Serie A
Pre-match
High risk

Atalanta vs Bologna

Mon, Aug 31, 06:45 PMNew Balance Arena

AI prediction

Away Win

Confidence 46/100

Model verdict
High risk

Away Win

Atalanta (LDWLD) project at 1.2 expected goals versus 1.7 for Bologna (LDWWD). The blended Poisson, form, rating and market signals lean Away Win at 46/100 confidence with high risk. Team strength uses the 2025 historical season baseline, so confidence is deliberately capped.

Confidence

46/100

Confidence
46/100

Strongest cover

12

74.4% probability

Risk classification

High

25.6% draw weight

Value status

Unpriced

Pre-match odds unavailable

Market sample

Unavailable

No pre-match quotes

Full distribution

Market probabilities

1X2

A win27.8%
Draw25.6%
B win46.6%

Goals

Over 1.578.2%
Over 2.554%
Under 2.546%

Both teams to score

Yes56.7%
No43.3%

Complementary outcomes total 100%; values are model estimates, not implied guarantees.

Inputs behind the forecast

Evidence ledger

Atalanta

5/15 recent form points

LDWLD
xG / match
0.92
xGA / match
2.70
Goals / match
1.34
Shots on target
Unavailable

Bologna

8/15 recent form points

LDWWD
xG / match
2.06
xGA / match
0.81
Goals / match
1.29
Shots on target
Unavailable

Matchup xG signal

A derived xG

0.86

B derived xG

2.38

Derived by averaging each team's season xG per match with the opponent's xG conceded per match. Combined signal: 3.25. This is a transparent matchup indicator, not a separately trained score forecast.

Price interpretation

Value read

Odds unavailable for this fixture

The forecast is based on team and matchup evidence only. No model-versus-market edge is claimed until a complete price set is available.

Provenance

Model card

Version
livewin-hybrid-v0.6
Data source
Licensed live data feed
Statistics baseline
2025 season
Odds timestamp
No odds available
Optional coverage
No H2H · no odds
Confidence
Signal agreement score
Risk
High · uncertainty remains

Confidence reflects separation, form, market agreement and volatility. It does not equal the probability of the displayed pick, and it should not be used as a stake recommendation.

Head-to-Head

Recent head-to-head data is unavailable on the current API tier.

Odds Comparison

No pre-match bookmaker prices are available for this fixture. The model does not claim a market edge.

Model reasoning

Bologna’s away win chance is slightly higher than Atalanta’s home win, with away win at 46.6% versus home win at 27.8% and a draw at 25.6%. Bologna’s recent form also looks steadier, with LDWWD compared with Atalanta’s LDWLD, which supports the lean toward Bologna rather than a home result. In scoring terms, both teams to score is favored at 56.7%, and over 2.5 goals is at 54.0%. That aligns with the overall goal profiles: Atalanta has 51 goals scored and 36 conceded, while Bologna has 49 scored and 46 conceded, suggesting a match where goals are plausible on both sides. The expected goals figures point to a more complex picture. Bologna’s expected goals for (78.44) are notably higher than Atalanta’s (35.07), which supports Bologna’s attacking edge, while Atalanta’s expected goals against (102.64) is much higher than Bologna’s (30.60), indicating Atalanta may struggle defensively in this dataset. With confidenceScore at 46 and riskLevel listed as High, the prediction is not strongly one-sided. The draw remains a meaningful possibility, and the moderate over/BTTS probabilities suggest the game could swing on finishing rather than a clear dominance.

Recorded forecast

Match is not completed yet. The recorded forecast, final score, and its track-record contribution appear here after settlement.

Team hubs: Atalanta predictions · Bologna predictions

Predictions are probabilistic and for informational/analytical purposes only. No outcome is guaranteed.