Cardiff 2-1 Stoke City – Result & Analysis
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Poisson rates Cardiff at 37% — current form provides partial corroboration, though signals are mixed in this Cardiff vs Stoke City encounter.
✍️ Match Preview
Pre-Match Analysis
Cardiff and Stoke City meet at Cardiff City Stadium in Championship, Regular Season - 38. This fixture gets under way on Wednesday 16 March 2022 at 19:45 UTC.
Form
Cardiff (all games): 5W 2D 3L across 10 Championship fixtures this term — 1.70 PPG. Last five: L L W W D. They are averaging 1.30 goals per game and conceding 0.70 — a modest attacking output that tempers optimism on the Over 2.5 market. Defensively, conceding just 0.70 per game is an exceptional defensive record — one of the tightest in the division. 5 clean sheets from 10 games (50%) is a standout defensive return — they are keeping their net clean in more than half their matches.
Cardiff's form when playing at home: 4W 2D 4L across 10 games at Cardiff City Stadium this term (1.40 PPG). At home they are averaging 1.20 goals scored and 0.80 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.
Stoke City have collected 0.80 PPG across 10 Championship outings this season: 1W 5D 4L. Last five: L L L D D. Their scoring rate of 1.30 per game is modest, conceding 1.40 — 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. Both teams have scored in 70% of their games — a noteworthy BTTS rate that supports the Yes market.
Stoke City's away record: 3W 4D 3L from 10 road trips in Championship this season (1.30 PPG). Away from home they average 1.20 goals scored and 1.00 conceded per game. Their away PPG of 1.30 exceeds their overall 0.80 — they actually perform better on the road than their aggregate form implies.
Form favours the hosts. Cardiff's 1.70 PPG return is 0.90 points per game ahead of Stoke City's 0.80 — a genuine gap in recent results that provides a statistically grounded case for backing the home side.
Head-to-Head
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 1 meetings: Cardiff 0W, Stoke City 0W, 1D.
Attacking output has been a hallmark of this fixture. At 6.0 goals per game across 1 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 30 Oct 2021, ended 3–3 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 6.0 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading & In-Play
Cardiff — key trading statistics (36 games, 18 at home): they score before half-time in 72% of fixtures in home games; when goalless at HT, a second-half goal follows 91% of the time; two or more arrive in the second half on 64% of those occasions; BTTS occurs in 33% of their matches (home games); Over 2.5 goals lands in 39% of games (home games); they fail to score in 36% of games.
Stoke City — key trading statistics (36 games, 18 at away): they score before half-time in 67% of fixtures in away games; when goalless at HT, a second-half goal follows 88% of the time; BTTS occurs in 56% of their matches (away games); Over 2.5 goals lands in 44% of games (away games).
BTTS rates are mixed from the trading data — Cardiff 50% versus Stoke City 53%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cardiff 56% | Stoke City 47%).
Poisson Model
The Poisson distribution model projects Cardiff 1.09 xG and Stoke City 1.00 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: Cardiff attack 0.867 / defence 0.994 | Stoke City attack 0.952 / defence 1.186. League average goals — home 1.061 / away 1.059. Data: 37 Cardiff games / 36 Stoke City games used (CurrentSeason).
Result probabilities: Cardiff 37% | Draw 30% | Stoke City 33%. Fair-value odds: Cardiff 2.70 | Draw 3.33 | Stoke City 3.03. This is a low-confidence result — no outcome exceeds 45%. The draw at 30% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 35% | BTTS probability 42% | Total xG 2.09. Under 2.5 is the strongly backed market at 65% probability — total xG of 2.09 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 42% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Cardiff are the pick at 37% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 30% warrants consideration of Double Chance or Draw No Bet on Cardiff 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.
Poisson projects 2.09 total expected goals, pointing to Under 2.5 at 35% probability — reasonable conviction, supported by form averaging 2.1 goals per game.
On the BTTS market, Poisson puts 42% on No. Form rates corroborate: Cardiff 30% | Stoke City 50% BTTS from recent games.
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.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Stoke City | Competition: Championship, Regular Season - 38 | Venue: Cardiff City Stadium • Kick-off: Wednesday 16 Mar 2022, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cardiff 37% | Draw 30% | Stoke City 33% • Poisson goal markets: Over 2.5 35% | BTTS 42% | xG Cardiff 1.09 / Stoke City 1.00 • Poisson strength factors: Cardiff attack 0.867 / def 0.994 | Stoke City attack 0.952 / def 1.186 | league avg home 1.061 / away 1.059 • Poisson stance: Cardiff (37%) — low confidence — close contest
🧮 Prediction Model
1.09
Cardiff xG
Expected Goals
1.00
Stoke City xG
42%
BTTS
62%
Over 1.5
35%
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 Cardiff vs Stoke City kick off?
Cardiff vs Stoke City kicked off at 19:45 on Wednesday 16 March 2022 at Cardiff City Stadium.
What was the final score in Cardiff vs Stoke City?
Cardiff 2 - 1 Stoke City.
Where is Cardiff vs Stoke City being played?
The match is being played at Cardiff City Stadium.
What competition is Cardiff vs Stoke City part of?
Cardiff vs Stoke City is a Regular Season - 38 fixture in the Championship (England).
Who is favourite to win Cardiff vs Stoke City?
Our statistical model gives Cardiff a 37% chance of winning, Stoke City a 33% chance, and a 30% chance of a draw — making Cardiff the favourite.
Will both teams score in Cardiff vs Stoke City?
Our model estimates a 42% probability that both Cardiff and Stoke City will score (BTTS).
Will Cardiff vs Stoke City have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 35%.
What is the head-to-head record between Cardiff and Stoke City?
Record (1 meetings): Cardiff 0W | Draws 1 | Stoke City 0W.
What form are Cardiff and Stoke City in?
Cardiff (all comps): 5W-2D-3L in 10 | 1.70 PPG | GF 1.30 / GA 0.70 | L5 L-L-W-W-D. Stoke City (all comps): 1W-5D-4L in 10 | 0.80 PPG | GF 1.30 / GA 1.40 | L5 L-L-L-D-D.
🧮 Model Insight
Behind the Numbers
Cardiff's attacking strength (0.87x league average) is weighed against Stoke City's defensive record (1.19x) to produce a home expected-goals figure of 1.09. Flip it around — Stoke City's attack (0.95x) against Cardiff's defence (0.99x) — and the away total comes out at 1.00.
These ratings are built from 37/36 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 15.2%. Close behind: 0-0 (14.1%), 1-0 (11.7%). 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
Cardiff Win
37%
2.68
30%
3.34
33%
3.06
Top 3 Most Likely Scorelines
1 – 0
13.5%
Home win
Most likely
1 – 1
13.5%
Draw
0 – 1
12.4%
Away win
Expected Goals & Win Odds
1.09
Cardiff xG
Total xG
2.09
1.00
Stoke City xG
2.68
37%
Home win
3.34
30%
Draw
3.06
33%
Away win
Goals Markets
62%
Over 1.5
1.61
38%
Under 1.5
2.63
35%
Over 2.5
2.86
65%
Under 2.5
1.54
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
42%
BTTS Yes
2.38
58%
BTTS No
1.72
Clean Sheet
37%
2.72
34%
2.98
Win to Nil
14%
7.29
11%
9.10
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 12.3 | 12.4 | 6.2 | 2.1 | 0.5 | 0.1 |
| 1 | 13.5 | 13.5 | 6.7 | 2.3 | 0.6 | 0.1 |
| 2 | 7.3 | 7.4 | 3.7 | 1.2 | 0.3 | 0.1 |
| 3 | 2.7 | 2.7 | 1.3 | 0.4 | 0.1 | – |
| 4 | 0.7 | 0.7 | 0.4 | 0.1 | – | – |
| 5 | 0.2 | 0.2 | 0.1 | – | – | – |
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 Cardiff vs Stoke City?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 15.2%.
How many goals are Cardiff and Stoke City expected to score?
The model projects 1.09 expected goals for Cardiff and 1.00 for Stoke City, a combined total of 2.09.
How confident is the prediction model for Cardiff vs Stoke City?
Not very — the model's leading outcome sits at just 37%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Across their last 36 outings, Cardiff have picked up 1.17 PPG on a 12W 6D 18L record — L-L-W-W-D across the most recent five.
Stoke City's form line: 12W 10D 14L from 36 games, 1.28 PPG, last five L-L-L-D-D.
There isn't much between them on recent form — 1.17 PPG for Cardiff against 1.28 for Stoke City. Neither side arrives with a clear form advantage.
Home & Away Splits
On home soil, Cardiff have posted 1.11 PPG from 18 outings (6W 2D 10L).
On the road, Stoke City have gone 5W 6D 7L from 18 away games — 1.17 PPG when travelling.
Scoring & Defensive Trends
Cardiff are averaging 1.17 goals scored and 1.50 conceded per game recently; Stoke City are on 1.25 scored and 1.17 conceded.
Last 36 Results — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Current Season
Stoke City
Current Season
❓ Frequently Asked Questions
What form are Cardiff and Stoke City in coming into this match?
Cardiff have gone 12W 6D 18L in their last 36 games (1.17 PPG), while Stoke City have gone 12W 10D 14L in their last 36 (1.28 PPG).
Which team has the better venue record — Cardiff at home or Stoke City away?
Stoke City's away record (1.17 PPG) is the stronger of the two venue-specific splits — Cardiff at home: 1.11 PPG; Stoke City away: 1.17 PPG.
Have Cardiff or Stoke City been keeping clean sheets recently?
Cardiff have kept a clean sheet in 17% of their recent games, Stoke City in 31%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 8 times since October 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Championship. 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.
Records & Recent Trends
Specifically as hosts in this fixture, Cardiff have gone 2W 1D 1L from 4 meetings on their own ground against Stoke City — worth weighing alongside the overall series record.
Last 8 Meetings
2
Cardiff
5
Draws
1
Stoke City
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cardiff and Stoke City?
From 8 meetings on record, Cardiff have won 2, Stoke City have won 1, and 5 have been drawn.
When did Cardiff and Stoke City last play each other?
They last met on 12 April 2025, when Cardiff 0-1 Stoke City.
Who has won more matches between Cardiff and Stoke City?
Cardiff have the better head-to-head record, with 2 wins from 8 meetings.
📈 Trading Insight
How These Sides Start
Cardiff are typically involved in an early goal — the half-time board shows at least one in 72% of their matches. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 11% of those situations.
Stoke City are typically involved in an early goal — the half-time board shows at least one in 67% of their matches. They've gone in front at half-time 33% of the time.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Cardiff 33%, Stoke City 56% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 39% (Cardiff) and 44% (Stoke City).
On the defensive side: Cardiff have failed to score in 50% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cardiff home games / Stoke City away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Cardiff play Stoke City?
Not especially — both teams scoring has occurred in only 33% of Cardiff's recent matches and 56% of Stoke City's, a rate that leans toward BTTS No.
Is Cardiff vs Stoke City usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 39% of Cardiff's recent games and 44% of Stoke City's, pointing to a tighter contest.
Do Cardiff and Stoke City tend to score early?
Cardiff have had a goal before half-time in 72% of their recent matches, Stoke City in 67% — a useful reference point for first-half goal markets.
Prediction vindicated as Cardiff edge out Stoke City 2-1.
📝 Match Report
How It Unfolded
Cardiff beat Stoke City 2-1 at Cardiff City Stadium, Regular Season - 38, 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 Cardiff 1.09 xG and Stoke City 1.00 xG, a combined 2.09. The scoreboard read 2-1 for 3 actual goals. Cardiff beat their projection by 0.9 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Cardiff attack 0.87 / defence 0.99 against Stoke City attack 0.95 / defence 1.19, drawn from 37/36 games (CurrentSeason).
On the result, the model split it Cardiff 37% | Draw 30% | Stoke City 33%, with Cardiff to win its most likely call at 37%. The result followed the model's preferred path, landing its top-rated outcome.
Goals & Markets
The model rated Over 2.5 goals at 35%. The game delivered 3, so it went over — against the model's lean. Over 1.5 had been 62% and landed. On both teams to score, the model sat at 42% and the match saw both sides score — a miss on BTTS. Historically the two sides average 51% Over 2.5 across their same-competition games (Cardiff 56%, Stoke City 47%), a base rate that agreed with today's over. Their combined BTTS history runs at 51%, which matched the both-scored outcome.
Trading Patterns vs Reality
Cardiff's trading profile (36 games, 18 home) set some clear expectations: BTTS lands in 50% of their matches — today it did.
Stoke City's trading profile (36 games, 18 away) set some clear expectations: BTTS lands in 53% of their matches — today it did; they keep a clean sheet 31% of the time, and conceded here.
Form vs Result
The form lines were close — Cardiff 1.17 PPG, Stoke City 1.28 PPG — offering no strong steer, and the Cardiff win broke the near-deadlock. Cardiff (home/away splits) scored 2 against a 1.00 average — above their attacking norm. Stoke City (home/away splits) shipped 2 against a 1.17 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (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.