Ascoli v Empoli — Prediction, Odds & Stats
Saturday 17 October 2026 · ITA-Serie B · 2627
AI prediction
ai-blend v1.0 dailyRaw model output; no calibration record for this fixture's bands yet.
Top 5 scorelines
- 1-1 12.6%
- 2-1 9.8%
- 2-0 9.4%
- 1-0 9.2%
- 0-0 7.6%
Goals
| Over 2.5 | 53.0% | Under 2.5 | 47.0% |
| BTTS yes | 55.1% | BTTS no | 44.9% |
| Ascoli 1+ | 82.6% | Ascoli 2+ | 52.2% |
| Empoli 1+ | 64.9% | Empoli 2+ | 28.1% |
Expected goals 1.75 – 1.05. Every market above is read off one scoreline distribution.
Footing
Positive factors
- Ascoli carry the stronger rating, 1515 Elo against 1399.
- Form is good: 2.00 points a match from the last five.
Risk factors
- Data quality is 30/100, so this price rests on less than the model would like.
- Ascoli have only 2 matches on record.
Why the model thinks this
The price
Ascoli have an estimated 52.4% win probability, against 26.5% for the draw and 21.1% for Empoli. Expected goals from the ensemble are 1.75 for Ascoli and 1.05 for Empoli.
Why Ascoli
Ascoli carry the stronger rating, 1515 Elo against 1399. Form is good: 2.00 points a match from the last five.
Why the draw is live
The draw sits at 26.5%. Draws run at 32% in this competition.
Why Empoli can win
Nothing in the data singles out Empoli.
Key players
Empoli's leading contributors by expected goal involvements a match: Sebastiano Esposito (0.29), Lorenzo Colombo (0.24), Jacopo Fazzini (0.20).
Availability
No lineup on record for Ascoli, so availability is unknown. 1 of Empoli's top three contributors did not start their last match.
The matchup, as far as the data reaches
Ascoli: 63% possession, 15.0 shots a match, 21.0 faced, 0.30 xG a match from set pieces. Empoli: 36% possession, 10.4 shots a match, 14.8 faced, 0.23 xG a match from set pieces. Ascoli's shot volume meets a defence that concedes shots freely.
Inputs last refreshed: matches 2026-09-05 22:20 · team_stats 2026-09-05 09:41 · availability 2026-09-05 21:03 · prediction 2026-09-05 18:39 ·
Ascoli are the model's most likely outcome at 52.4%. The likeliest scoreline is 1-1 at 12.6%. Confidence 33/100, data quality 30/100. These are probabilities, not certainties: the less likely outcome happens as often as its number says.
Written from the numbers the model saw, not by a language model; nothing here is a statistic the snapshot does not hold. How predictions work.
Was this pick made in advance?
-oos is out of sample: it was fitted only on matches
played before this one, so its pick is a genuine forecast rather than hindsight.
Anything without that suffix was fitted on all available data.What the chances say
Empoli are conceding more than the chances against them merit — 3.5 goals above expected, which tends to correct.
Finishing swings far more than chance creation, so a gap this size usually narrows. Over ten matches it is suggestive, not settled — a genuinely elite finisher beats expected goals for years.
What the model said
| Model | Home / Draw / Away | Expected goals | Likeliest score | O2.5 | BTTS |
|---|---|---|---|---|---|
| dc-xg | 1.58–0.93 | 1-1 13% | 46% | 50% |
A model whose name ends -oos was produced by the walk-forward backtest:
it was fitted only on matches played before this one, so the pick is genuinely out of sample.