Predicted match statistics
| Stat | Home | safe | safer | Away | safe | safer | Total |
|---|---|---|---|---|---|---|---|
| Goals | 1.18 | 0.22–2.14 | 0.00–2.40 | 1.38 | 0.52–2.24 | 0.28–2.49 | 2.560.23–4.89 |
| Shots on target | 3.95 | 2.09–5.81 | 1.60–6.31 | 3.98 | 2.27–5.68 | 1.80–6.15 | 7.933.40–12.46 |
| Total shots | 12.02 | 8.32–15.72 | 7.28–16.75 | 12.40 | 9.02–15.78 | 8.09–16.71 | 24.4215.37–33.46 |
| Shots in box | 7.39 | 4.87–9.90 | 4.00–10.77 | 9.33 | 7.03–11.63 | 6.23–12.43 | 16.7210.24–23.20 |
| Blocked shots | 2.95 | 1.36–4.53 | 0.83–5.06 | 3.44 | 2.02–4.85 | 1.54–5.34 | 6.382.37–10.40 |
| Corners | 4.90 | 2.70–7.11 | 2.10–7.70 | 5.23 | 3.25–7.21 | 2.72–7.75 | 10.134.82–15.45 |
| Possession % | 41.13 | 34.81–47.45 | 33.22–49.05 | 58.81 | 52.49–65.13 | 50.89–66.73 | — |
| Passes | 327 | 262–392 | 244–410 | 495 | 431–560 | 413–578 | 822657–988 |
| Pass accuracy % | 76.14 | 71.92–80.36 | 70.62–81.66 | 82.45 | 77.95–86.96 | 76.62–88.29 | — |
| Fouls | 12.52 | 9.66–15.37 | 8.77–16.26 | 12.16 | 9.21–15.10 | 8.29–16.02 | 24.6717.07–32.28 |
| Offsides | 2.68 | 1.47–3.89 | 1.12–4.23 | 1.07 | 0.00–2.23 | 0.00–2.56 | 3.740.69–6.79 |
| Yellow cards | 1.94 | 0.88–3.00 | 0.61–3.27 | 2.48 | 1.36–3.60 | 1.07–3.89 | 4.421.68–7.16 |
| Red cards | 0.05 | 0.00–0.20 | 0.00–0.36 | 0.06 | 0.00–0.25 | 0.00–0.39 | 0.110.00–0.75 |
| GK saves | 2.66 | 1.25–4.07 | 0.86–4.46 | 2.67 | 1.11–4.22 | 0.68–4.65 | 5.331.54–9.11 |
safe = prediction ± MAE · safer = ± RMSE of the serving model for that statistic
Who wins each stat?
home draw away
Goals
32%
26%
42%
Shots on target
42%
14%
43%
Total shots
43%
49%
Shots in box
27%
64%
Blocked shots
34%
16%
50%
Corners
40%
48%
Fouls
49%
43%
Offsides
72%
16%
Yellow cards
31%
19%
50%
Red cards
90%
GK saves
41%
18%
41%
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+