Cardiff 2-1 Ipswich – Result & Analysis
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Poisson rates Ipswich at 46% — current 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, Regular Season - 37. This fixture gets under way on Saturday 9 March 2024 at 12:30 UTC.
Current Form
Cardiff's overall Championship record this term: 4W 1D 5L from 10 games (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 at Cardiff City Stadium, Cardiff have gone 3W 2D 5L this season (10 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 10 Championship outings this season: 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 suggests some defensive organisation. Both teams have scored in 80% of their matches this season — one of the stronger BTTS rates in the division, making Yes a well-evidenced play.
Ipswich away from home this season: 5W 2D 3L from 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 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 this season.
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 this fixture. The last 1 head-to-head meetings have produced 0 wins for Cardiff, 1 for Ipswich and 0 draws — an even split that leaves the H2H largely neutral as a betting input.
These two sides have produced goals at a consistent rate historically, averaging 5.0 per game across 1 meetings. That scoring profile provides genuine support for the Over 2.5 angle. The most recent clash, on 2 Sep 2023, ended 2–3 with Ipswich winning.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 5.0 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 (82 games, 41 at home): they score before half-time in 54% of fixtures in home games; when goalless at HT, a second-half goal follows 82% of the time; 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 (82 games, 41 at away): they score before half-time in 76% of fixtures 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; 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%).
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 strength of 0.737 is below the league average — the 0.92 xG projection reflects a team that scores at a discount to the division norm. Data: 82 Cardiff games / 36 Ipswich games used (CurrentSeason).
Result probabilities: Cardiff 26% | Draw 28% | Ipswich 46%. Fair-value odds: Cardiff 3.85 | Draw 3.57 | Ipswich 2.17. 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 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 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, Ipswich are the pick at 46% — moderate model lean. Current-season 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 39% probability — Poisson-only — limited corroboration conviction.
On the BTTS market, Poisson puts 44% on No. Form rates corroborate: Cardiff 20% | Ipswich 40% BTTS from recent games.
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💡 Key Insights
🏟️ Match Context
• Fixture: Cardiff vs Ipswich | Competition: Championship, Regular Season - 37 | Venue: Cardiff City Stadium • Kick-off: Saturday 9 Mar 2024, 12:30 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: Cardiff 26% | Draw 28% | Ipswich 46% • Poisson goal markets: Over 2.5 39% | BTTS 44% | 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.
❓ Frequently Asked Questions
What time does Cardiff vs Ipswich kick off?
Cardiff vs Ipswich kicked off at 12:30 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 Regular Season - 37 fixture in the Championship (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 (BTTS).
Will Cardiff vs Ipswich 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 Cardiff and Ipswich?
Record (1 meetings): Cardiff 0W | Draws 0 | Ipswich 1W.
What form are Cardiff and Ipswich in?
Cardiff (all comps): 4W-1D-5L in 10 | 1.30 PPG | GF 0.70 / GA 1.50 | L5 L-D-W-W-W. Ipswich (all comps): 7W-2D-1L in 10 | 2.30 PPG | GF 2.50 / GA 1.40 | L5 W-W-W-W-W.
🧮 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 82/36 games of current-season data — a full enough 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 – 1
14.0%
Away win
Most likely
1 – 1
12.9%
Draw
0 – 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 · Grey = draw · Amber = away win · Outlined cell = most likely score
▶ Model Internals
❓ Frequently Asked Questions
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 41 games — 1.27 PPG in front of their own supporters.
Ipswich's away record stands at 22W 13D 6L across 41 trips, 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 — Championship
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Cardiff
Current Season
Ipswich
Current Season
❓ Frequently Asked Questions
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
These sides have met 2 times that we have on record, stretching back to September 2023 — a rivalry that has played out across roughly 1 year. Every recorded meeting has come in Championship. It has been a while since the last meeting — 9 March 2024, some 1 year back — so squads and form on both sides may look very different now.
Last 2 Meetings
1
Cardiff
0
Draws
1
Ipswich
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between Cardiff and Ipswich?
From 2 meetings on record, Cardiff have won 1, Ipswich have won 1, and 0 have been drawn.
When did Cardiff and Ipswich last play each other?
They last met on 9 March 2024, when 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.
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 — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when Cardiff play Ipswich?
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.
Is Cardiff vs Ipswich usually a high-scoring fixture?
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 tend to score early?
Cardiff have had a goal before half-time in 54% of their recent matches, Ipswich in 76% — 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.