Ascoli 2-2 Bari – Result & Analysis
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Poisson model rates Ascoli at 35%, yet in-form Bari provide a compelling counter-argument — this Ascoli vs Bari fixture contains genuine analytical tension.
✍️ Match Preview
Fixture Analysis
Ascoli welcome Bari to Stadio Cino e Lillo Del Duca in Serie B (matchday 21). Kick-off is Sunday 21 January 2024 at 15:15 UK time.
Recent Form
Across their last 10 games, Ascoli have gone 1W 3D 6L — a 0.60 PPG return. Last five: L W L D D. They are averaging 0.60 goals per game and conceding 1.30 — a modest attacking output that tempers optimism on the Over 2.5 market. 2 clean sheets from 10 outings (20%).
In front of their own supporters, Ascoli have posted 3W 3D 4L from their last 10 home games — 1.20 PPG. At home they are averaging 1.00 goals scored and 0.90 conceded per game. 4 home clean sheets from their last 10 home games (40%) — a solid defensive base on their own ground. Their home PPG of 1.20 is noticeably stronger than their overall 0.60 — Ascoli are significantly better at home than their overall form suggests.
Looking at their last 10 matches, Bari stand at 4W 3D 3L — 1.50 PPG. Last five: W L D D W. Their scoring rate of 1.20 per game is modest, conceding 1.20 — not a side to back heavily on the Over 2.5 from their form alone. 2 clean sheets from 10 outings (20%).
Bari's form when playing away from home: 2W 5D 3L across their last 10 road games (1.10 PPG). Away from home they average 1.00 goals scored and 1.10 conceded per game. BTTS has landed in 60% of their away games — meaningful support for the Yes angle in this specific context.
Form points away from home here. Bari's 1.50 PPG return is 0.90 points per game ahead of Ascoli's 0.60 — the visitors are the form-based selection, and Double Chance is an alternative worth pricing if the outright looks tight.
H2H
The H2H picture is flat: the 3 H2H matches we hold have produced 1 wins for Ascoli, 2 for Bari and 0 draws. Form and model data should carry more weight here. With only 3 H2H matches to go on, treat this as a light input.
Goals have been at a premium in this fixture — just 1.3 per game across the 3 H2H matches we hold, giving Under 2.5 a clear head-to-head base rate. The most recent of those, on 4 Nov 2023, ended Ascoli 0–1 Bari — a Bari win.
With a balanced win record and just 1.3 goals per game, the H2H data points toward a tight, low-scoring contest — Under 2.5 is the stronger head-to-head angle regardless of which side wins.
In-Play Data
Ascoli trading profile (last 58 games, 28 of them at home): at least one goal arrives before half-time in 61% of their matches in home games; when goalless at HT, a second-half goal follows 81% of the time; of the 16 games they led at half-time, they failed to win 50%; BTTS occurs in 46% of their matches (home games); Over 2.5 goals lands in 39% of games (home games); they fail to score in 34% of games.
Bari trading profile (last 58 games, 28 of them away): at least one goal arrives before half-time in 61% of their matches in away games; when goalless at HT, a second-half goal follows 73% of the time; of the 13 games they trailed at half-time, they recovered to draw or win 69%; BTTS occurs in 50% of their matches (away games); Over 2.5 goals lands in 29% of games (away games).
BTTS rates are mixed from the trading data — Ascoli 48% versus Bari 48%; no strong lean in either direction. Under 2.5 goals has backing from the in-play data — both teams register low Over 2.5 rates (Ascoli 36% | Bari 33%). There is an in-play dynamic worth noting: Ascoli surrender their half-time lead 50% of the time, while Bari have come from behind at the break to draw or win in 69% of cases — a combination that makes laying the hosts at HT a potential angle.
Poisson Model
The Poisson distribution model projects Ascoli 1.02 xG and Bari 0.95 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: Ascoli attack 0.750 / defence 0.896 | Bari attack 0.875 / defence 1.009. League average goals — home 1.355 / away 1.209. Ascoli's attack rating of 0.750 is below the league average, which holds their xG down at 1.02. Data: built from Ascoli's last 58 games and Bari's last 58.
Result probabilities: Ascoli 35% | Draw 34% | Bari 31%. Fair-value odds: Ascoli 2.84 | Draw 2.98 | Bari 3.20. This is a low-confidence result — no outcome reaches 45%. The draw at 34% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 32% | BTTS Yes probability 40% | Total xG 1.97. Under 2.5 is the strongly backed market at 68% probability — total xG of 1.97 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match. BTTS No at 60% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.
Our Verdict
Poisson rates Ascoli as the most likely outcome at 35% — marginal model lean. Note a divergence: in-form Bari (1.50 PPG) cuts against the Poisson lean — the model adjusts for opposition strength, which raw form results do not. With a 34% draw probability, Draw No Bet on Ascoli offers a more defensible entry point than the straight win. The opposing side holds a 31% win probability per the model — this is not a banker and should be staked accordingly.
On the goals line, Poisson's 1.97 combined xG gives a 68% probability to Under 2.5 — strong conviction, supported by recent form (Ascoli's last 10 home games and Bari's last 10 away games) averaging 2.0 goals per game and the H2H data averaging 1.3 goals per game across 3 H2H matches.
Poisson assigns a 60% probability to BTTS No based on the attack/defence strength model. Form rates are neutral — both teams scored in: Ascoli 40% (last 10 home games) | Bari 60% (last 10 away games).
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💡 Key Insights
🏟️ Match Context
• Fixture: Ascoli vs Bari | Competition: Serie B, matchday 21 | Venue: Stadio Cino e Lillo Del Duca • Kick-off: Sunday 21 January 2024 at 15:15 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: Ascoli 35% | Draw 34% | Bari 31% • Poisson goal markets: Over 2.5 32% (Under 68%) | BTTS Yes 40% (No 60%) | xG Ascoli 1.02 / Bari 0.95 • Poisson strength factors: Ascoli attack 0.750 / def 0.896 | Bari attack 0.875 / def 1.009 | league avg home 1.355 / away 1.209 • Poisson stance: Ascoli (35%) — low confidence — close contest
🧮 Prediction Model
1.02
Ascoli xG
Expected Goals
0.95
Bari xG
40%
BTTS
60%
Over 1.5
32%
Over 2.5
14%
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.
❓ Ascoli vs Bari FAQs
What time does Ascoli vs Bari kick off?
Ascoli vs Bari kicked off at 15:15 UK time on Sunday 21 January 2024 at Stadio Cino e Lillo Del Duca.
What was the final score in Ascoli vs Bari?
Ascoli 2 - 2 Bari.
Where is Ascoli vs Bari being played?
The match is being played at Stadio Cino e Lillo Del Duca.
What competition is Ascoli vs Bari part of?
Ascoli vs Bari is a Serie B fixture (matchday 21) (Italy).
Who is favourite to win Ascoli vs Bari?
Our statistical model gives Ascoli a 35% chance of winning, Bari a 31% chance, and a 34% chance of a draw — making Ascoli the favourite.
Will both teams score in Ascoli vs Bari?
Our model estimates a 40% probability that both Ascoli and Bari will score, so it leans towards BTTS No (60%).
Will Ascoli vs Bari have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 32%, so it leans towards under 2.5 goals (68%).
🧮 Model Insight
Model Mechanics
Ascoli's attacking strength (0.75x league average) is weighed against Bari's defensive record (1.01x) to produce a home expected-goals figure of 1.02. The same calculation in reverse, Bari's attack versus Ascoli's defence, projects 0.95 expected goals for the visitors.
These ratings are built from Ascoli's last 58 games and Bari's last 58 — a full enough recent sample to trust.
Most Likely Scorelines
The model's single most probable exact score is 0-0, at 15.7%. Close behind: 1-1 (15.3%), 1-0 (12.5%). Those top three scorelines alone account for 43% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
Ascoli Win
35%
2.84
34%
2.98
31%
3.20
Top 3 Most Likely Scorelines
1 – 0
14.3%
Home win
Most likely
0 – 0
13.9%
Draw
1 – 1
13.5%
Draw
Expected Goals & Win Odds
1.02
Ascoli xG
Total xG
1.97
0.95
Bari xG
2.84
35%
Home win
2.98
34%
Draw
3.20
31%
Away win
Goals Markets
59%
Over 1.5
1.69
41%
Under 1.5
2.44
32%
Over 2.5
3.12
68%
Under 2.5
1.47
14%
Over 3.5
7.14
86%
Under 3.5
1.16
5%
Over 4.5
20.00
95%
Under 4.5
1.05
Match Markets
Both Teams to Score
40%
BTTS Yes
2.47
60%
BTTS No
1.68
Clean Sheet
39%
2.58
36%
2.79
Win to Nil
14%
7.32
11%
8.92
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 13.9 | 13.2 | 6.2 | 2.0 | 0.5 | 0.1 |
| 1 | 14.3 | 13.5 | 6.4 | 2.0 | 0.5 | 0.1 |
| 2 | 7.3 | 6.9 | 3.3 | 1.0 | 0.2 | – |
| 3 | 2.5 | 2.4 | 1.1 | 0.4 | 0.1 | – |
| 4 | 0.6 | 0.6 | 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
❓ Ascoli vs Bari Prediction FAQs
What is the most likely scoreline for Ascoli vs Bari?
Our Poisson model rates 0-0 as the single most likely exact scoreline, at 15.7%.
How many goals are Ascoli and Bari expected to score?
The model projects 1.02 expected goals for Ascoli and 0.95 for Bari, a combined total of 1.97.
How confident is the prediction model for Ascoli vs Bari?
Not very — the model's leading outcome sits at just 35%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
Where Both Sides Stand
Ascoli come into this having played 58 games, going 16W 17D 25L for 1.12 points per game. Their last five reads L-W-L-D-D.
On the other side, Bari sit at 1.53 PPG from 58 outings (22W 23D 13L), a run that reads W-L-D-D-W across their last five.
Bari carry the stronger recent form of the two, 0.41 PPG clear of Ascoli — worth weighing alongside whatever the head-to-head and market data say.
Home Ground vs the Road
Ascoli's home form reads 9W 8D 11L across their last 28 home games, a 1.25 PPG return.
Away from home, Bari have taken 1.43 points per game from their last 28 away games (10W 10D 8L).
The Goals Picture
Ascoli are averaging 1.00 goals scored and 1.24 conceded per game recently; Bari are on 1.26 scored and 0.95 conceded.
Last 58 Results
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
Ascoli
Blended
Bari
Blended
Ascoli (Home) vs Bari (Away)
Home games only for the home side · Away games only for the away side
Ascoli
Blended
Bari
Blended
❓ Ascoli vs Bari Form FAQs
What form are Ascoli and Bari in coming into this match?
Ascoli have gone 16W 17D 25L in their last 58 games (1.12 PPG), while Bari have gone 22W 23D 13L in their last 58 (1.53 PPG).
Which team has the better venue record — Ascoli at home or Bari away?
Bari's away record (1.43 PPG) is the stronger of the two venue-specific splits — Ascoli at home: 1.25 PPG; Bari away: 1.43 PPG.
Have Ascoli or Bari been keeping clean sheets recently?
Ascoli have kept a clean sheet in 24% of their recent games, Bari in 34%.
⚔️ Rivalry Insight
A Look Back
The head-to-head numbers here are drawn from the 4 H2H matches in our data, going back to October 2022. All of them came in Serie B. The most recent in our data was on 21 January 2024, some 2 years back — so squads and form on both sides may look very different now.
Digging Into the Numbers
Ascoli's record when hosting Bari specifically: 0W 1D 1L from 2 games — a narrower, venue-specific slice of the head-to-head picture.
Last 4 Meetings
1
Ascoli
1
Draws
2
Bari
Recent Meetings
❓ Ascoli vs Bari H2H FAQs
What is the head-to-head record between Ascoli and Bari?
Across the 4 head-to-head matches in our data, Ascoli have won 1, Bari have won 2, and 1 has been drawn.
When did Ascoli and Bari last play each other?
The most recent meeting in our data was on 21 January 2024: Ascoli 2-2 Bari.
Who has won more matches between Ascoli and Bari?
Bari have the better head-to-head record, with 2 wins from the 4 head-to-head matches in our data.
📈 Trading Insight
Half-Time Trends
Ascoli are typically involved in an early goal — the half-time board shows at least one in 61% of their matches. They've gone in front at half-time 25% of the time, though they've let that lead slip 29% 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 14% of those situations.
Bari are typically involved in an early goal — the half-time board shows at least one in 61% of their matches. They've gone in front at half-time 25% of the time, though they've let that lead slip 29% 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 62% of those situations.
The Numbers That Matter
BTTS sits in mixed territory for this pairing — Ascoli 46%, Bari 50% — no strong lean either way from the trading data alone.
Low-scoring games have been more typical here — Over 2.5 sits at just 39% for Ascoli and 29% for Bari.
On the defensive side: Ascoli keep a clean sheet in 32% of their matches; Ascoli have failed to score in 36% of games; Bari in 29%.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = Ascoli home games / Bari away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Ascoli vs Bari Trading FAQs
Do both teams usually score in Ascoli and Bari matches?
Not especially — both teams scoring has occurred in only 46% of Ascoli's recent matches and 50% of Bari's, a rate that leans toward BTTS No.
Are Ascoli and Bari matches usually high-scoring?
Not particularly — Over 2.5 goals has come in for only 39% of Ascoli's recent games and 29% of Bari's, pointing to a tighter contest.
Do Ascoli and Bari matches tend to have early goals?
There has been at least one first-half goal in 61% of Ascoli's recent matches and 61% of Bari's — a useful reference point for first-half goal markets.
Ascoli and Bari share the spoils in a 2-2 draw.
📝 Match Report
How It Unfolded
The points were shared at Stadio Cino e Lillo Del Duca, Regular Season - 21, as Ascoli and Bari drew 2-2 in the Serie B. 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 Ascoli 1.02 xG and Bari 0.95 xG, a combined 1.97. The scoreboard read 2-2 for 4 actual goals. Ascoli beat their projection by 1.0 — clinical relative to the chances the model priced in. Bari outscored their 0.95 projection by 1.1. Those figures were built on strength ratings of Ascoli attack 0.75 / defence 0.90 against Bari attack 0.88 / defence 1.01, drawn from 58/58 games (CurrentSeason).
On the result, the model split it Ascoli 35% | Draw 34% | Bari 31%, with Ascoli to win its most likely call at 35%. The actual draw had been the model's second-ranked read at 34%, so the result diverged from the top call without being a shock.
Goals & Markets
The model rated Over 2.5 goals at 32%. The game delivered 4, so it went over — against the model's lean. Over 1.5 had been 60% and landed. Over 3.5 was 14% and came in. On both teams to score, the model sat at 40% and the match saw both sides score — a miss on BTTS. Historically the two sides average 34% Over 2.5 across their same-competition games (Ascoli 36%, Bari 33%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 48%, which did not match the both-scored outcome.
Trading Patterns vs Reality
Ascoli's trading profile (58 games, 28 home) set some clear expectations: BTTS lands in 48% of their matches — today it did.
Bari's trading profile (58 games, 28 away) set some clear expectations: BTTS lands in 48% of their matches — today it did; they keep a clean sheet 34% of the time, and conceded here.
Form vs Result
On form, Bari arrived the stronger side — 1.53 PPG against 1.12. The form guide was only half-right: the stronger side did not lose, but could not convert the edge into a win. Ascoli (home/away splits) scored 2 against a 1.04 average — above their attacking norm and shipped 2 against a 1.07 concession average — a leakier day than usual. Bari (home/away splits) scored 2 against a 1.18 average — above their attacking norm and shipped 2 against a 1.00 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.
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