Predicted match statistics
| Stat | Home | safe | safer | Away | safe | safer | Total |
|---|---|---|---|---|---|---|---|
| Goals | 1.35 | 0.39–2.32 | 0.13–2.58 | 1.84 | 0.98–2.70 | 0.74–2.95 | 3.200.87–5.53 |
| Shots on target | 5.04 | 3.18–6.89 | 2.68–7.39 | 4.70 | 2.99–6.41 | 2.52–6.88 | 9.745.21–14.27 |
| Total shots | 14.99 | 11.29–18.69 | 10.26–19.72 | 12.60 | 9.22–15.98 | 8.29–16.91 | 27.5918.54–36.63 |
| Shots in box | 9.26 | 6.74–11.77 | 5.88–12.64 | 9.47 | 7.17–11.77 | 6.37–12.56 | 18.7212.25–25.20 |
| Blocked shots | 3.82 | 2.23–5.40 | 1.70–5.94 | 3.52 | 2.11–4.94 | 1.62–5.43 | 7.343.32–11.36 |
| Corners | 5.47 | 3.26–7.67 | 2.67–8.27 | 5.63 | 3.65–7.60 | 3.11–8.14 | 11.105.78–16.41 |
| Possession % | 46.50 | 40.18–52.81 | 38.58–54.41 | 53.57 | 47.25–59.89 | 45.66–61.49 | — |
| Passes | 383 | 318–449 | 300–466 | 428 | 363–492 | 345–510 | 811646–976 |
| Pass accuracy % | 76.80 | 72.58–81.01 | 71.28–82.31 | 83.70 | 79.20–88.21 | 77.87–89.54 | — |
| Fouls | 10.97 | 8.11–13.83 | 7.23–14.71 | 14.79 | 11.85–17.74 | 10.93–18.66 | 25.7618.16–33.37 |
| Offsides | 2.61 | 1.40–3.82 | 1.06–4.17 | 2.08 | 0.92–3.24 | 0.59–3.58 | 4.691.65–7.74 |
| Yellow cards | 2.27 | 1.21–3.33 | 0.94–3.60 | 2.42 | 1.30–3.54 | 1.01–3.83 | 4.691.95–7.43 |
| Red cards | 0.10 | 0.00–0.26 | 0.00–0.41 | 0.13 | 0.00–0.32 | 0.00–0.47 | 0.230.00–0.88 |
| GK saves | 3.11 | 1.69–4.52 | 1.30–4.91 | 3.20 | 1.65–4.76 | 1.22–5.19 | 6.312.52–10.10 |
safe = prediction ± MAE · safer = ± RMSE of the serving model for that statistic
Who wins each stat?
home draw away
Goals
28%
23%
49%
Shots on target
48%
39%
Total shots
64%
29%
Shots in box
43%
47%
Blocked shots
47%
15%
38%
Corners
42%
46%
Fouls
20%
74%
Offsides
50%
18%
31%
Yellow cards
38%
19%
43%
Red cards
80%
GK saves
40%
16%
43%
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+