Predicted match statistics
| Stat | Home | safe | safer | Away | safe | safer | Total |
|---|---|---|---|---|---|---|---|
| Goals | 1.92 | 0.96–2.89 | 0.70–3.15 | 0.99 | 0.13–1.85 | 0.00–2.10 | 2.910.58–5.24 |
| Shots on target | 5.33 | 3.48–7.19 | 2.98–7.69 | 3.55 | 1.84–5.26 | 1.37–5.73 | 8.884.35–13.42 |
| Total shots | 15.60 | 11.89–19.30 | 10.86–20.33 | 11.10 | 7.72–14.48 | 6.79–15.41 | 26.7017.65–35.74 |
| Shots in box | 9.67 | 7.15–12.18 | 6.28–13.05 | 7.25 | 4.95–9.55 | 4.15–10.35 | 16.9210.44–23.40 |
| Blocked shots | 3.99 | 2.40–5.57 | 1.87–6.11 | 2.65 | 1.23–4.06 | 0.75–4.55 | 6.642.62–10.66 |
| Corners | 5.78 | 3.57–7.99 | 2.98–8.58 | 4.16 | 2.18–6.14 | 1.65–6.68 | 9.944.63–15.26 |
| Possession % | 59.91 | 53.60–66.23 | 52.00–67.83 | 40.60 | 34.28–46.92 | 32.69–48.52 | — |
| Passes | 523 | 457–588 | 440–606 | 360 | 296–425 | 278–443 | 883718–1048 |
| Pass accuracy % | 86.01 | 81.80–90.23 | 80.50–91.53 | 78.81 | 74.30–83.32 | 72.97–84.65 | — |
| Fouls | 11.25 | 8.39–14.10 | 7.50–14.99 | 11.86 | 8.92–14.81 | 8.00–15.73 | 23.1115.50–30.71 |
| Offsides | 1.74 | 0.54–2.95 | 0.19–3.30 | 2.12 | 0.96–3.29 | 0.63–3.62 | 3.870.82–6.92 |
| Yellow cards | 1.68 | 0.63–2.74 | 0.35–3.01 | 2.10 | 0.98–3.22 | 0.69–3.51 | 3.781.04–6.52 |
| Red cards | 0.06 | 0.00–0.21 | 0.00–0.36 | 0.06 | 0.00–0.25 | 0.00–0.40 | 0.110.00–0.76 |
| GK saves | 2.65 | 1.24–4.07 | 0.85–4.46 | 3.42 | 1.87–4.98 | 1.44–5.41 | 6.082.29–9.87 |
safe = prediction ± MAE · safer = ± RMSE of the serving model for that statistic
Who wins each stat?
home draw away
Goals
59%
22%
19%
Shots on target
67%
22%
Total shots
78%
17%
Shots in box
68%
24%
Blocked shots
63%
14%
23%
Corners
64%
25%
Fouls
41%
51%
Offsides
32%
21%
47%
Yellow cards
31%
21%
48%
Red cards
89%
GK saves
30%
16%
54%
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+