AS Roma 1-2 AC Milan – Result & Analysis
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Poisson model favours AC Milan (40%) — form and H2H data both point in the same direction as AS Roma face AC Milan.
✍️ Match Preview
Full Analysis
Stadio Olimpico plays host to AS Roma versus AC Milan in Serie A, Regular Season - 3. Kick-off: Friday 1 September 2023 at 19:45 UTC.
Form & Momentum
AS Roma have collected 0.80 PPG across 10 Serie A outings this season: 1W 5D 4L. Last five: D L W D L. They are averaging 1.10 goals per game and conceding 1.60 — a modest attacking output that tempers optimism on the Over 2.5 market. 1 clean sheet from 10 outings provides some defensive foundation. Both teams have scored in 80% of their matches — an extremely high rate that makes BTTS Yes a well-supported standalone angle from their form alone. AS Roma have played only a handful of Serie A games so far this season, so this record also draws on matches from last season.
AS Roma's form when playing at home: 5W 3D 2L across 10 games at Stadio Olimpico this term (1.80 PPG). At home they are averaging 1.80 goals scored and 1.20 conceded per game. 4 home clean sheets from 10 games (40%) — a solid defensive base on their own ground. Their home PPG of 1.80 is noticeably stronger than their overall 0.80 — AS Roma are significantly better at Stadio Olimpico than their overall form suggests.
AC Milan's overall Serie A record this term: 7W 2D 1L from 10 games (2.30 PPG). Last five: W W W W W. Their attacking form is sharp — 2.10 goals per game is a high-output rate that commands respect in the goals markets. Defensively, 0.70 goals conceded per game is elite-level — a side this difficult to score against is a real threat to Over 2.5 and BTTS Yes. 4 clean sheets in 10 outings (40%) underlines their defensive solidity. AC Milan have played only a handful of Serie A games so far this season, so this record also draws on matches from last season.
When travelling in Serie A this season, AC Milan have posted 4W 2D 4L from 10 away outings — 1.40 PPG. Away from home they average 1.20 goals scored and 1.00 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 1.40 is notably below their overall 2.30 — form away from home has been a clear weakness this season.
On a straight form reading, AC Milan are the stronger side — 1.50 PPG clear of the hosts (2.30 vs 0.80). Backing them with draw insurance is the conservative play if the outright away price appears short.
Head-to-Head
Form and model data should carry more weight here — the historical record is too balanced to provide a directional steer. From 4 meetings: AS Roma 0W, AC Milan 2W, 2D.
Attacking output has been a hallmark of this fixture. At 3.2 goals per game across 4 meetings, the Over 2.5 has a statistically grounded case from the head-to-head record alone. The most recent clash, on 29 Apr 2023, ended 1–1 with a draw.
With the win record balanced, the strongest H2H-derived signal is in the goals market. At 3.2 goals per game historically, Over 2.5 is the cleaner angle to extract from the head-to-head data.
Trading & In-Play
AS Roma — key trading statistics (40 games, 20 at home): they score before half-time in 70% of fixtures in home games; when goalless at HT, a second-half goal follows 89% of the time; BTTS occurs in 35% of their matches (home games); Over 2.5 goals lands in 40% of games (home games).
AC Milan — key trading statistics (40 games, 20 at away): they score before half-time in 70% of fixtures in away games; when goalless at HT, a second-half goal follows 70% of the time; two or more arrive in the second half on 60% of those occasions; they lead at the break 45% of the time; BTTS occurs in 55% of their matches (away games); Over 2.5 goals lands in 50% of games (away games).
BTTS rates are mixed from the trading data — AS Roma 50% versus AC Milan 60%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (AS Roma 45% | AC Milan 52%).
Poisson Model
The Poisson distribution model projects AS Roma 1.26 xG and AC Milan 1.39 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: AS Roma attack 1.126 / defence 1.031 | AC Milan attack 1.071 / defence 0.850. League average goals — home 1.314 / away 1.258. Data: 40 AS Roma games / 40 AC Milan games used (Blended). A blend of current and prior-season data is applied to stabilise estimates early in the campaign.
Result probabilities: AS Roma 34% | Draw 26% | AC Milan 40%. Fair-value odds: AS Roma 2.94 | Draw 3.85 | AC Milan 2.50. This is a low-confidence result — no outcome exceeds 45%. The draw at 26% is a primary outcome, not an afterthought.
Goals markets: Over 2.5 probability 49% | BTTS probability 54% | Total xG 2.65. Over/Under 2.5 is close to a coin-flip at 49%/51% — the total xG of 2.65 sits near the 2.5 margin; this is a low-edge market from a Poisson standpoint. BTTS probability of 54% is moderate — neither team is projected to score with enough certainty to make Yes a clear standalone call.
Verdict
The Poisson model's primary lean is AC Milan at 40% — marginal model lean. Current-season form corroborates the Poisson lean — partial multi-source support. Draw probability of 26% warrants consideration of Double Chance or Draw No Bet on AC Milan if the outright odds are short. The opposing side holds a 34% win probability per the model — this is not a banker and should be staked accordingly.
Poisson projects 2.65 total expected goals, pointing to Under 2.5 at 49% probability — Poisson-only — limited corroboration conviction — though H2H averaging only 3.2 goals per meeting points in the other direction.
On the BTTS market, Poisson puts 54% on Yes. Form rates are neutral: AS Roma 50% | AC Milan 40%.
The outsider holds a 34% 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. The Poisson model is drawing on Blended data (40 games minimum) — early-season projections carry additional uncertainty. Weight the live form and odds signals accordingly.
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💡 Key Insights
🏟️ Match Context
• Fixture: AS Roma vs AC Milan | Competition: Serie A, Regular Season - 3 | Venue: Stadio Olimpico • Kick-off: Friday 1 Sep 2023, 19:45 UTC • Data inputs: H2H history, form splits, prediction model signals, and market pricing
📊 Statistical Prediction
• Poisson result probabilities: AS Roma 34% | Draw 26% | AC Milan 40% • Poisson goal markets: Over 2.5 49% | BTTS 54% | xG AS Roma 1.26 / AC Milan 1.39 • Poisson strength factors: AS Roma attack 1.126 / def 1.031 | AC Milan attack 1.071 / def 0.850 | league avg home 1.314 / away 1.258 • Poisson stance: AC Milan (40%) — low confidence — close contest
🧮 Prediction Model
1.26
AS Roma xG
Expected Goals
1.39
AC Milan xG
54%
BTTS
74%
Over 1.5
49%
Over 2.5
27%
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 AS Roma vs AC Milan kick off?
AS Roma vs AC Milan kicked off at 19:45 on Friday 1 September 2023 at Stadio Olimpico.
What was the final score in AS Roma vs AC Milan?
AS Roma 1 - 2 AC Milan.
Where is AS Roma vs AC Milan being played?
The match is being played at Stadio Olimpico.
What competition is AS Roma vs AC Milan part of?
AS Roma vs AC Milan is a Regular Season - 3 fixture in the Serie A (Italy).
Who is favourite to win AS Roma vs AC Milan?
Our statistical model gives AS Roma a 34% chance of winning, AC Milan a 40% chance, and a 26% chance of a draw — making AC Milan the favourite.
Will both teams score in AS Roma vs AC Milan?
Our model estimates a 54% probability that both AS Roma and AC Milan will score (BTTS).
Will AS Roma vs AC Milan have over 2.5 goals?
Our model puts the probability of over 2.5 goals in this match at 49%.
What is the head-to-head record between AS Roma and AC Milan?
Record (4 meetings): AS Roma 0W | Draws 2 | AC Milan 2W.
What form are AS Roma and AC Milan in?
AS Roma (all comps): 1W-5D-4L in 10 | 0.80 PPG | GF 1.10 / GA 1.60 | L5 D-L-W-D-L. AC Milan (all comps): 7W-2D-1L in 10 | 2.30 PPG | GF 2.10 / GA 0.70 | L5 W-W-W-W-W.
🧮 Model Insight
Behind the Numbers
The model rates AS Roma's attack at 1.13x the league average against AC Milan's defence at 0.85x — combine the two and it projects 1.26 expected goals for the hosts. Flip it around — AC Milan's attack (1.07x) against AS Roma's defence (1.03x) — and the away total comes out at 1.39.
The sample (40/40 games) mixes this season and last, since the current campaign is still relatively young.
Scoreline Breakdown
Of every possible scoreline, 1-1 carries the highest individual probability at 14.0% — still a long way from a near-certainty, which says something about how open this one is on paper. Close behind: 0-0 (8.7%), 1-2 (8.6%). Those top three scorelines alone account for 31% of the model's total probability mass — a relatively concentrated, predictable distribution for this fixture.
Most Likely Outcome
AC Milan Win
34%
2.95
26%
3.84
40%
2.50
Top 3 Most Likely Scorelines
1 – 1
12.4%
Draw
Most likely
0 – 1
9.8%
Away win
1 – 0
8.9%
Home win
Expected Goals & Win Odds
1.26
AS Roma xG
Total xG
2.65
1.39
AC Milan xG
2.95
34%
Home win
3.84
26%
Draw
2.50
40%
Away win
Goals Markets
74%
Over 1.5
1.35
26%
Under 1.5
3.85
49%
Over 2.5
2.04
51%
Under 2.5
1.96
27%
Over 3.5
3.70
73%
Under 3.5
1.37
13%
Over 4.5
7.69
87%
Under 4.5
1.15
Match Markets
Both Teams to Score
54%
BTTS Yes
1.86
46%
BTTS No
2.16
Clean Sheet
25%
4.01
28%
3.52
Win to Nil
8%
11.84
11%
8.79
Score Probability Matrix (%)
| H \ A | 0 | 1 | 2 | 3 | 4 | 5 |
|---|---|---|---|---|---|---|
| 0 | 7.1 | 9.8 | 6.8 | 3.2 | 1.1 | 0.3 |
| 1 | 8.9 | 12.4 | 8.6 | 4.0 | 1.4 | 0.4 |
| 2 | 5.6 | 7.8 | 5.4 | 2.5 | 0.9 | 0.2 |
| 3 | 2.3 | 3.3 | 2.3 | 1.1 | 0.4 | 0.1 |
| 4 | 0.7 | 1.0 | 0.7 | 0.3 | 0.1 | – |
| 5 | 0.2 | 0.3 | 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 AS Roma vs AC Milan?
Our Poisson model rates 1-1 as the single most likely exact scoreline, at 14.0%.
How many goals are AS Roma and AC Milan expected to score?
The model projects 1.26 expected goals for AS Roma and 1.39 for AC Milan, a combined total of 2.65.
How confident is the prediction model for AS Roma vs AC Milan?
Not very — the model's leading outcome sits at just 40%, meaning this is rated as a genuinely open contest with no dominant favourite.
📈 Form Insight
The Form Picture
AS Roma come into this having played 40 games, going 18W 10D 12L for 1.60 points per game. Their last five reads D-L-W-D-L. It's still early in the season for AS Roma, so this record blends in a handful of games from last season too.
On the other side, AC Milan sit at 1.90 PPG from 40 outings (22W 10D 8L), a run that reads W-W-W-W-W across their last five. It's still early in the season for AC Milan, so this record blends in a handful of games from last season too.
There isn't much between them on recent form — 1.60 PPG for AS Roma against 1.90 for AC Milan. Neither side arrives with a clear form advantage.
Home & Away Splits
AS Roma's home form reads 11W 4D 5L across 20 games on their own ground, a 1.85 PPG return.
Away from home, AC Milan have taken 1.50 points per game from 20 outings (8W 6D 6L).
Scoring & Defensive Trends
AS Roma are averaging 1.32 goals scored and 1.05 conceded per game recently; AC Milan are on 1.75 scored and 1.10 conceded.
On BTTS specifically: AC Milan in 60%.
Defensively: AS Roma have kept a clean sheet in 35% of their games — worth knowing if you're weighing up clean-sheet or BTTS-No markets.
Last 40 Results — Serie A
Current season: same league only · Previous season: all leagues (covers promoted/relegated teams)
AS Roma
Early Season
AC Milan
Early Season
❓ Frequently Asked Questions
What form are AS Roma and AC Milan in coming into this match?
AS Roma have gone 18W 10D 12L in their last 40 games (1.60 PPG), while AC Milan have gone 22W 10D 8L in their last 40 (1.90 PPG).
Which team has the better venue record — AS Roma at home or AC Milan away?
AS Roma's home record (1.85 PPG) is the stronger of the two venue-specific splits — AS Roma at home: 1.85 PPG; AC Milan away: 1.50 PPG.
Have AS Roma or AC Milan been keeping clean sheets recently?
AS Roma have kept a clean sheet in 35% of their recent games, AC Milan in 32%.
⚔️ Rivalry Insight
History of the Fixture
On record, these two have faced off 10 times since October 2021 — enough meetings to establish some real patterns. Every recorded meeting has come in Serie A. They last met on 25 January 2026, roughly 6 months ago.
Records & Recent Trends
Specifically as hosts in this fixture, AS Roma have gone 1W 2D 2L from 5 meetings on their own ground against AC Milan — worth weighing alongside the overall series record.
Last 10 Meetings
1
AS Roma
4
Draws
5
AC Milan
Recent Meetings
❓ Frequently Asked Questions
What is the head-to-head record between AS Roma and AC Milan?
From 10 meetings on record, AS Roma have won 1, AC Milan have won 5, and 4 have been drawn.
When did AS Roma and AC Milan last play each other?
They last met on 25 January 2026, when AS Roma 1-1 AC Milan.
Who has won more matches between AS Roma and AC Milan?
AC Milan have the better head-to-head record, with 5 wins from 10 meetings.
📈 Trading Insight
How These Sides Start
AS Roma are typically involved in an early goal — the half-time board shows at least one in 70% of their matches. They've gone in front at half-time 30% of the time.
AC Milan are typically involved in an early goal — the half-time board shows at least one in 70% 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 — AS Roma 35%, AC Milan 55% — no strong lean either way from the trading data alone.
Over 2.5 has been close to a coin-flip for both sides — 40% (AS Roma) and 50% (AC Milan).
On the defensive side: AS Roma keep a clean sheet in 45% of their matches.
Current season: same league only. Previous season: all leagues (covers promoted/relegated teams). All = any venue | Venue = AS Roma home games / AC Milan away games. HT metrics require half-time score data — shown as — where unavailable.
❓ Frequently Asked Questions
Do both teams usually score when AS Roma play AC Milan?
Not especially — both teams scoring has occurred in only 35% of AS Roma's recent matches and 55% of AC Milan's, a rate that leans toward BTTS No.
Is AS Roma vs AC Milan usually a high-scoring fixture?
Not particularly — Over 2.5 goals has come in for only 40% of AS Roma's recent games and 50% of AC Milan's, pointing to a tighter contest.
Do AS Roma and AC Milan tend to score early?
AS Roma have had a goal before half-time in 70% of their recent matches, AC Milan in 70% — a useful reference point for first-half goal markets.
Prediction vindicated as AC Milan edge out AS Roma 1-2.
📝 Match Report
How It Unfolded
AC Milan beat AS Roma 1-2 at Stadio Olimpico, Regular Season - 3, in the Serie A. 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 AS Roma 1.26 xG and AC Milan 1.39 xG, a combined 2.65. The scoreboard read 1-2 for 3 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 AS Roma attack 1.13 / defence 1.03 against AC Milan attack 1.07 / defence 0.85, drawn from 40/40 games (Blended).
On the result, the model split it AS Roma 34% | Draw 26% | AC Milan 40%, with AC Milan to win its most likely call at 40%. The scoreboard confirmed the model's leading pick.
Goals & Markets
The model rated Over 2.5 goals at 49%. The game delivered 3, so it went over — a miss for the goals model. Over 1.5 had been 74% and landed. On both teams to score, the model sat at 54% and the match saw both sides score — another call in the model's favour. Historically the two sides average 49% Over 2.5 across their same-competition games (AS Roma 45%, AC Milan 52%), a base rate that pointed the other way from today's over. Their combined BTTS history runs at 55%, which matched the both-scored outcome.
Trading Patterns vs Reality
AS Roma's trading profile (40 games, 20 home) set some clear expectations: BTTS lands in 50% of their matches — today it did; they keep a clean sheet 35% of the time, and conceded here.
AC Milan's trading profile (40 games, 20 away) set some clear expectations: BTTS lands in 60% 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 — AS Roma 1.60 PPG, AC Milan 1.90 PPG — offering no strong steer, and the AC Milan win broke the near-deadlock. AS Roma (home/away splits) shipped 2 against a 0.85 concession average — a leakier day than usual.
Verdict
Grading the result against the stored data, 2 of 3 pre-match signals came in: result (hit), Over 2.5 (miss), BTTS (hit). A mixed scorecard — the data caught the broad shape of the game but not every market.
💡 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.