Bologna 2-1 Cagliari – Result & Analysis

Poisson model rates Bologna at 41%, yet in-form Cagliari provide a compelling counter-argument — this Bologna vs Cagliari fixture contains genuine analytical tension.

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Full Analysis

Stadio Renato Dall'Ara plays host to Bologna versus Cagliari in Serie A (matchday 3). Kick-off: Saturday 2 September 2023 at 18:30 UK time.

Form & Momentum

Bologna have collected 1.10 PPG across their last 10 games: 2W 5D 3L. Last five: W D W L D. Offensively they are averaging 1.50 goals per game, with 1.50 conceded. 1 clean sheet from 10 outings (10%). 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.

In front of their own supporters, Bologna have posted 3W 5D 2L from their last 10 home games — 1.40 PPG. At home they are averaging 1.00 goals scored and 0.70 conceded per game. 5 clean sheets from their last 10 home games (50%) — they are an exceptionally hard side to score against at home. At home, both teams have scored in only 30% of games — reinforcing BTTS No as the home-venue-backed angle.

Cagliari's record over their last 10 games: 6W 3D 1L (2.10 PPG). Last five: D D W D L. They are scoring at 1.50 per game and conceding 0.70. 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. 5 clean sheets from 10 games (50%) is an exceptional defensive record — they are keeping clean sheets more often than not.

Cagliari's away record over their last 10 away games: 4W 5D 1L (1.70 PPG). Away from home they average 1.30 goals scored and 0.30 conceded per game. 8 away clean sheets from their last 10 away games (80%) — they are hard to break down on the road. Away from home, both teams have scored in only 20% of games — a low rate that backs BTTS No when they travel.

On a straight form reading, Cagliari are the stronger side — 1.00 PPG clear of the hosts (2.10 vs 1.10). Backing them with draw insurance is the conservative play if the outright away price appears short.

Both sides have a clean-sheet tendency (from Bologna's last 10 home games and Cagliari's last 10 away games) — Bologna have seen both teams score in just 30% of their matches, Cagliari in only 20%. BTTS No has clear statistical support from the form record of both squads.

Head-to-Head

The head-to-head record is closely matched — across the 2 H2H matches in our data, the wins are level at 1 apiece, with 0 draws. Neither side has a commanding advantage. With only 2 H2H matches to go on, treat this as a light input.

The 2 H2H matches in our data averaged 2.5 goals per game — a neutral rate that gives no strong lean on the goals market from the H2H alone. The most recent of those, on 11 Jan 2022, ended Bologna 1–2 Cagliari — a Cagliari win.

The head-to-head data offers no strong steer in either the result or goals markets. Form, the model and current market pricing should carry more weight for this fixture.

Trading

Bologna half-time and goal-timing data (last 40 games, 19 of them at home): at least one goal arrives before half-time in 63% of their matches in home games; when goalless at HT, a second-half goal follows 78% of the time; two or more arrive in the second half on 56% of those occasions; of the 11 games they led at half-time, they failed to win 46%; of the 13 games they trailed at half-time, they recovered to draw or win 31%; BTTS occurs in 47% of their matches (home games); Over 2.5 goals lands in 32% of games (home games).

Cagliari half-time and goal-timing data (last 40 games, 19 of them away): at least one goal arrives before half-time in 58% of their matches in away games; when goalless at HT, a second-half goal follows 43% of the time; of the 12 games they led at half-time, they failed to win 42%; of the 8 games they trailed at half-time, they recovered to draw or win 38%; BTTS occurs in 37% of their matches (away games); Over 2.5 goals lands in 37% of games (away games); they fail to score in 30% of games.

BTTS rates are mixed from the trading data — Bologna 62% versus Cagliari 52%; no strong lean in either direction. The over/under 2.5 picture is inconclusive from the in-play data (Bologna 50% | Cagliari 40%). There is an in-play dynamic worth noting: Bologna surrender their half-time lead 46% of the time, while Cagliari have come from behind at the break to draw or win in 38% of cases — a combination that makes laying the hosts at HT a potential angle. Note also that Cagliari surrender HT leads in 42% of cases while Bologna recover from half-time deficits to draw or win 31% of the time — a dynamic that could influence in-play positioning.

Poisson Model

The Poisson distribution model projects Bologna 1.11 xG and Cagliari 0.87 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: Bologna attack 0.868 / defence 0.966 | Cagliari attack 0.710 / defence 0.978. League average goals — home 1.310 / away 1.267. Cagliari's attack rating of 0.710 is below the league average, which holds their xG down at 0.87. Data: built from Bologna's last 40 games and Cagliari's last 2. Some of those games are older results, so treat these probabilities as directional rather than precise.

Result probabilities: Bologna 41% | Draw 31% | Cagliari 28%. Fair-value odds: Bologna 2.44 | Draw 3.26 | Cagliari 3.54. This is a low-confidence result — no outcome reaches 45%. The draw at 31% is a primary outcome, not an afterthought.

Goals markets: Over 2.5 probability 32% | BTTS Yes probability 39% | Total xG 1.98. Under 2.5 is the strongly backed market at 68% probability — total xG of 1.98 sits well below the 2.5 threshold. The model is projecting a tight, low-scoring match. BTTS No at 61% is only a slight lean — the model gives both sides a fair chance of scoring, so No isn't a clear standalone call.

Verdict

The Poisson model's primary lean is Bologna at 41% — marginal model lean. Note a divergence: in-form Cagliari (2.10 PPG) cuts against the Poisson lean — the model adjusts for opposition strength, which raw form results do not. Draw probability of 31% warrants consideration of Double Chance or Draw No Bet on Bologna if the outright odds are short. The opposing side holds a 28% win probability per the model — this is not a banker and should be staked accordingly.

Poisson projects 1.98 total expected goals, pointing to Under 2.5 at 68% probability — reasonable conviction, supported by recent form (Bologna's last 10 home games and Cagliari's last 10 away games) averaging 1.6 goals per game.

On the BTTS market, Poisson puts 61% on No. Form rates corroborate — both teams scored in: Bologna 30% (last 10 home games) | Cagliari 20% (last 10 away games).

The Poisson model's sample (Bologna 40 games, Cagliari 2) includes some older results, so its projections carry extra uncertainty — weight recent form and the odds accordingly.

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