Predicted match statistics
| Stat | Home | safe | safer | Away | safe | safer | Total |
|---|---|---|---|---|---|---|---|
| Goals | 1.36 | 0.40–2.32 | 0.14–2.58 | 1.63 | 0.77–2.49 | 0.52–2.73 | 2.980.66–5.31 |
| Shots on target | 4.87 | 3.01–6.73 | 2.52–7.23 | 4.60 | 2.89–6.31 | 2.43–6.78 | 9.474.94–14.00 |
| Total shots | 14.39 | 10.69–18.10 | 9.66–19.13 | 13.20 | 9.82–16.58 | 8.89–17.51 | 27.5918.55–36.63 |
| Shots in box | 9.60 | 7.08–12.11 | 6.22–12.98 | 9.43 | 7.13–11.73 | 6.33–12.53 | 19.0312.55–25.51 |
| Blocked shots | 4.16 | 2.57–5.74 | 2.04–6.28 | 3.53 | 2.12–4.95 | 1.63–5.44 | 7.693.67–11.71 |
| Corners | 4.49 | 2.28–6.69 | 1.69–7.29 | 5.70 | 3.73–7.68 | 3.19–8.22 | 10.194.87–15.51 |
| Possession % | 45.95 | 39.63–52.26 | 38.03–53.86 | 52.83 | 46.51–59.15 | 44.92–60.75 | — |
| Passes | 441 | 375–506 | 358–523 | 512 | 447–576 | 430–594 | 952787–1117 |
| Pass accuracy % | 77.59 | 73.38–81.81 | 72.08–83.11 | 79.18 | 74.67–83.68 | 73.34–85.01 | — |
| Fouls | 10.87 | 8.01–13.73 | 7.13–14.61 | 10.89 | 7.94–13.83 | 7.02–14.75 | 21.7614.15–29.36 |
| Offsides | 1.91 | 0.70–3.12 | 0.36–3.46 | 1.81 | 0.65–2.98 | 0.32–3.31 | 3.720.67–6.77 |
| Yellow cards | 1.93 | 0.87–2.98 | 0.60–3.25 | 1.54 | 0.42–2.66 | 0.13–2.95 | 3.470.73–6.21 |
| Red cards | 0.06 | 0.00–0.21 | 0.00–0.37 | 0.06 | 0.00–0.25 | 0.00–0.40 | 0.120.00–0.76 |
| GK saves | 2.79 | 1.38–4.21 | 0.99–4.59 | 2.95 | 1.39–4.50 | 0.96–4.93 | 5.741.95–9.53 |
safe = prediction ± MAE · safer = ± RMSE of the serving model for that statistic
Who wins each stat?
home draw away
Goals
32%
24%
44%
Shots on target
47%
13%
40%
Total shots
55%
37%
Shots in box
47%
44%
Blocked shots
52%
14%
34%
Corners
29%
59%
Fouls
46%
46%
Offsides
41%
22%
37%
Yellow cards
47%
22%
31%
Red cards
89%
GK saves
39%
17%
44%
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+