Sunderland 1-2 Doncaster – Result & Analysis
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Poisson rates Sunderland at 78% — current form provides partial corroboration, though signals are mixed in this Sunderland vs Doncaster encounter.
✍️ Match Preview
Analysis
Doncaster make the trip to Stadium of Light to face Sunderland in League One, Regular Season - 31. The match kicks off on Saturday 5 February 2022 at 15:00 UTC.
Form & Momentum
Sunderland have collected 1.80 PPG across 10 League One outings this season: 5W 3D 2L. Last five: D L D W L. They are averaging 2.20 goals per game — a high-scoring output that makes them a genuine attacking threat in any fixture. 4 clean sheets in 10 games (40%) reflects a solid defensive base.
Sunderland at Stadium of Light this season: 7W 1D 2L from 10 home games — 2.20 PPG on home soil. They are averaging 2.30 goals per home game — a prolific scoring rate in front of their own fans. 6 clean sheets from 10 home games (60%) — they are an exceptionally hard side to score against at Stadium of Light. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.
Doncaster (all games): 2W 0D 8L across 10 League One outings this term — 0.60 points per game. Last five: L L W L L. Their scoring rate of 0.90 per game is modest, conceding 2.30 — not a side to back heavily on the Over 2.5 from their form alone. Conceding 2.30 per game is a high rate — their defensive vulnerabilities have been exposed regularly this season. 2 clean sheets from 10 outings suggests some defensive organisation.
Doncaster's form when playing away from home: 1W 1D 8L across 10 road games this term (0.40 PPG). Away from home they average 0.70 goals scored and 2.60 conceded per game.
The form ledger tips toward Sunderland. A 1.20 PPG lead over Doncaster (1.80 vs 0.60) is a consistent enough margin to carry weight. If the win odds appear compressed, Draw No Bet offers draw insurance at a lower cost than a full switch to Double Chance.
H2H History
The head-to-head record is closely matched — Sunderland lead 1W to 0W over the last 1 encounters, with 0 draws, though neither side has established a commanding advantage.
These two sides have produced goals at a consistent rate historically, averaging 3.0 per game across 1 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 27 Dec 2021, ended 3–0 with Sunderland winning.
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 Data
Sunderland goal-timing and half-time pattern breakdown (29 games, 14 at home): they score before half-time in 79% of fixtures in home games; when goalless at HT, a second-half goal follows 100% of the time; BTTS occurs in 43% of their matches (home games); Over 2.5 goals lands in 57% of games (home games); Over 3.5 in 38%.
Doncaster goal-timing and half-time pattern breakdown (29 games, 14 at away): they score before half-time in 71% of fixtures in away games; when goalless at HT, a second-half goal follows 80% of the time; BTTS occurs in 36% of their matches (away games); Over 2.5 goals lands in 50% of games (away games); they fail to score in 48% of games.
BTTS rates are mixed from the trading data — Sunderland 52% versus Doncaster 41%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Sunderland 66% | Doncaster 52%).
Poisson Model
The Poisson distribution model projects Sunderland 2.61 xG and Doncaster 0.72 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: Sunderland attack 1.385 / defence 0.859 | Doncaster attack 0.670 / defence 1.707. League average goals — home 1.103 / away 1.260. Sunderland carry an above-average attack strength of 1.385 — their λ of 2.61 reflects genuine attacking quality above the league norm. Doncaster bring a strong defensive rating of 1.707 — this is suppressing Sunderland's projected output below what their attack strength alone would suggest. Data: 29 Sunderland games / 29 Doncaster games used (CurrentSeason).
Result probabilities: Sunderland 78% | Draw 14% | Doncaster 8%. Fair-value odds: Sunderland 1.28 | Draw 7.14 | Doncaster 12.50. The model has a clear lean to Sunderland (78%) — a 70pp gap over the next-most-likely outcome reflects a meaningful statistical advantage.
Goals markets: Over 2.5 probability 65% | BTTS probability 48% | Total xG 3.33. Over 2.5 is the model's clear signal at 65% — a total xG of 3.33 means the expected score alone exceeds the 2.5 threshold, making the Over not just likely but structurally supported by both sides' attack/defence profiles. BTTS probability of 48% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Final Verdict
Poisson rates Sunderland as the most likely outcome at 78% — clear model lean. Current-season form corroborates the Poisson lean — partial multi-source support.
On the goals line, Poisson's 3.33 combined xG gives a 65% probability to Over 2.5 — reasonable, supported by form averaging 3.1 goals per game.
The Poisson model's BTTS call is No at 48%. Form rates corroborate: Sunderland 30% | Doncaster 40% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Sunderland vs Doncaster | Competition: League One, Regular Season - 31 | Venue: Stadium of Light • Kick-off: Saturday 5 Feb 2022, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Sunderland 78% | Draw 14% | Doncaster 8% • Poisson goal markets: Over 2.5 65% | BTTS 48% | xG Sunderland 2.61 / Doncaster 0.72 • Poisson strength factors: Sunderland attack 1.385 / def 0.859 | Doncaster attack 0.670 / def 1.707 | league avg home 1.103 / away 1.260 • Poisson stance: Sunderland (78%) — strong lean
🧮 Prediction Model
2.61
Sunderland xG
Expected Goals
0.72
Doncaster xG
48%
BTTS
85%
Over 1.5
65%
Over 2.5
43%
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 Sunderland vs Doncaster kick off?
Sunderland vs Doncaster kicked off at 15:00 on Saturday 5 February 2022 at Stadium of Light.
What was the final score in Sunderland vs Doncaster?
Sunderland 1 - 2 Doncaster.
Where is Sunderland vs Doncaster being played?
The match is being played at Stadium of Light.
What competition is Sunderland vs Doncaster part of?
Sunderland vs Doncaster is a Regular Season - 31 fixture in the League One (England).
Who is favourite to win Sunderland vs Doncaster?
Our statistical model gives Sunderland a 78% chance of winning, Doncaster a 8% chance, and a 14% chance of a draw — making Sunderland the favourite.
Will both teams score in Sunderland vs Doncaster?
Our model estimates a 48% probability that both Sunderland and Doncaster will score (BTTS).
Will Sunderland vs Doncaster have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 65%.
What is the head-to-head record between Sunderland and Doncaster?
Record (1 meetings): Sunderland 1W | Draws 0 | Doncaster 0W.
What form are Sunderland and Doncaster in?
Sunderland (all comps): 5W-3D-2L in 10 | 1.80 PPG | GF 2.20 / GA 1.50 | L5 D-L-D-W-L. Doncaster (all comps): 2W-0D-8L in 10 | 0.60 PPG | GF 0.90 / GA 2.30 | L5 L-L-W-L-L.
🧮 Model Insight
Where the Numbers Come From
The model rates Sunderland's attack at 1.39x the league average against Doncaster's defence at 1.71x — combine the two and it projects 2.61 expected goals for the hosts. Flip it around — Doncaster's attack (0.67x) against Sunderland's defence (0.86x) — and the away total comes out at 0.72.
These ratings are built from 29/29 games of current-season data — a full enough sample to trust.
Scoreline Breakdown
Of every possible scoreline, 2-0 carries the highest individual probability at 12.1% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 3-0 (10.6%), 2-1 (8.8%). 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
Sunderland Win
78%
1.29
14%
6.95
8%
12.55
Top 3 Most Likely Scorelines
2 – 0
12.1%
Home win
Most likely
3 – 0
10.6%
Home win
1 – 0
9.3%
Home win
Expected Goals & Win Odds
2.61
Sunderland xG
Total xG
3.33
0.72
Doncaster xG
1.29
78%
Home win
6.95
14%
Draw
12.55
8%
Away win
Goals Markets
85%
Over 1.5
1.18
15%
Under 1.5
6.67
65%
Over 2.5
1.54
35%
Under 2.5
2.86
43%
Over 3.5
2.33
57%
Under 3.5
1.75
24%
Over 4.5
4.17
76%
Under 4.5
1.32
Match Markets
Both Teams to Score
48%
BTTS Yes
2.09
52%
BTTS No
1.92
Clean Sheet
48%
2.06
7%
13.59
Win to Nil
38%
2.66
1%
170.46
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 3.6 | 2.6 | 0.9 | 0.2 | – | – |
| 1 | 9.3 | 6.7 | 2.4 | 0.6 | 0.1 | – |
| 2 | 12.1 | 8.8 | 3.2 | 0.8 | 0.1 | – |
| 3 | 10.6 | 7.6 | 2.8 | 0.7 | 0.1 | – |
| 4 | 6.9 | 5.0 | 1.8 | 0.4 | 0.1 | – |
| 5 | 3.6 | 2.6 | 0.9 | 0.2 | – | – |
Green = home win · Grey = draw · Amber = away win · White ring = most likely score
▶ Model Internals
❓ Frequently Asked Questions
What is the most likely scoreline for Sunderland vs Doncaster?
Our Poisson model rates 2-0 as the single most likely exact scoreline, at 12.1%.
How many goals are Sunderland and Doncaster expected to score?
The model projects 2.61 expected goals for Sunderland and 0.72 for Doncaster, a combined total of 3.33.
How confident is the prediction model for Sunderland vs Doncaster?
Reasonably confident — the model's leading outcome is rated at 78%, a clear lean rather than a toss-up.
📈 Form Insight
Recent Form Overview
Sunderland's recent record stands at 16W 6D 7L from 29 games, a 1.86 PPG return, with D-L-D-W-L in the last five.
Doncaster, meanwhile, have gone 5W 4D 20L across 29 games — 0.66 PPG, with L-L-W-L-L in their last five.
The points-per-game comparison favours Sunderland by 1.20 — a real, if not enormous, edge over Doncaster heading into this one.
How They Fare by Venue
At home specifically, Sunderland have managed 11W 1D 2L from 14 games — 2.43 PPG in front of their own supporters. That's noticeably better than their 1.86 PPG overall — Sunderland are a different proposition at home than their general record suggests.
Doncaster's away record stands at 1W 1D 12L across 14 trips, a 0.29 PPG haul.
Comparing the two in their relevant venue splits, Sunderland 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
Sunderland are averaging 1.83 goals scored and 1.34 conceded per game recently; Doncaster are on 0.69 scored and 1.97 conceded.
Last 29 Results — League One
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Sunderland
Current Season
Doncaster
Current Season
❓ Frequently Asked Questions
What form are Sunderland and Doncaster in coming into this match?
Sunderland have gone 16W 6D 7L in their last 29 games (1.86 PPG), while Doncaster have gone 5W 4D 20L in their last 29 (0.66 PPG).
Which team has the better venue record — Sunderland at home or Doncaster away?
Sunderland's home record (2.43 PPG) is the stronger of the two venue-specific splits — Sunderland at home: 2.43 PPG; Doncaster away: 0.29 PPG.
Have Sunderland or Doncaster been keeping clean sheets recently?
Sunderland have kept a clean sheet in 31% of their recent games, Doncaster in 17%.
⚔️ Rivalry Insight
The Rivalry So Far
These sides have met 2 times that we have on record, stretching back to December 2021 — 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 — 5 February 2022, some 1 year back — so squads and form on both sides may look very different now.
Last 2 Meetings
1
Sunderland
0
Draws
1
Doncaster
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Sunderland and Doncaster?
From 2 meetings on record, Sunderland have won 1, Doncaster have won 1, and 0 have been drawn.
When did Sunderland and Doncaster last play each other?
They last met on 5 February 2022, when Sunderland 1-2 Doncaster.
📈 Trading Insight
Early Goal Trends
Sunderland are typically involved in an early goal — the half-time board shows at least one in 79% of their matches. They've gone in front at half-time 50% of the time.
Doncaster are typically involved in an early goal — the half-time board shows at least one in 71% of their matches.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Sunderland 43%, Doncaster 36% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 57% (Sunderland) and 50% (Doncaster).
On the defensive side: Sunderland keep a clean sheet in 50% of their matches; Doncaster in 57%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Sunderland home games / Doncaster away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Sunderland play Doncaster?
Not especially — both teams scoring has occurred in only 43% of Sunderland's recent matches and 36% of Doncaster's, a rate that leans toward BTTS No.
Is Sunderland vs Doncaster usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 57% of Sunderland's recent games and 50% of Doncaster's, pointing to a tighter contest.
Do Sunderland and Doncaster tend to score early?
Sunderland have had a goal before half-time in 79% of their recent matches, Doncaster in 71% — a useful reference point for first-half goal markets.
Shock result as Doncaster defy the odds to beat Sunderland 1-2.
📝 Match Report
How It Unfolded
Doncaster beat Sunderland 1-2 at Stadium of Light, Regular Season - 31, 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 Sunderland 2.61 xG and Doncaster 0.72 xG, a combined 3.33. The scoreboard read 1-2 for 3 actual goals. Sunderland fell 1.6 short of their projected output. Doncaster outscored their 0.72 projection by 1.3. Those figures were built on strength ratings of Sunderland attack 1.39 / defence 0.86 against Doncaster attack 0.67 / defence 1.71, drawn from 29/29 games (CurrentSeason).
On the result, the model split it Sunderland 78% | Draw 14% | Doncaster 8%, with Sunderland to win its most likely call at 78%. Instead the game produced a Doncaster win, an outcome the model had rated at just 8% — a clear break from expectation and a genuine upset by the numbers.
Goals & Markets
The model rated Over 2.5 goals at 65%. The game delivered 3, so it went over — a call the model got right. Over 1.5 had been 85% and landed. Over 3.5 was 43% and did not. On both teams to score, the model sat at 48% and the match saw both sides score — a miss on BTTS. Historically the two sides average 59% Over 2.5 across their same-competition games (Sunderland 66%, Doncaster 52%), a base rate that agreed with today's over. Their combined BTTS history runs at 47%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Sunderland's trading profile (29 games, 14 home) set some clear expectations: BTTS lands in 52% of their matches — today it did; they keep a clean sheet 31% of the time, and conceded here.
Doncaster's trading profile (29 games, 14 away) set some clear expectations: BTTS lands in 41% of their matches — today it did.
Form vs Result
On form, Sunderland arrived the stronger side — 1.86 PPG against 0.66. Form was overturned, with Doncaster winning despite arriving in poorer recent shape. Sunderland (home/away splits) managed 1 against a 2.21 scoring average — below par going forward and shipped 2 against a 0.64 concession average — a leakier day than usual. Doncaster (home/away splits) scored 2 against a 0.57 average — above their attacking norm and conceded 1 against a 2.36 average — tighter than their form line.
Verdict
Grading the result against the stored data, 1 of 4 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (miss), form (miss). The data was on the wrong side of this result more often than not — a reminder that a single match sits well inside the model's variance.
💡 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.