Predicted match statistics
| Stat | Home | safe | safer | Away | safe | safer | Total |
|---|---|---|---|---|---|---|---|
| Goals | 2.07 | 1.11–3.04 | 0.85–3.30 | 0.91 | 0.05–1.76 | 0.00–2.01 | 2.980.65–5.31 |
| Shots on target | 6.07 | 4.22–7.93 | 3.72–8.43 | 3.66 | 1.95–5.36 | 1.48–5.83 | 9.735.20–14.26 |
| Total shots | 16.11 | 12.41–19.81 | 11.38–20.84 | 10.14 | 6.76–13.52 | 5.83–14.45 | 26.2517.21–35.29 |
| Shots in box | 10.30 | 7.79–12.82 | 6.92–13.68 | 6.41 | 4.11–8.71 | 3.31–9.51 | 16.7210.24–23.19 |
| Blocked shots | 4.48 | 2.90–6.06 | 2.36–6.60 | 2.45 | 1.04–3.86 | 0.55–4.35 | 6.932.91–10.95 |
| Corners | 6.24 | 4.04–8.45 | 3.44–9.04 | 3.70 | 1.72–5.68 | 1.19–6.22 | 9.944.63–15.26 |
| Possession % | 58.08 | 51.76–64.40 | 50.16–65.99 | 41.02 | 34.70–47.34 | 33.10–48.93 | — |
| Passes | 520 | 455–585 | 437–603 | 349 | 284–414 | 267–431 | 869704–1034 |
| Pass accuracy % | 77.46 | 73.24–81.67 | 71.94–82.97 | 67.90 | 63.39–72.41 | 62.06–73.74 | — |
| Fouls | 11.11 | 8.25–13.96 | 7.36–14.85 | 11.52 | 8.57–14.46 | 7.65–15.38 | 22.6215.02–30.23 |
| Offsides | 1.67 | 0.46–2.88 | 0.12–3.22 | 1.61 | 0.44–2.77 | 0.11–3.10 | 3.280.23–6.33 |
| Yellow cards | 1.73 | 0.67–2.78 | 0.40–3.06 | 2.03 | 0.91–3.15 | 0.62–3.44 | 3.761.02–6.50 |
| Red cards | 0.04 | 0.00–0.19 | 0.00–0.34 | 0.08 | 0.00–0.27 | 0.00–0.42 | 0.120.00–0.76 |
| GK saves | 2.12 | 0.71–3.54 | 0.32–3.93 | 3.52 | 1.97–5.08 | 1.54–5.51 | 5.651.86–9.44 |
safe = prediction ± MAE · safer = ± RMSE of the serving model for that statistic
Who wins each stat?
home draw away
Goals
64%
20%
15%
Shots on target
73%
17%
Total shots
86%
Shots in box
80%
14%
Blocked shots
72%
16%
Corners
74%
16%
Fouls
42%
49%
Offsides
40%
23%
37%
Yellow cards
33%
21%
45%
Red cards
89%
GK saves
21%
15%
65%
Model-implied probabilities from the predicted rates (Poisson approximation, teams treated as independent).
Model details — best model per statistic (lgbm, lstm_mlp_multi, lstm_mlp_single, xgb) · snapshot 2b4a317d · computed
| Target | Model / policy | Variant | PCA | MAE | RMSE |
|---|---|---|---|---|---|
| AWAY_BLOCKED_SHOTS | xgb | cform_coach_mean_rest | none | 1.415 | 1.901 |
| AWAY_CORNERS | xgb | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 1.978 | 2.516 |
| AWAY_FOULS | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | full | 2.945 | 3.863 |
| AWAY_GK_SAVES | lstm_mlp_multi | cform_coach_form_mean_rest | none | 1.554 | 1.986 |
| AWAY_GOALS | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 0.860 | 1.106 |
| AWAY_OFFSIDES | lstm_mlp_multi | cform_coach_mean_rest | none | 1.163 | 1.495 |
| AWAY_PASSES | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 64.581 | 82.146 |
| AWAY_PASS_ACC | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 4.507 | 5.837 |
| AWAY_POSSESSION | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 6.319 | 7.916 |
| AWAY_REDCARDS | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | full | 0.193 | 0.337 |
| AWAY_SHOTS_IN_BOX | xgb | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 2.301 | 3.098 |
| AWAY_SHOTS_ON_TARGET | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 1.707 | 2.176 |
| AWAY_TOTAL_SHOTS | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 3.378 | 4.309 |
| AWAY_YELLOWCARDS | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 1.120 | 1.410 |
| HOME_BLOCKED_SHOTS | xgb | cards_cform_coach_form_mean_rest | none | 1.584 | 2.119 |
| HOME_CORNERS | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 2.205 | 2.800 |
| HOME_FOULS | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | full | 2.857 | 3.742 |
| HOME_GK_SAVES | lstm_mlp_multi | cform_coach_form_mean_rest | none | 1.414 | 1.804 |
| HOME_GOALS | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 0.963 | 1.223 |
| HOME_OFFSIDES | lstm_mlp_multi | cform_coach_form_mean_rest | none | 1.209 | 1.554 |
| HOME_PASSES | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 65.331 | 82.955 |
| HOME_PASS_ACC | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 4.216 | 5.517 |
| HOME_POSSESSION | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 6.318 | 7.914 |
| HOME_REDCARDS | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 0.153 | 0.306 |
| HOME_SHOTS_IN_BOX | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 2.516 | 3.381 |
| HOME_SHOTS_ON_TARGET | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 1.856 | 2.355 |
| HOME_TOTAL_SHOTS | lstm_mlp_single | cards_cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 3.703 | 4.734 |
| HOME_YELLOWCARDS | lgbm | cform_coach_diffmean_diffsum_form_h2h_mean_nplayers_referee_rest_stage_sum | none | 1.056 | 1.328 |
Statistical estimates for information & entertainment only — not betting advice.18+