford landed 1.3 under their projected return. Those figures were built on strength ratings of Swindon Town attack 1.04 / defence 1.20 against Bradford attack 1.03 / defence 0.62, drawn from 87/87 games (CurrentSeason).
On the result, the model split it Swindon Town 20% | Draw 33% | Bradford 47%, with Bradford to win its most likely call at 47%. Instead the game produced a Swindon Town win, an outcome the model had rated at just 20% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 34%. The game delivered 1, so it stayed under — the model's lean was correct. Over 1.5 had been 63% and missed. On both teams to score, the model sat at 41% and the match did not — another call in the model's favour. Historically the two sides average 49% Over 2.5 across their same-competition games (Swindon Town 55%, Bradford 42%), a base rate that agreed with today's under. Their combined BTTS history runs at 55%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Swindon Town's trading profile (87 games, 43 home) set some clear expectations: BTTS lands in 58% of their matches — today it did not.
Bradford's trading profile (87 games, 43 away) set some clear expectations: BTTS lands in 52% of their matches — today it did not; they keep a clean sheet 33% of the time, and conceded here; they fail to score in 31% of games, a blank that repeated today.
Form vs Result
The form lines were close — Swindon Town 1.48 PPG, Bradford 1.48 PPG — offering no strong steer, and the Swindon Town win broke the near-deadlock. Swindon Town (home/away splits) conceded 0 against a 1.07 average — tighter than their form line. Bradford (home/away splits) managed 0 against a 1.12 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (hit). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 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.