Predicted match statistics
| Stat | Home | safe | safer | Away | safe | safer | Total |
|---|---|---|---|---|---|---|---|
| Goals | 0.92 | 0.00–1.88 | 0.00–2.14 | 2.49 | 1.63–3.35 | 1.38–3.59 | 3.411.08–5.73 |
| Shots on target | 3.53 | 1.68–5.39 | 1.18–5.89 | 6.39 | 4.69–8.10 | 4.22–8.57 | 9.935.40–14.46 |
| Total shots | 11.26 | 7.55–14.96 | 6.52–15.99 | 19.19 | 15.81–22.57 | 14.88–23.50 | 30.4421.40–39.49 |
| Shots in box | 6.45 | 3.93–8.96 | 3.07–9.83 | 11.51 | 9.21–13.81 | 8.41–14.61 | 17.9511.48–24.43 |
| Blocked shots | 3.12 | 1.54–4.71 | 1.01–5.24 | 4.59 | 3.17–6.00 | 2.69–6.49 | 7.713.69–11.73 |
| Corners | 3.85 | 1.64–6.05 | 1.05–6.65 | 6.76 | 4.79–8.74 | 4.25–9.28 | 10.615.30–15.93 |
| Possession % | 33.91 | 27.59–40.23 | 26.00–41.83 | 65.76 | 59.44–72.08 | 57.84–73.67 | — |
| Passes | 271 | 206–336 | 188–354 | 508 | 443–572 | 426–590 | 779614–944 |
| Pass accuracy % | 66.31 | 62.09–70.52 | 60.79–71.82 | 83.84 | 79.34–88.35 | 78.01–89.68 | — |
| Fouls | 13.32 | 10.46–16.18 | 9.58–17.06 | 10.19 | 7.24–13.13 | 6.32–14.05 | 23.5115.90–31.11 |
| Offsides | 2.61 | 1.41–3.82 | 1.06–4.17 | 1.56 | 0.39–2.72 | 0.06–3.05 | 4.171.12–7.22 |
| Yellow cards | 2.39 | 1.33–3.45 | 1.06–3.72 | 1.96 | 0.84–3.08 | 0.55–3.37 | 4.351.61–7.09 |
| Red cards | 0.11 | 0.00–0.26 | 0.00–0.41 | 0.08 | 0.00–0.27 | 0.00–0.42 | 0.190.00–0.83 |
| GK saves | 3.63 | 2.21–5.04 | 1.82–5.43 | 2.60 | 1.04–4.15 | 0.61–4.58 | 6.222.43–10.01 |
safe = prediction ± MAE · safer = ± RMSE of the serving model for that statistic
Who wins each stat?
home draw away
Goals
16%
72%
Shots on target
14%
77%
Total shots
91%
Shots in box
86%
Blocked shots
24%
63%
Corners
14%
77%
Fouls
71%
23%
Offsides
60%
18%
22%
Yellow cards
48%
19%
32%
Red cards
84%
GK saves
58%
15%
27%
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+