Bradford 1-0 Northampton – Result & Analysis
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Poisson rates Bradford at 61% — current form provides partial corroboration, though signals are mixed in this Bradford vs Northampton encounter.
✍️ Match Preview
Full Analysis
Valley Parade plays host to Bradford versus Northampton in League One, Regular Season - 41. Kick-off: Friday 3 April 2026 at 15:00 UTC.
Form & Momentum
Bradford have collected 1.60 PPG across 10 League One outings this season: 5W 1D 4L. Last five: W W L D L. They are averaging 1.20 goals per game and conceding 1.10 — 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.
Bradford's form when playing at home: 8W 1D 1L across 10 games at Valley Parade this term (2.50 PPG). At home they are averaging 1.40 goals scored and 0.50 conceded per game. 6 clean sheets from 10 home games (60%) — they are an exceptionally hard side to score against at Valley Parade. Their home PPG of 2.50 is noticeably stronger than their overall 1.60 — Bradford are significantly better at Valley Parade than their overall form suggests.
Northampton (all games): 1W 2D 7L across 10 League One outings this term — 0.50 points per game. Last five: D L L L L. Their scoring rate of 0.70 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.
Northampton away from home this season: 0W 3D 7L from 10 away games — 0.30 PPG on the road. Away from home they average 0.50 goals scored and 1.90 conceded per game.
The points-per-game gap of 1.10 in Bradford's favour (1.60 vs 0.50) is a statistically meaningful difference. The hosts are the form pick here, with draw protection the sensible hedge given the away side's competitiveness.
H2H History
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 5 meetings: Bradford 1W, Northampton 1W, 3D.
Historically, goals have been at a premium in this fixture — just 1.8 per game from 5 meetings. The Under 2.5 has a clear base rate from the H2H record alone. The most recent clash, on 9 Aug 2025, ended 0–0 with a draw.
With a balanced win record and just 1.8 goals per game historically, the H2H points toward a tight, low-scoring contest. Under 2.5 goals has the strongest statistical grounding from the fixture history regardless of which side wins.
Trading Data
Bradford goal-timing and half-time pattern breakdown (85 games, 42 at home): they score before half-time in 69% of fixtures in home games; when goalless at HT, a second-half goal follows 71% of the time; BTTS occurs in 50% of their matches (home games); Over 2.5 goals lands in 48% of games (home games).
Northampton goal-timing and half-time pattern breakdown (85 games, 42 at away): they score before half-time in 64% of fixtures in away games; when goalless at HT, a second-half goal follows 62% of the time; BTTS occurs in 52% of their matches (away games); Over 2.5 goals lands in 52% of games (away games); they fail to score in 39% of games.
BTTS rates are mixed from the trading data — Bradford 54% versus Northampton 49%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bradford 49% | Northampton 46%).
Poisson Model
The Poisson distribution model projects Bradford 1.61 xG and Northampton 0.64 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: Bradford attack 0.908 / defence 0.797 | Northampton attack 0.719 / defence 1.249. League average goals — home 1.420 / away 1.122. Northampton bring a strong defensive rating of 1.249 — this is suppressing Bradford's projected output below what their attack strength alone would suggest. Bradford's defence rating of 0.797 is below average — the home backline is amplifying the visitor's projected output. Data: 39 Bradford games / 85 Northampton games used (CurrentSeason).
Result probabilities: Bradford 61% | Draw 25% | Northampton 15%. Fair-value odds: Bradford 1.64 | Draw 4.00 | Northampton 6.67. The model has a clear lean to Bradford (61%) — a 46pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 39% | BTTS probability 38% | Total xG 2.25. Under 2.5 has a narrow probability edge at 61% — total xG of 2.25 is below the line but not decisively so. BTTS probability of 38% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Bradford as the most likely outcome at 61% — 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.
The Poisson model projects 2.25 xG in total — Under 2.5 at 39% — strong confidence, supported by form averaging 2.1 goals per game and H2H averaging 1.8 goals per meeting.
Poisson assigns a 38% probability to BTTS No based on the attack/defence strength model. Form rates corroborate: Bradford 40% | Northampton 40% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Bradford vs Northampton | Competition: League One, Regular Season - 41 | Venue: Valley Parade • Kick-off: Friday 3 Apr 2026, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Bradford 61% | Draw 25% | Northampton 15% • Poisson goal markets: Over 2.5 39% | BTTS 38% | xG Bradford 1.61 / Northampton 0.64 • Poisson strength factors: Bradford attack 0.908 / def 0.797 | Northampton attack 0.719 / def 1.249 | league avg home 1.420 / away 1.122 • Poisson stance: Bradford (61%) — strong lean
🧮 Prediction Model
1.61
Bradford xG
Expected Goals
0.64
Northampton xG
38%
BTTS
66%
Over 1.5
39%
Over 2.5
19%
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 Bradford vs Northampton kick off?
Bradford vs Northampton kicked off at 15:00 on Friday 3 April 2026 at Valley Parade.
What was the final score in Bradford vs Northampton?
Bradford 1 - 0 Northampton.
Where is Bradford vs Northampton being played?
The match is being played at Valley Parade.
What competition is Bradford vs Northampton part of?
Bradford vs Northampton is a Regular Season - 41 fixture in the League One (England).
Who is favourite to win Bradford vs Northampton?
Our statistical model gives Bradford a 61% chance of winning, Northampton a 15% chance, and a 25% chance of a draw — making Bradford the favourite.
Will both teams score in Bradford vs Northampton?
Our model estimates a 38% probability that both Bradford and Northampton will score (BTTS).
Will Bradford vs Northampton have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 39%.
What is the head-to-head record between Bradford and Northampton?
Record (5 meetings): Bradford 1W | Draws 3 | Northampton 1W.
What form are Bradford and Northampton in?
Bradford (all comps): 5W-1D-4L in 10 | 1.60 PPG | GF 1.20 / GA 1.10 | L5 W-W-L-D-L. Northampton (all comps): 1W-2D-7L in 10 | 0.50 PPG | GF 0.70 / GA 1.80 | L5 D-L-L-L-L.
🧮 Model Insight
Where the Numbers Come From
Bradford's attacking strength (0.91x league average) is weighed against Northampton's defensive record (1.25x) to produce a home expected-goals figure of 1.61. Flip it around — Northampton's attack (0.72x) against Bradford's defence (0.80x) — and the away total comes out at 0.64.
These ratings are built from 39/85 games of current-season data — a full enough sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 1-0, at 15.5%. Close behind: 2-0 (13.6%), 1-1 (12.3%). Those top three scorelines alone account for 41% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Bradford Win
61%
1.64
25%
4.07
15%
6.84
Top 3 Most Likely Scorelines
1 – 0
16.9%
Home win
Most likely
2 – 0
13.6%
Home win
1 – 1
10.9%
Draw
Expected Goals & Win Odds
1.61
Bradford xG
Total xG
2.25
0.64
Northampton xG
1.64
61%
Home win
4.07
25%
Draw
6.84
15%
Away win
Goals Markets
66%
Over 1.5
1.52
34%
Under 1.5
2.94
39%
Over 2.5
2.56
61%
Under 2.5
1.64
19%
Over 3.5
5.26
81%
Under 3.5
1.23
8%
Over 4.5
12.50
92%
Under 4.5
1.09
Match Markets
Both Teams to Score
38%
BTTS Yes
2.64
62%
BTTS No
1.61
Clean Sheet
53%
1.90
20%
5.01
Win to Nil
32%
3.12
3%
34.25
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 10.5 | 6.7 | 2.2 | 0.5 | 0.1 | – |
| 1 | 16.9 | 10.9 | 3.5 | 0.7 | 0.1 | – |
| 2 | 13.6 | 8.8 | 2.8 | 0.6 | 0.1 | – |
| 3 | 7.3 | 4.7 | 1.5 | 0.3 | 0.1 | – |
| 4 | 2.9 | 1.9 | 0.6 | 0.1 | – | – |
| 5 | 1.0 | 0.6 | 0.2 | – | – | – |
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 Bradford vs Northampton?
Our Poisson model rates 1-0 as the single most likely exact scoreline, at 15.5%.
How many goals are Bradford and Northampton expected to score?
The model projects 1.61 expected goals for Bradford and 0.64 for Northampton, a combined total of 2.25.
How confident is the prediction model for Bradford vs Northampton?
Reasonably confident — the model's leading outcome is rated at 61%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Across their last 85 outings, Bradford have picked up 1.68 PPG on a 41W 20D 24L record — W-W-L-D-L across the most recent five.
Northampton's form line: 21W 23D 41L from 85 games, 1.01 PPG, last five D-L-L-L-L.
Put side by side, Bradford are the form team by 0.67 points per game — a gap wide enough to matter, though form alone rarely tells the whole story against Northampton.
How They Fare by Venue
On home soil, Bradford have posted 2.38 PPG from 42 outings (31W 7D 4L). That's noticeably better than their 1.68 PPG overall — Bradford are a different proposition at home than their general record suggests.
On the road, Northampton have gone 8W 12D 22L from 42 away games — 0.86 PPG when travelling.
Comparing the two in their relevant venue splits, Bradford 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
Bradford are averaging 1.33 goals scored and 1.05 conceded per game recently; Northampton are on 0.95 scored and 1.44 conceded.
Last 85 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Bradford
Current Season
Northampton
Current Season
❓ Frequently Asked Questions
What form are Bradford and Northampton in coming into this match?
Bradford have gone 41W 20D 24L in their last 85 games (1.68 PPG), while Northampton have gone 21W 23D 41L in their last 85 (1.01 PPG).
Which team has the better venue record — Bradford at home or Northampton away?
Bradford's home record (2.38 PPG) is the stronger of the two venue-specific splits — Bradford at home: 2.38 PPG; Northampton away: 0.86 PPG.
Have Bradford or Northampton been keeping clean sheets recently?
Bradford have kept a clean sheet in 34% of their recent games, Northampton in 25%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 6 times that we have on record, stretching back to November 2021 — a rivalry that has played out across roughly 4 years. The pairing has crossed competitions too — League Two, League One all feature in the head-to-head log. They last met on 3 April 2026, roughly 5 months ago.
Notable Numbers
Specifically as hosts in this fixture, Bradford have gone 1W 1D 1L from 3 meetings on their own ground against Northampton — worth weighing alongside the overall series record.
Last 6 Meetings
2
Bradford
3
Draws
1
Northampton
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Bradford and Northampton?
From 6 meetings on record, Bradford have won 2, Northampton have won 1, and 3 have been drawn.
When did Bradford and Northampton last play each other?
They last met on 3 April 2026, when Bradford 1-0 Northampton.
Who has won more matches between Bradford and Northampton?
Bradford have the better head-to-head record, with 2 wins from 6 meetings.
📈 Trading Insight
Early Goal Trends
Bradford are typically involved in an early goal — the half-time board shows at least one in 69% of their matches. They've gone in front at half-time 55% of the time.
Northampton are typically involved in an early goal — the half-time board shows at least one in 64% of their matches.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Bradford 50%, Northampton 52% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 48% (Bradford) and 52% (Northampton).
On the defensive side: Bradford keep a clean sheet in 48% of their matches; Northampton in 36%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Bradford home games / Northampton away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Bradford play Northampton?
Not especially — both teams scoring has occurred in only 50% of Bradford's recent matches and 52% of Northampton's, a rate that leans toward BTTS No.
Is Bradford vs Northampton usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 48% of Bradford's recent games and 52% of Northampton's, pointing to a tighter contest.
Do Bradford and Northampton tend to score early?
Bradford have had a goal before half-time in 69% of their recent matches, Northampton in 64% — a useful reference point for first-half goal markets.
Prediction vindicated as Bradford edge out Northampton 1-0.
📝 Match Report
How It Unfolded
Bradford beat Northampton 1-0 at Valley Parade, Regular Season - 41, in the League One. With the result on the board, the sections below measure it against everything the model and the numbers projected in advance.
The Model vs The Result
The Poisson model went into this projecting Bradford 1.61 xG and Northampton 0.64 xG, a combined 2.25. The scoreboard read 1-0 for 1 actual goal. Both sides finished within a goal of their individual projections, so the scoreline sat close to the model's expected shape. Those figures were built on strength ratings of Bradford attack 0.91 / defence 0.80 against Northampton attack 0.72 / defence 1.25, drawn from 39/85 games (CurrentSeason).
On the result, the model split it Bradford 61% | Draw 25% | Northampton 15%, with Bradford to win its most likely call at 61%. That is exactly how it finished — the model's leading outcome was vindicated.
Goals & Markets
The model rated Over 2.5 goals at 39%. The game delivered 1, so it stayed under — a call the model got right. Over 1.5 had been 66% and missed. On both teams to score, the model sat at 38% and the match did not — another call in the model's favour. Historically the two sides average 48% Over 2.5 across their same-competition games (Bradford 49%, Northampton 46%), a base rate that agreed with today's under. Their combined BTTS history runs at 52%, which did not match the one-sided outcome.
Trading Patterns vs Reality
Bradford's trading profile (85 games, 42 home) set some clear expectations: BTTS lands in 54% of their matches — today it did not; they keep a clean sheet 34% of the time, and duly kept one.
Northampton's trading profile (85 games, 42 away) set some clear expectations: BTTS lands in 49% of their matches — today it did not; they fail to score in 39% of games, a blank that repeated today.
Form vs Result
On form, Bradford arrived the stronger side — 1.68 PPG against 1.01. That form edge translated into the three points. Northampton (home/away splits) managed 0 against a 0.90 scoring average — below par going forward.
Verdict
Grading the result against the stored data, 4 of 4 pre-match signals came in: result (hit), Over 2.5 (hit), BTTS (hit), form (hit). The numbers read this fixture well — the outcome largely followed the script the data laid out beforehand.
💡 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.