Cardiff 1-1 Stoke City – Result & Analysis
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Poisson model rates Stoke City at 53%, yet other data sources diverge — this Cardiff vs Stoke City fixture contains genuine analytical tension.
✍️ Match Preview
Pre-Match Analysis
Cardiff and Stoke City meet at Cardiff City Stadium in Championship, Regular Season - 44. This fixture gets under way on Saturday 22 April 2023 at 15:00 UTC.
Form
Cardiff (all games): 4W 1D 5L across 10 Championship fixtures this term — 1.30 PPG. Last five: L W L L W. They are averaging 1.30 goals per game and conceding 1.50 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings provides some defensive foundation.
Cardiff's form when playing at home: 2W 4D 4L across 10 games at Cardiff City Stadium this term (1.00 PPG). At home they are averaging 0.90 goals scored and 1.10 conceded per game.
Stoke City have collected 1.20 PPG across 10 Championship outings this season: 3W 3D 4L. Last five: W L D L L. They are scoring at 1.50 per game and conceding 1.00. 3 clean sheets from 10 outings suggests some defensive organisation.
Stoke City's away record: 4W 3D 3L from 10 road trips in Championship this season (1.50 PPG). They are averaging 1.80 goals per away game — strong road scoring that makes them a threat even without home support. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
Neither side holds a meaningful form edge. The 1.30 vs 1.20 PPG split is negligible — model and market signals should carry more analytical weight for this one.
Head-to-Head
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 3 meetings: Cardiff 1W, Stoke City 0W, 2D.
Attacking output has been a hallmark of this fixture. At 4.3 goals per game across 3 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 10 Dec 2022, ended 2–2 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 4.3 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 (88 games, 44 at home): they score before half-time in 57% of fixtures in home games; when goalless at HT, a second-half goal follows 86% of the time; BTTS occurs in 41% of their matches (home games); Over 2.5 goals lands in 32% of games (home games); they fail to score in 40% of games.
Stoke City — key trading statistics (88 games, 44 at away): they score before half-time in 75% of fixtures in away games; when goalless at HT, a second-half goal follows 79% of the time; BTTS occurs in 54% of their matches (away games); Over 2.5 goals lands in 50% of games (away games).
BTTS rates are mixed from the trading data — Cardiff 44% versus Stoke City 47%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cardiff 42% | Stoke City 46%).
Poisson Model
The Poisson distribution model projects Cardiff 0.81 xG and Stoke City 1.51 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 0.803 / defence 1.078 | Stoke City attack 1.287 / defence 0.812. League average goals — home 1.250 / away 1.088. Stoke City have an above-average attack strength of 1.287 — the away xG of 1.51 is driven by genuine attacking quality on the road. Data: 88 Cardiff games / 89 Stoke City games used (CurrentSeason).
Result probabilities: Cardiff 19% | Draw 28% | Stoke City 53%. Fair-value odds: Cardiff 5.26 | Draw 3.57 | Stoke City 1.89. Stoke City hold a narrow Poisson edge at 53% — the draw (28%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 41% | BTTS probability 44% | Total xG 2.32. Under 2.5 has a narrow probability edge at 59% — total xG of 2.32 is below the line but not decisively so. BTTS probability of 44% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Picks & Verdict
On the Poisson output, Stoke City are the pick at 53% — moderate model lean. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Stoke City if the outright odds are short.
Poisson projects 2.32 total expected goals, pointing to Under 2.5 at 41% probability — Poisson-only — limited corroboration conviction — though H2H averaging only 4.3 goals per meeting points in the other direction.
On the BTTS market, Poisson puts 44% on No. Form rates are neutral: Cardiff 50% | Stoke City 60%.
🔮 Your Prediction
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Stoke City | Competition: Championship, Regular Season - 44 | Venue: Cardiff City Stadium • Kick-off: Saturday 22 Apr 2023, 15:00 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cardiff 19% | Draw 28% | Stoke City 53% • Poisson goal markets: Over 2.5 41% | BTTS 44% | xG Cardiff 0.81 / Stoke City 1.51 • Poisson strength factors: Cardiff attack 0.803 / def 1.078 | Stoke City attack 1.287 / def 0.812 | league avg home 1.250 / away 1.088 • Poisson stance: Stoke City (53%) — moderate lean
🧮 Prediction Model
0.81
Cardiff xG
Expected Goals
1.51
Stoke City xG
44%
BTTS
68%
Over 1.5
41%
Over 2.5
21%
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 15:00 on Saturday 22 April 2023 at Cardiff City Stadium.
What was the final score in Cardiff vs Stoke City?
Cardiff 1 - 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 - 44 fixture in the Championship (England).
Who is favourite to win Cardiff vs Stoke City?
Our statistical model gives Cardiff a 19% chance of winning, Stoke City a 53% chance, and a 28% chance of a draw — making Stoke City the favourite.
Will both teams score in Cardiff vs Stoke City?
Our model estimates a 44% 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 41%.
What is the head-to-head record between Cardiff and Stoke City?
Record (3 meetings): Cardiff 1W | Draws 2 | Stoke City 0W.
What form are Cardiff and Stoke City in?
Cardiff (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 1.30 / GA 1.50 | L5 L-W-L-L-W. Stoke City (all comps): 3W-3D-4L in 10 | 1.20 PPG | GF 1.50 / GA 1.00 | L5 W-L-D-L-L.
🧮 Model Insight
Behind the Numbers
Cardiff's attacking strength (0.80x league average) is weighed against Stoke City's defensive record (0.81x) to produce a home expected-goals figure of 0.81. Flip it around — Stoke City's attack (1.29x) against Cardiff's defence (1.08x) — and the away total comes out at 1.51.
These ratings are built from 88/89 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 13.6%. Close behind: 0-1 (13.2%), 0-0 (11.4%). Those top three scorelines alone account for 38% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Stoke City Win
19%
5.17
28%
3.59
53%
1.89
Top 3 Most Likely Scorelines
0 – 1
14.8%
Away win
Most likely
1 – 1
12.0%
Draw
0 – 2
11.2%
Away win
Expected Goals & Win Odds
0.81
Cardiff xG
Total xG
2.32
1.51
Stoke City xG
5.17
19%
Home win
3.59
28%
Draw
1.89
53%
Away win
Goals Markets
67%
Over 1.5
1.49
33%
Under 1.5
3.03
41%
Over 2.5
2.44
59%
Under 2.5
1.69
21%
Over 3.5
4.76
79%
Under 3.5
1.27
9%
Over 4.5
11.11
91%
Under 4.5
1.10
Match Markets
Both Teams to Score
44%
BTTS Yes
2.26
56%
BTTS No
1.80
Clean Sheet
22%
4.53
44%
2.26
Win to Nil
4%
23.42
23%
4.27
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 9.8 | 14.8 | 11.2 | 5.6 | 2.1 | 0.6 |
| 1 | 8.0 | 12.0 | 9.1 | 4.6 | 1.7 | 0.5 |
| 2 | 3.2 | 4.9 | 3.7 | 1.9 | 0.7 | 0.2 |
| 3 | 0.9 | 1.3 | 1.0 | 0.5 | 0.2 | 0.1 |
| 4 | 0.2 | 0.3 | 0.2 | 0.1 | – | – |
| 5 | – | – | – | – | – | – |
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 13.6%.
How many goals are Cardiff and Stoke City expected to score?
The model projects 0.81 expected goals for Cardiff and 1.51 for Stoke City, a combined total of 2.32.
How confident is the prediction model for Cardiff vs Stoke City?
Not very — the model's leading outcome sits at just 53%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
Across their last 88 outings, Cardiff have picked up 1.11 PPG on a 27W 17D 44L record — L-W-L-L-W across the most recent five.
Stoke City's form line: 30W 21D 37L from 88 games, 1.26 PPG, last five W-L-D-L-L.
There isn't much between them on recent form — 1.11 PPG for Cardiff against 1.26 for Stoke City. Neither side arrives with a clear form advantage.
Home & Away Splits
On home soil, Cardiff have posted 1.11 PPG from 44 outings (13W 10D 21L).
On the road, Stoke City have gone 15W 11D 18L from 44 away games — 1.27 PPG when travelling.
Scoring & Defensive Trends
Cardiff are averaging 0.99 goals scored and 1.35 conceded per game recently; Stoke City are on 1.23 scored and 1.14 conceded.
Last 88 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 27W 17D 44L in their last 88 games (1.11 PPG), while Stoke City have gone 30W 21D 37L in their last 88 (1.26 PPG).
Which team has the better venue record — Cardiff at home or Stoke City away?
Stoke City's away record (1.27 PPG) is the stronger of the two venue-specific splits — Cardiff at home: 1.11 PPG; Stoke City away: 1.27 PPG.
Have Cardiff or Stoke City been keeping clean sheets recently?
Cardiff have kept a clean sheet in 22% of their recent games, Stoke City in 32%.
⚔️ 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 see a goal before the break in 57% of their matches.
Stoke City are typically involved in an early goal — the half-time board shows at least one in 75% of their matches. They've gone in front at half-time 30% of the time.
Goals & Clean Sheets
BTTS sits in mixed territory for this pairing — Cardiff 41%, Stoke City 54% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 32% (Cardiff) and 50% (Stoke City).
On the defensive side: Cardiff have failed to score in 39% 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 41% of Cardiff's recent matches and 54% 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 32% of Cardiff's recent games and 50% 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 57% of their recent matches, Stoke City in 75% — a useful reference point for first-half goal markets.
Cardiff and Stoke City share the spoils in a 1-1 draw.
📝 Match Report
How It Unfolded
The points were shared at Cardiff City Stadium, Regular Season - 44, as Cardiff and Stoke City drew 1-1 in the Championship. 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 Cardiff 0.81 xG and Stoke City 1.51 xG, a combined 2.32. The scoreboard read 1-1 for 2 actual goals. 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 Cardiff attack 0.80 / defence 1.08 against Stoke City attack 1.29 / defence 0.81, drawn from 88/89 games (CurrentSeason).
On the result, the model split it Cardiff 19% | Draw 28% | Stoke City 53%, with Stoke City to win its most likely call at 53%. The actual draw had been the model's second-ranked read at 28%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 41%. The game delivered 2, so it stayed under — the model's lean was correct. Over 1.5 had been 68% and landed. On both teams to score, the model sat at 44% and the match saw both sides score — a miss on BTTS. Historically the two sides average 44% Over 2.5 across their same-competition games (Cardiff 42%, Stoke City 46%), a base rate that agreed with today's under. Their combined BTTS history runs at 45%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Cardiff's trading profile (88 games, 44 home) set some clear expectations: BTTS lands in 44% of their matches — today it did.
Stoke City's trading profile (88 games, 44 away) set some clear expectations: BTTS lands in 47% of their matches — today it did; they keep a clean sheet 32% of the time, and conceded here.
Form vs Result
The form lines were close — Cardiff 1.11 PPG, Stoke City 1.26 PPG — offering no strong steer, and the draw fit that even billing.
Verdict
Grading the result against the stored data, 1 of 3 pre-match signals came in: result (miss), Over 2.5 (hit), BTTS (miss). A poor return for the projections: the match defied the majority of what the numbers expected.
💡 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.