Serie A · engine xGB Current v1 · doesn't know lineups or injuries · reassessed after earlier results (rev 2)

Roma vs Atalanta

Saturday 5 Sept, 18:45
47 · 29 · 24ROM · draw · ATA
10
Likeliest ROM win · 11%
ROMA 47%DRAW 29%ATALANTA 24%

Expected goals: ROM 1.56 · ATA 1.09

Goals
Over 1.5 goals73%
Over 2.5 goals48%
Over 3.5 goals28%
Both teams score55%
Double chance
ROM or draw76%
Draw or ATA53%
ROM or ATAno draw71%
Draw no bet
ROMstake returned on a draw66%
ATA34%
Clean sheets
ROM clean sheet34%
ATA clean sheet21%

Model probabilities, not odds and not advice. Our own leaderboard shows no model here beats the closing market once the bookmaker’s margin is paid.

Every scoreline, priced — tap a cell
ROMATA012345
0
1
2
3
4
5
Darker green = likelier. Rows are ROM goals, columns ATA. Scores of six or more each way carry the remaining probability.
What this is built from
The engine weighs
  • Chance quality created and conceded, both sides, all season
  • Opponent strength and venue
  • Recent play, weighted toward now
It cannot see
  • Confirmed lineups
  • Injuries and suspensions
  • Cup rotation plans

Thin evidence: the engine has seen little recent top-flight data on Roma and Atalanta — this assessment leans on conservative defaults more than usual.

Engine internals are proprietary. The complete performance record — including every miss — is public on the record.

Head to head · 24 meetings since 2014/15
ROM 48 drawn12 ATA
2025/26Roma11Atalanta2026-04-18
2025/26Atalanta10Roma2026-01-03
2024/25Atalanta21Roma2025-05-12
2024/25Roma02Atalanta2024-12-02
2023/24Atalanta21Roma2024-05-12

Match-level assessment. No scorer projections here: we hold every appearance in this league, and a player model has been measured on it, but its probabilities came out over-confident for the players you would actually read. Recorded before kickoff, revised only until kickoff, graded after full time. Probabilities, never advice.