Predicted match statistics
| Stat | Home | safe | safer | Away | safe | safer | Total |
|---|---|---|---|---|---|---|---|
| Goals | 1.02 | 0.06–1.98 | 0.00–2.24 | 1.52 | 0.66–2.38 | 0.41–2.62 | 2.540.21–4.86 |
| Shots on target | 3.09 | 1.23–4.94 | 0.73–5.44 | 4.45 | 2.74–6.15 | 2.27–6.62 | 7.533.00–12.06 |
| Total shots | 10.08 | 6.38–13.78 | 5.35–14.82 | 12.58 | 9.20–15.95 | 8.27–16.89 | 22.6613.61–31.70 |
| Shots in box | 6.35 | 3.83–8.86 | 2.97–9.73 | 8.78 | 6.48–11.08 | 5.68–11.88 | 15.138.65–21.61 |
| Blocked shots | 3.16 | 1.57–4.74 | 1.04–5.27 | 3.36 | 1.95–4.78 | 1.46–5.27 | 6.522.50–10.54 |
| Corners | 4.31 | 2.10–6.52 | 1.51–7.11 | 5.27 | 3.29–7.25 | 2.75–7.78 | 9.584.26–14.89 |
| Possession % | 43.05 | 36.73–49.36 | 35.13–50.96 | 57.53 | 51.21–63.85 | 49.62–65.45 | — |
| Passes | 342 | 276–407 | 259–425 | 458 | 393–523 | 376–540 | 800635–965 |
| Pass accuracy % | 67.18 | 62.96–71.39 | 61.66–72.69 | 73.88 | 69.38–78.39 | 68.05–79.72 | — |
| Fouls | 13.46 | 10.60–16.32 | 9.72–17.20 | 14.04 | 11.10–16.99 | 10.18–17.90 | 27.5019.89–35.10 |
| Offsides | 1.46 | 0.25–2.67 | 0.00–3.01 | 1.97 | 0.81–3.13 | 0.48–3.47 | 3.430.38–6.48 |
| Yellow cards | 2.46 | 1.40–3.52 | 1.13–3.79 | 2.30 | 1.18–3.42 | 0.89–3.71 | 4.762.02–7.50 |
| Red cards | 0.16 | 0.01–0.32 | 0.00–0.47 | 0.08 | 0.00–0.27 | 0.00–0.42 | 0.240.00–0.88 |
| GK saves | 2.85 | 1.44–4.27 | 1.05–4.65 | 2.26 | 0.71–3.82 | 0.28–4.25 | 5.111.32–8.90 |
safe = prediction ± MAE · safer = ± RMSE of the serving model for that statistic
Who wins each stat?
home draw away
Goals
25%
26%
49%
Shots on target
25%
13%
62%
Total shots
26%
66%
Shots in box
22%
69%
Blocked shots
39%
16%
45%
Corners
32%
56%
Fouls
42%
51%
Offsides
29%
22%
50%
Yellow cards
43%
19%
38%
Red cards
14%
80%
GK saves
51%
18%
31%
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+