Cardiff 2-1 Ipswich – Result & Analysis
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Poisson rates Ipswich at 46% — recent form provides partial corroboration, though signals are mixed in this Cardiff vs Ipswich encounter.
✍️ Match Preview
Pre-Match Analysis
Cardiff and Ipswich meet at Cardiff City Stadium in Championship (matchday 37). This fixture gets under way on Saturday 9 March 2024 at 12:30 UK time.
Current Form
Cardiff's record over their last 10 games: 4W 1D 5L (1.30 PPG). Last five: L D W W W. They are averaging 0.70 goals per game and conceding 1.50 — 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. Both teams have scored in just 30% of their matches, indicating a tendency toward clean sheets or low-scoring outcomes.
At home, Cardiff have gone 3W 2D 5L in their last 10 home games (1.10 PPG). At home they are averaging 0.60 goals scored and 1.20 conceded per game. At home, both teams have scored in only 20% of games — reinforcing BTTS No as the home-venue-backed angle.
Ipswich have collected 2.30 PPG across their last 10 games: 7W 2D 1L. Last five: W W W W W. Their attacking form is sharp — 2.50 goals per game is a high-output rate that commands respect in the goals markets. 2 clean sheets from 10 outings (20%). Both teams have scored in 80% of their matches — a high rate that makes Yes a well-evidenced angle from their form.
Ipswich away from home: 5W 2D 3L from their last 10 away games — 1.70 PPG on the road. Away from home they average 1.50 goals scored and 1.20 conceded per game. 4 clean sheets from their last 10 away games (40%) shows they are capable of shutting up shop on the road. Their away PPG of 1.70 is notably below their overall 2.30 — form away from home has been a clear weakness recently.
On a straight form reading, Ipswich are the stronger side — 1.00 PPG clear of the hosts (2.30 vs 1.30). Backing them with draw insurance is the conservative play if the outright away price appears short.
H2H Analysis
Neither side has dominated the 1 H2H match in our data: 0 wins for Cardiff, 1 for Ipswich and 0 draws — leaving the H2H largely neutral. With only 1 H2H match to go on, treat this as a light input.
Goals have been a feature of this fixture — the 1 H2H match in our data averaged 5.0 per game, which gives Over 2.5 a solid head-to-head foundation. The most recent of those, on 2 Sep 2023, ended Cardiff 2–3 Ipswich — a Ipswich win.
With the win record balanced, the strongest H2H signal is in the goals market — at 5.0 goals per game, Over 2.5 is the cleaner angle from the head-to-head data.
Trading & In-Play
Cardiff — key trading statistics (last 82 games, 41 of them at home): at least one goal arrives before half-time in 54% of their matches in home games; when goalless at HT, a second-half goal follows 82% of the time; of the 16 games they led at half-time, they failed to win 31%; BTTS occurs in 44% of their matches (home games); Over 2.5 goals lands in 32% of games (home games); they fail to score in 38% of games.
Ipswich — key trading statistics (last 82 games, 41 of them away): at least one goal arrives before half-time in 76% of their matches in away games; when goalless at HT, a second-half goal follows 80% of the time; two or more arrive in the second half on 60% of those occasions; they lead at the break 48% of the time; of the 15 games they trailed at half-time, they recovered to draw or win 60%; BTTS occurs in 49% of their matches (away games); Over 2.5 goals lands in 49% of games (away games); Over 3.5 in 38%; they keep a clean sheet 42% of the time.
BTTS rates are mixed from the trading data — Cardiff 42% versus Ipswich 54%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Cardiff 40% | Ipswich 61%). There is an in-play dynamic worth noting: Cardiff surrender their half-time lead 31% of the time, while Ipswich have come from behind at the break to draw or win in 60% of cases — a combination that makes laying the hosts at HT a potential angle.
Poisson Model
The Poisson distribution model projects Cardiff 0.92 xG and Ipswich 1.32 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 0.737 / defence 0.964 | Ipswich attack 1.103 / defence 0.918. League average goals — home 1.364 / away 1.240. Cardiff's attack rating of 0.737 is below the league average, which holds their xG down at 0.92. Data: built from Cardiff's last 82 games and Ipswich's last 36.
Result probabilities: Cardiff 26% | Draw 28% | Ipswich 46%. Fair-value odds: Cardiff 3.83 | Draw 3.56 | Ipswich 2.18. Ipswich hold a narrow Poisson edge at 46% — the draw (28%) is close enough to merit draw-inclusive market consideration.
Goals markets: Over 2.5 probability 39% | BTTS Yes probability 44% | Total xG 2.24. Under 2.5 has a narrow probability edge at 61% — total xG of 2.24 is below the line but not decisively so. BTTS No at 56% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.
Picks & Verdict
On the Poisson output, Ipswich are the pick at 46% — moderate model lean. Recent form corroborates the Poisson lean — partial multi-source support. Draw probability of 28% warrants consideration of Double Chance or Draw No Bet on Ipswich if the outright odds are short.
Poisson projects 2.24 total expected goals, pointing to Under 2.5 at 61% probability — a Poisson-only call with no corroboration from form or H2H.
On the BTTS market, Poisson puts 56% on No. Form rates corroborate — both teams scored in: Cardiff 20% (last 10 home games) | Ipswich 40% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Ipswich | Competition: Championship, matchday 37 | Venue: Cardiff City Stadium • Kick-off: Saturday 9 March 2024 at 12:30 UK time • Data inputs: head-to-head data, recent form (overall and home/away), the Poisson prediction model and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cardiff 26% | Draw 28% | Ipswich 46% • Poisson goal markets: Over 2.5 39% (Under 61%) | BTTS Yes 44% (No 56%) | xG Cardiff 0.92 / Ipswich 1.32 • Poisson strength factors: Cardiff attack 0.737 / def 0.964 | Ipswich attack 1.103 / def 0.918 | league avg home 1.364 / away 1.240 • Poisson stance: Ipswich (46%) — moderate lean
🧮 Prediction Model
0.92
Cardiff xG
Expected Goals
1.32
Ipswich xG
44%
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.
❓ Cardiff vs Ipswich FAQs
What time does Cardiff vs Ipswich kick off?
Cardiff vs Ipswich kicked off at 12:30 UK time on Saturday 9 March 2024 at Cardiff City Stadium.
What was the final score in Cardiff vs Ipswich?
Cardiff 2 - 1 Ipswich.
Where is Cardiff vs Ipswich being played?
The match is being played at Cardiff City Stadium.
What competition is Cardiff vs Ipswich part of?
Cardiff vs Ipswich is a Championship fixture (matchday 37) (England).
Who is favourite to win Cardiff vs Ipswich?
Our statistical model gives Cardiff a 26% chance of winning, Ipswich a 46% chance, and a 28% chance of a draw — making Ipswich the favourite.
Will both teams score in Cardiff vs Ipswich?
Our model estimates a 44% probability that both Cardiff and Ipswich will score, so it leans towards BTTS No (56%).
Will Cardiff vs Ipswich have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 39%, so it leans towards under 2.5 goals (61%).
🧮 Model Insight
Where the Numbers Come From
The model rates Cardiff's attack at 0.74x the league average against Ipswich's defence at 0.92x — combine the two and it projects 0.92 expected goals for the hosts. Flip it around — Ipswich's attack (1.10x) against Cardiff's defence (0.96x) — and the away total comes out at 1.32.
These ratings are built from Cardiff's last 82 games and Ipswich's last 36 — a full enough recent sample to trust.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 14.6% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-1 (12.3%), 0-0 (12.3%). Those top three scorelines alone account for 39% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Ipswich Win
26%
3.83
28%
3.56
46%
2.18
Top 3 Most Likely Scorelines
0 β 1
14.0%
Away win
Most likely
1 β 1
12.9%
Draw
0 β 0
10.6%
Draw
Expected Goals & Win Odds
0.92
Cardiff xG
Total xG
2.24
1.32
Ipswich xG
3.83
26%
Home win
3.56
28%
Draw
2.18
46%
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
44%
BTTS Yes
2.27
56%
BTTS No
1.79
Clean Sheet
27%
3.74
40%
2.52
Win to Nil
7%
14.31
18%
5.50
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 10.6 | 14.0 | 9.2 | 4.1 | 1.3 | 0.4 |
| 1 | 9.8 | 12.9 | 8.5 | 3.8 | 1.2 | 0.3 |
| 2 | 4.5 | 6.0 | 3.9 | 1.7 | 0.6 | 0.2 |
| 3 | 1.4 | 1.8 | 1.2 | 0.5 | 0.2 | – |
| 4 | 0.3 | 0.4 | 0.3 | 0.1 | – | – |
| 5 | 0.1 | 0.1 | 0.1 | – | – | – |
Green = home win Β· Grey = draw Β· Amber = away win Β· Outlined cell = most likely score
▶ Model Internals
❓ Cardiff vs Ipswich Prediction FAQs
What is the most likely scoreline for Cardiff vs Ipswich?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.6%.
How many goals are Cardiff and Ipswich expected to score?
The model projects 0.92 expected goals for Cardiff and 1.32 for Ipswich, a combined total of 2.24.
How confident is the prediction model for Cardiff vs Ipswich?
Not very — the model's leading outcome sits at just 46%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Recent Form Overview
Cardiff's recent record stands at 28W 15D 39L from 82 games, a 1.21 PPG return, with L-D-W-W-W in the last five.
Ipswich, meanwhile, have gone 51W 23D 8L across 82 games — 2.15 PPG, with W-W-W-W-W in their last five.
The points-per-game comparison favours Ipswich by 0.94 — a real, if not enormous, edge over Cardiff heading into this one.
How They Fare by Venue
At home specifically, Cardiff have managed 14W 10D 17L from their last 41 home games — 1.27 PPG in front of their own supporters.
Ipswich's away record stands at 22W 13D 6L across their last 41 away games, a 1.93 PPG haul.
Comparing the two in their relevant venue splits, Ipswich 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
Cardiff are averaging 1.00 goals scored and 1.29 conceded per game recently; Ipswich are on 2.12 scored and 1.00 conceded.
Defensively: Ipswich in 41% — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 82 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Current Season
Ipswich
Current Season
Cardiff (Home) vs Ipswich (Away)
Home games only for the home side · Away games only for the away side
Cardiff
Current Season
Ipswich
Current Season
❓ Cardiff vs Ipswich Form FAQs
What form are Cardiff and Ipswich in coming into this match?
Cardiff have gone 28W 15D 39L in their last 82 games (1.21 PPG), while Ipswich have gone 51W 23D 8L in their last 82 (2.15 PPG).
Which team has the better venue record — Cardiff at home or Ipswich away?
Ipswich's away record (1.93 PPG) is the stronger of the two venue-specific splits — Cardiff at home: 1.27 PPG; Ipswich away: 1.93 PPG.
Have Cardiff or Ipswich been keeping clean sheets recently?
Cardiff have kept a clean sheet in 28% of their recent games, Ipswich in 41%.
⚔️ Rivalry Insight
The Rivalry So Far
Our data holds 2 H2H matches between Cardiff and Ipswich, the earliest from September 2023. All of them came in Championship. The most recent in our data was on 9 March 2024, some 2 years back — so squads and form on both sides may look very different now.
Last 2 Meetings
1
Cardiff
0
Draws
1
Ipswich
Recent Meetings
❓ Cardiff vs Ipswich H2H FAQs
What is the head-to-head record between Cardiff and Ipswich?
Across the 2 head-to-head matches in our data, Cardiff have won 1, Ipswich have won 1, and 0 have been drawn.
When did Cardiff and Ipswich last play each other?
The most recent meeting in our data was on 9 March 2024: Cardiff 2-1 Ipswich.
📈 Trading Insight
Early Goal Trends
Cardiff see a goal before the break in 54% of their matches.
Ipswich are typically involved in an early goal — the half-time board shows at least one in 76% of their matches. They've gone in front at half-time 46% of the time, though they've let that lead slip 16% of the time they've held it — worth watching if they're only ahead by one. They've also shown some fight from behind, salvaging a draw or win after trailing at half-time in 50% of those situations.
Full-Time Markets
BTTS sits in mixed territory for this pairing — Cardiff 44%, Ipswich 49% — 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 49% (Ipswich).
On the defensive side: Cardiff keep a clean sheet in 34% of their matches; Ipswich in 44%; Cardiff have failed to score in 29% of games.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Cardiff home games / Ipswich away games. HT metrics require half-time score data β shown as β where unavailable.
❓ Cardiff vs Ipswich Trading FAQs
Do both teams usually score in Cardiff and Ipswich matches?
Not especially — both teams scoring has occurred in only 44% of Cardiff's recent matches and 49% of Ipswich's, a rate that leans toward BTTS No.
Are Cardiff and Ipswich matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 32% of Cardiff's recent games and 49% of Ipswich's, pointing to a tighter contest.
Do Cardiff and Ipswich matches tend to have early goals?
There has been at least one first-half goal in 54% of Cardiff's recent matches and 76% of Ipswich's — a useful reference point for first-half goal markets.
Shock result as Cardiff defy the odds to beat Ipswich 2-1.
📝 Match Report
How It Unfolded
Cardiff beat Ipswich 2-1 at Cardiff City Stadium, Regular Season - 37, 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 0.92 xG and Ipswich 1.32 xG, a combined 2.24. The scoreboard read 2-1 for 3 actual goals. Cardiff beat their projection by 1.1 — clinical relative to the chances the model priced in. Those figures were built on strength ratings of Cardiff attack 0.74 / defence 0.96 against Ipswich attack 1.10 / defence 0.92, drawn from 82/36 games (CurrentSeason).
On the result, the model split it Cardiff 26% | Draw 28% | Ipswich 46%, with Ipswich to win its most likely call at 46%. The actual Cardiff win had been the model's second-ranked read at 26%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 39%. The game delivered 3, so it went over — against the model's lean. Over 1.5 had been 66% 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 51% Over 2.5 across their same-competition games (Cardiff 40%, Ipswich 61%), a base rate that agreed with today's over. Their combined BTTS history runs at 48%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Cardiff's trading profile (82 games, 41 home) set some clear expectations: BTTS lands in 42% of their matches — today it did.
Ipswich's trading profile (82 games, 41 away) set some clear expectations: BTTS lands in 54% of their matches — today it did; they keep a clean sheet 42% of the time, and conceded here.
Form vs Result
On form, Ipswich arrived the stronger side — 2.15 PPG against 1.21. Form was overturned, with Cardiff winning despite arriving in poorer recent shape. Cardiff (home/away splits) scored 2 against a 1.00 average — above their attacking norm. Ipswich (home/away splits) shipped 2 against a 0.98 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 0 of 4 pre-match signals came in: result (miss), Over 2.5 (miss), BTTS (miss), form (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.