Predicted match statistics
| Stat | Home | safe | safer | Away | safe | safer | Total |
|---|---|---|---|---|---|---|---|
| Goals | 1.69 | 0.73–2.65 | 0.47–2.91 | 0.97 | 0.11–1.83 | 0.00–2.07 | 2.660.33–4.99 |
| Shots on target | 5.50 | 3.65–7.36 | 3.15–7.86 | 2.75 | 1.05–4.46 | 0.58–4.93 | 8.263.73–12.79 |
| Total shots | 17.19 | 13.49–20.90 | 12.46–21.93 | 9.23 | 5.85–12.61 | 4.92–13.54 | 26.4217.38–35.47 |
| Shots in box | 9.77 | 7.25–12.28 | 6.39–13.15 | 5.88 | 3.58–8.19 | 2.79–8.98 | 15.659.17–22.13 |
| Blocked shots | 4.29 | 2.71–5.88 | 2.17–6.41 | 2.36 | 0.94–3.77 | 0.45–4.26 | 6.652.63–10.67 |
| Corners | 6.44 | 4.23–8.64 | 3.64–9.24 | 3.67 | 1.69–5.65 | 1.15–6.19 | 10.114.79–15.42 |
| Possession % | 52.20 | 45.88–58.52 | 44.29–60.11 | 46.43 | 40.11–52.75 | 38.52–54.35 | — |
| Passes | 456 | 391–522 | 373–539 | 422 | 357–486 | 340–504 | 878713–1043 |
| Pass accuracy % | 83.26 | 79.05–87.48 | 77.75–88.78 | 80.34 | 75.83–84.84 | 74.50–86.18 | — |
| Fouls | 13.14 | 10.29–16.00 | 9.40–16.89 | 12.07 | 9.13–15.02 | 8.21–15.94 | 25.2217.61–32.82 |
| Offsides | 1.50 | 0.29–2.71 | 0.00–3.05 | 1.12 | 0.00–2.28 | 0.00–2.61 | 2.610.00–5.66 |
| Yellow cards | 1.80 | 0.74–2.85 | 0.47–3.13 | 2.37 | 1.25–3.49 | 0.96–3.78 | 4.171.43–6.90 |
| Red cards | 0.05 | 0.00–0.20 | 0.00–0.35 | 0.08 | 0.00–0.27 | 0.00–0.41 | 0.120.00–0.77 |
| GK saves | 1.84 | 0.42–3.25 | 0.03–3.64 | 3.77 | 2.21–5.32 | 1.78–5.75 | 5.601.81–9.39 |
safe = prediction ± MAE · safer = ± RMSE of the serving model for that statistic
Who wins each stat?
home draw away
Goals
54%
24%
22%
Shots on target
78%
Total shots
93%
Shots in box
81%
13%
Blocked shots
71%
17%
Corners
76%
15%
Fouls
54%
38%
Offsides
46%
26%
28%
Yellow cards
30%
20%
51%
Red cards
89%
GK saves
15%
73%
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+