{ "match_info": { "home_team": "Australia", "away_team": "Egypt", "tournament": "World Championship", "date": "20260703", "timezone": "America/New_York", "home_formation": "3-4-2-1", "away_formation": "4-2-3-1" }, "prediction": { "most_likely_score": "0-1", "home_goals": 0, "away_goals": 1, "most_likely_score_probability": 0.1376, "match_resolution": "penalties_if_level", "predicted_winner": "Egypt", "tiebreaker": { "applies": true, "method": "penalties_if_level", "regulation_draw_probability": 0.3031, "shootout_home_win_probability": 0.4821, "shootout_away_win_probability": 0.5179, "penalty_home_goals": 5, "penalty_away_goals": 6, "penalty_score": "5-6", "penalty_winner": "Egypt", "penalty_winner_goals": 6, "penalty_loser_goals": 5, "penalty_result": "Egypt wins 6-5 on penalties", "home_advance_probability": 0.4588, "away_advance_probability": 0.5412, "projected_winner": "Egypt", "projected_winner_probability": 0.5412, "final_score_after_penalties": null, "reason": "Knockout match: a tied scoreline remains possible, then the advancing team is projected through penalties." }, "top_5_scorelines": [ { "score": "0-1", "probability": 0.1376 }, { "score": "1-1", "probability": 0.1358 }, { "score": "0-0", "probability": 0.1266 }, { "score": "1-0", "probability": 0.1202 }, { "score": "0-2", "probability": 0.0769 } ], "scoreline_probabilities": { "0-0": 0.1266, "0-1": 0.1376, "0-2": 0.0769, "0-3": 0.0284, "0-4": 0.0079, "0-5": 0.0017, "1-0": 0.1202, "1-1": 0.1358, "1-2": 0.0745, "1-3": 0.0275, "1-4": 0.0076, "1-5": 0.0017, "2-0": 0.0588, "2-1": 0.0652, "2-2": 0.0361, "2-3": 0.0133, "2-4": 0.0037, "2-5": 0.0008, "3-0": 0.019, "3-1": 0.0211, "3-2": 0.0117, "3-3": 0.0043, "3-4": 0.0012, "4-0": 0.0046, "4-1": 0.0051, "4-2": 0.0028, "4-3": 0.001, "5-0": 0.0009, "5-1": 0.001, "5-2": 0.0005 }, "outcome": { "home_win": 0.3127, "draw": 0.3031, "away_win": 0.3842 }, "markets": { "over_2_5_goals": 0.3441, "under_2_5_goals": 0.6559, "btts_yes": 0.4168, "btts_no": 0.5832, "home_clean_sheet": 0.3303, "away_clean_sheet": 0.3795 }, "home_ratings": { "DR": 74.65, "MCR": 77.35, "ATR": 73.52, "GK": 71.76 }, "away_ratings": { "DR": 88.19, "MCR": 90.5, "ATR": 91.61, "GK": 89.13 }, "insights": { "summary": "Antagonist matchup analysis for Australia vs Egypt. Most likely scoreline: 0-1. Lambdas derived from 5 home and 4 away individual player duels.", "key_player": "Projected scorer(s): Mohamed Salah", "tactical_analysis": "Tactical parity between 3-4-2-1 and 4-2-3-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Cristian Volpato vs Mohamed Salah will be the pivotal duel. Total antagonist xG — Home: 0.51, Away: 0.54. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: CAM vs CM." }, "confidence": 0.7, "home_lambda": 1.02, "away_lambda": 1.166 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.3127, "draw": 0.3031, "away_win": 0.3842 }, "favorite": "Egypt", "favorite_win_probability": 0.3842, "fair_spread": -0.146, "fair_total": 2.186, "prop_estimates": [ { "market": "team_total_goals", "selection": "Australia", "estimate": 1.02, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Egypt", "estimate": 1.166, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.3441, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.4168, "unit": "probability" }, { "market": "clean_sheet", "selection": "Australia", "estimate": 1.0, "probability": 0.3303, "unit": "probability" }, { "market": "clean_sheet", "selection": "Egypt", "estimate": 1.0, "probability": 0.3795, "unit": "probability" }, { "market": "anytime_goal", "selection": "Alessandro Circati (Australia)", "estimate": 0.4745, "probability": 0.0, "unit": "xG" }, { "market": "anytime_goal", "selection": "Mohamed Salah (Egypt)", "estimate": 0.3551, "probability": 0.2811, "unit": "xG" }, { "market": "assist", "selection": "Connor Metcalfe (Australia)", "estimate": 0.0742, "probability": 0.0, "unit": "xA" }, { "market": "assist", "selection": "Mohamed Salah (Egypt)", "estimate": 0.2568, "probability": 0.2887, "unit": "xA" } ], "expected_pace": { "tempo": "balanced", "expected_total_goals": 2.186, "expected_total_shots": 23, "expected_total_passes": 791, "expected_pressing_actions_per_90": 12.7, "possession_home_pct": 49.4, "possession_away_pct": 50.6, "notes": "possession projects near even" }, "expected_game_script": { "favorite": "Egypt", "favorite_win_probability": 0.3842, "script": "Egypt is the fair winner side, but the baseline remains narrow: fair spread -0.15 goals and fair total 2.19.", "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 12 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Australia must keep the match inside one goal.", "late_game": "A Egypt lead likely shifts toward control and counters; if level after extra time, penalties are live; Egypt projects as the advancing side at 54.1% overall advancement probability with 30.3% draw pressure." }, "key_matchup_thesis": "Egypt chance creation leans on Mohamed Salah against Aiden O'Neill in CAM vs CM; possession projects near even.", "expected_rotation_usage_behavior": [ "Australia: starters carry the main goal usage through the highest xG attackers; bench watchlist: Mohamed Touré, Cameron Devlin, Nishan Velupillay.", "Egypt: starters carry the main goal usage through Mohamed Salah; bench watchlist: Zizo, Haissem Hassan.", "Assist usage should flow through Mohamed Salah; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Egypt tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects balanced tempo, about 12 total first-half shots, and 1.09 first-half xG pace.", "45-70: If the match is level, watch midfield control and the listed bench watchlists for usage changes.", "70-90: If Australia is chasing, transition and set-piece volume become the primary live deviation signal; if level after extra time, penalties are live; Egypt projects as the advancing side at 54.1% overall advancement probability with 30.3% draw pressure." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Egypt.", "Australia wins the midfield/territory battle beyond the possession baseline.", "Pace collapses: first 25 minutes fall well below the shot and box-entry baseline.", "Set pieces, penalties, or second balls create more danger than the open-play matchup thesis." ], "top_3_risk_factors": [ { "factor": "Low-event scoring variance", "impact": "One penalty, deflection, or missed big chance can overwhelm the fair win probability." }, { "factor": "Late lineup or role change", "impact": "A pregame XI, injury, or tactical role shift can invalidate player prop and usage estimates." }, { "factor": "Discipline and set-piece volatility", "impact": "Cards, fouls in dangerous zones, and corner volume can change the expected game script quickly." } ] }, "teams": { "Australia": { "formation": "3-4-2-1", "players": { "Nestory Irankunda": { "player_id": 1144687, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 17, "height": 175, "market_value": 8500000, "stats": { "expected_goals": 0.0244, "goal_rate": 0.0003, "goals": 0, "shots_on_target": 0, "expected_assists": 0.0313, "key_pass": 0, "rating": 73.5248, "minutes": 65, "total_shots": 2, "duels_won": 4, "aerial_won": 1, "total_pass": 13, "accurate_pass": 8, "total_long_balls": 0, "accurate_long_balls": 0, "total_opp_half_passes": 8, "accurate_opp_half_passes": 4, "crosses_total": 1, "crosses_accurate": 0, "touches": 21, "possession_lost": 9.5133, "dispossessed": 1.0014, "duels_lost": 4, "aerial_lost": 2, "total_contest": 1, "won_contest": 0, "ball_recovery": 3, "challenges_lost": 0, "fouls": 2, "fouls_drawn": 1, "assists": 0, "shots_off_target": 1, "interceptions": 1, "tackles_won": 0, "tackles": 0, "clearances": 1, "blocks": 0, "big_chances_created": 0, "big_chances_missed": 0, "xgot": 0.0, "offsides": 0, "ball_carries": 4, "total_progression": 12, "progressive_carries": 1, "dribbles_attempted": 2, "dribbles_successful": 0.5, "crosses_attempted": 0.0, "duel_win_rate": 0.3, "pressing_faced": "LOW", "matchup_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "numerical_situation": "1v2", "opponent_defenders": "Hamdy Fathy, Karim Hafez", "opponent_faced": "Hamdy Fathy, Karim Hafez", "antagonist_source": "attacking_duel", "projected_goals": 0, 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Carlos", "ranking": 20140 }, { "player_name": "Niklas Geyrhofer", "ranking": 20141 }, { "player_name": "Rio Ngumoha", "ranking": 20142 }, { "player_name": "Pietro Iemmello", "ranking": 20143 } ] } } }, "Cristian Volpato": { "player_id": 1155625, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 20, "height": 187, "market_value": 9700000, "stats": { "key_pass": 0, "expected_assists": 0.051, "assists": 0, "expected_goals": 0.0, "rating": 75.4586, "minutes": 20, "total_pass": 13, "accurate_pass": 11, "ball_recovery": 1, "duels_won": 6, "total_shots": 1, "total_long_balls": 3, "accurate_long_balls": 2, "total_own_half_passes": 4, "accurate_own_half_passes": 4, "total_opp_half_passes": 9, "accurate_opp_half_passes": 7, "crosses_total": 3, "crosses_accurate": 1, "touches": 19, "possession_lost": 4.3546, "dispossessed": 1.0057, "duels_lost": 2, "aerial_won": 1, "aerial_lost": 0, "interceptions": 1, "tackles_won": 0, "tackles": 0, "clearances": 0, "total_contest": 6, 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19213 } ] } } }, "Connor Metcalfe": { "player_id": 888854, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 8, "height": 178, "market_value": 1400000, "stats": { "key_pass": 0, "expected_assists": 0.0742, "assists": 0, "expected_goals": 0.2067, "rating": 75.4323, "minutes": 66, "total_pass": 16, "accurate_pass": 11, "ball_recovery": 3, "duels_won": 2, "total_shots": 1, "total_long_balls": 2, "accurate_long_balls": 1, "total_own_half_passes": 7, "accurate_own_half_passes": 6, "total_opp_half_passes": 9, "accurate_opp_half_passes": 5, "crosses_total": 3, "crosses_accurate": 1, "touches": 30, "possession_lost": 9.3217, "dispossessed": 1.4718, "duels_lost": 3, "aerial_won": 1, "aerial_lost": 2, "interceptions": 1, "tackles_won": 1, "tackles": 1, "clearances": 2, "total_contest": 1, "won_contest": 1, "challenges_lost": 1, "fouls": 1, "fouls_drawn": 0, "goal_rate": 0.9812, "goals": 0, "shots_on_target": 1, "shots_off_target": 1, "blocks": 2, "big_chances_created": 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0.0, "projected_assists": 0, "assist_probability": 0.0, "fifa_overall": 84.0 }, "latest_10_games": [ { "match_id": 15186828, "match_date": "2026-06-27", "home_team": "Egypt", "away_team": "Iran", "team_side": "home", "is_starting_11": 0, "team": "Egypt", "opponent": "Iran", "stats": { "minutes": 33, "rating": 6.9, "assists": 0, "expected_goals": 0.0792, "expected_assists": 0.1057, "total_shots": 1, "total_pass": 13, "accurate_pass": 11, "key_pass": 1, "tackles": 1, "tackles_won": 1, "aerial_won": 1, "duels_won": 2 }, "has_player_stats": true, "league_name": "FIFA World Cup", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 15186827, "match_date": "2026-06-22", "home_team": "New Zealand", "away_team": "Egypt", "team_side": "away", "is_starting_11": 0, "team": "Egypt", "opponent": "New Zealand", "stats": { "minutes": 16, "rating": 6.6, "assists": 0, "expected_goals": 0.1167, "expected_assists": 0.0018, "total_shots": 1, "shots_on_target": 1, "total_pass": 3, "accurate_pass": 2, "duels_won": 1, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "FIFA World Cup", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 15186837, "match_date": "2026-06-15", "home_team": "Belgium", "away_team": "Egypt", "team_side": "away", "is_starting_11": 0, "team": "Egypt", "opponent": "Belgium", "stats": { "minutes": 14, "rating": 6.4, "assists": 0, "expected_goals": 0.0196, "expected_assists": 0.0135, "total_shots": 1, "total_pass": 7, "accurate_pass": 6 }, "has_player_stats": true, "league_name": "FIFA World Cup", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 16138371, "match_date": "2026-05-20", "home_team": "Al-Masry", "away_team": "Al Ahly FC", "team_side": "away", "is_starting_11": 0, "team": "Al Ahly FC", "opponent": "Al-Masry", "stats": { "minutes": 1, "assists": 0, "expected_assists": 0.0013, "total_shots": 0, "total_pass": 2, "accurate_pass": 1 }, "has_player_stats": true, "league_name": "Egyptian Premier League", "league_id": "808", "league_slug": "premier-league", "league_country": "Egypt", "season_id": "79317", "season_name": "Premier League 25/26", "season_year": "25/26" } ], "ranking": { "global_player_rank": 690, "combined_rank_score": 218.0, "ranking_source": "sofascore_plus_fifa_csv_filled", "ranking_status": "combined", "sofascore_rank": null, "sofascore_rating": null, "sofascore_appearances": 0.0, "fifa_rank": 203.0, "fifa_overall": 84.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 6, "squad_role": "substitute", "projected_match_rating": 6.5356, "source_file": "data/player_rankings.csv", "player_name": "Zizo", "ranking_neighbors": { "upper": [ { "player_name": "Muhammed-Cham Saračević", "ranking": 685 }, { "player_name": "Felipe Chávez", "ranking": 686 }, { "player_name": "Henrik Wendel Meister", "ranking": 687 }, { "player_name": "Iker Fimbres", "ranking": 688 }, { "player_name": "Iago Borduchi", "ranking": 689 } ], "lower": [ { "player_name": "José Caicedo", "ranking": 691 }, { "player_name": "Adam Markhiev", "ranking": 692 }, { "player_name": "Giorgi Jgerenaia", "ranking": 693 }, { "player_name": "Manuel Neuer", "ranking": 694 }, { "player_name": "Luis Alberto", "ranking": 695 } ] } } }, "Haissem Hassan": { "player_id": 942836, "position": "F", "position_depth": "F_BENCH", "is_starter": false, "shirt_number": 12, "height": 175, "market_value": 3600000, "stats": { "expected_goals": 0.0084, "goal_rate": 0.0004, "goals": 0, "shots_on_target": 0, "expected_assists": 0.0006, "key_pass": 0, "rating": 78.6208, "minutes": 25, "total_shots": 0, "duels_won": 1, "aerial_won": 0, "total_pass": 2, 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"goal_probability": 0.0, "projected_assists": 0, "assist_probability": 0.0, "fifa_overall": 72.0 }, "latest_10_games": [ { "match_id": 14083727, "match_date": "2026-05-23", "home_team": "Mallorca", "away_team": "Real Oviedo", "team_side": "away", "is_starting_11": 0, "team": "Real Oviedo", "opponent": "Mallorca", "stats": { "minutes": 45, "rating": 6.6, "assists": 0, "expected_goals": 0.0267, "expected_assists": 0.0033, "total_shots": 1, "shots_off_target": 1, "total_pass": 11, "accurate_pass": 11, "tackles": 1, "tackles_won": 1, "duels_won": 3, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "LaLiga", "league_id": "8", "league_slug": "laliga", "league_country": "Spain", "season_id": "77559", "season_name": "LaLiga 25/26", "season_year": "25/26" }, { "match_id": 14083692, "match_date": "2026-05-17", "home_team": "Real Oviedo", "away_team": "Deportivo Alavés", "team_side": "home", "is_starting_11": 1, "team": "Real Oviedo", "opponent": "Deportivo Alavés", "stats": { "minutes": 79, "rating": 6.8, "assists": 0, "expected_assists": 0.0204, "total_shots": 0, "total_pass": 26, "accurate_pass": 22, "duels_won": 7, "ball_recovery": 2 }, "has_player_stats": true, "league_name": "LaLiga", "league_id": "8", "league_slug": "laliga", "league_country": "Spain", "season_id": "77559", "season_name": "LaLiga 25/26", "season_year": "25/26" }, { "match_id": 14083649, "match_date": "2026-05-14", "home_team": "Real Madrid", "away_team": "Real Oviedo", "team_side": "away", "is_starting_11": 0, "team": "Real Oviedo", "opponent": "Real Madrid", "stats": { "minutes": 21, "rating": 7.0, "assists": 0, "expected_goals": 0.0309, "expected_assists": 0.0005, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 5, "accurate_pass": 3, "tackles": 1, "tackles_won": 1, "duels_won": 3 }, "has_player_stats": true, "league_name": "LaLiga", "league_id": "8", "league_slug": "laliga", "league_country": "Spain", "season_id": "77559", "season_name": "LaLiga 25/26", "season_year": "25/26" } ], "ranking": { "global_player_rank": 17831, "combined_rank_score": 2318.5, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 492.0, "sofascore_rating": 6.8297, "sofascore_appearances": 37.0, "fifa_rank": 4145.0, "fifa_overall": 72.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 7, "squad_role": "substitute", "projected_match_rating": 6.6208, "source_file": "data/player_rankings.csv", "player_name": "Haissem Hassan", "ranking_neighbors": { "upper": [ { "player_name": "Kristoffer Zachariassen", "ranking": 17826 }, { "player_name": "Gerasimos Mitoglou", "ranking": 17827 }, { "player_name": "Alieu Fadera", "ranking": 17828 }, { "player_name": "Bongokuhle Hlongwane", "ranking": 17829 }, { "player_name": "Fabián Sambueza", "ranking": 17830 } ], "lower": [ { "player_name": "Omri Gandelman", "ranking": 17832 }, { "player_name": "Franco Jara", "ranking": 17833 }, { "player_name": "Javier Méndez", "ranking": 17834 }, { "player_name": "Ryotaro Ito", "ranking": 17835 }, { "player_name": "Idrissa Touré", "ranking": 17836 } ] } } } }, "team_totals": { "projected_goals": 1, "expected_goals": 1.17, "expected_assists": 0.88, "total_shots": 13, "shots_on_target": 5, "total_passes": 425, "interceptions": 6, "tackles": 19, "avg_rating": 89.85, "possession_estimated_pct": 50.6, "pressing_actions_per_90": 6.4 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Aziz Behich", "attacker_role": "ST", "attacker_market_value": 245000, "attacker_height": 170, "attacker_skill_quality": 0.403, "defenders": [ "Karim Hafez", "Yasser Ibrahim" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.406, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.1903, "shots_in_zone": 2.0, "dribbles_attempted": 2, "dribbles_successful": 0.3, "aerial_duels": 3, "aerial_won": 1.2, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Karim Hafez", "role": "CB", "market_value": 635000, "tackles_attempted": 0.9, "tackles_won": 1.1, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.6, "aerial_duels_won": 0.9, "defensive_success_rate": 0.82 }, { "player": "Yasser Ibrahim", "role": "CB", "market_value": 270000, "tackles_attempted": 0.9, "tackles_won": 1.1, "fouls_committed": 0.6, "interceptions_in_zone": 0.6, "clearances_in_zone": 0.6, "aerial_duels_won": 0.9, "defensive_success_rate": 0.82 } ], "duel_analysis": "Aziz Behich (ST) is heavily outmatched defensively against Karim Hafez and Yasser Ibrahim in a 2-defender block. Duel win probability: 18%. Projected xG contribution: 0.190 — with very limited chance creation expected." }, { "attacker": "Nestory Irankunda", "attacker_role": "SS", "attacker_market_value": 8500000, "attacker_height": 175, "attacker_skill_quality": 0.505, "defenders": [ "Hamdy Fathy", "Karim Hafez" ], "defender_roles": [ "CDM", "CB" ], "def_skill_quality_avg": 0.416, "duel_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "numerical_situation": "1v2", "duel_win_rate": 0.3, "xg_contribution": 0.0141, "shots_in_zone": 2.0, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Hamdy Fathy", "role": "CDM", "market_value": 1900000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.5, "defensive_success_rate": 0.7 }, { "player": "Karim Hafez", "role": "CB", "market_value": 635000, "tackles_attempted": 0.9, "tackles_won": 0.9, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.5, "defensive_success_rate": 0.7 } ], "duel_analysis": "Nestory Irankunda (SS) is heavily outmatched defensively against Hamdy Fathy and Karim Hafez in a 2-defender block. Duel win probability: 30%. Projected xG contribution: 0.014 — with very limited chance creation expected." }, { "attacker": "Cristian Volpato", "attacker_role": "LWB", "attacker_market_value": 9700000, "attacker_height": 187, "attacker_skill_quality": 0.519, "defenders": [ "Mahmoud Saber" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.419, "duel_zone": "Left Wingback vs Right Back — Overlapping Run", "numerical_situation": "1v1", "duel_win_rate": 0.457, "xg_contribution": 0.0861, "shots_in_zone": 1.0, "dribbles_attempted": 2, "dribbles_successful": 0.8, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 2.3, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Mahmoud Saber", "role": "RB", "market_value": 1500000, "tackles_attempted": 1.9, "tackles_won": 1.6, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.8, "defensive_success_rate": 0.543 } ], "duel_analysis": "Cristian Volpato (LWB) is evenly matched against Mahmoud Saber in a direct 1v1 contest. Duel win probability: 46%. Projected xG contribution: 0.086 — with neither side clearly dominant." }, { "attacker": "Connor Metcalfe", "attacker_role": "RWB", "attacker_market_value": 1400000, "attacker_height": 178, "attacker_skill_quality": 0.417, "defenders": [ "Mohamed Hany" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.417, "duel_zone": "Right Wingback vs Left Back — Overlapping Run", "numerical_situation": "1v1", "duel_win_rate": 0.392, "xg_contribution": 0.1144, "shots_in_zone": 1.0, "dribbles_attempted": 2, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 2.1, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Mohamed Hany", "role": "LB", "market_value": 1400000, "tackles_attempted": 1.9, "tackles_won": 1.7, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 1.0, "defensive_success_rate": 0.608 } ], "duel_analysis": "Connor Metcalfe (RWB) faces tough defensive resistance against Mohamed Hany in a direct 1v1 contest. Duel win probability: 39%. Projected xG contribution: 0.114 — and is restricted in space and time on the ball." }, { "attacker": "Aiden O'Neill", "attacker_role": "CM", "attacker_market_value": 2900000, "attacker_height": 178, "attacker_skill_quality": 0.436, "defenders": [ "Hamdy Fathy" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.424, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.448, "xg_contribution": 0.107, "shots_in_zone": 1.6, "dribbles_attempted": 2, "dribbles_successful": 0.8, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Hamdy Fathy", "role": "CDM", "market_value": 1900000, "tackles_attempted": 1.9, "tackles_won": 1.6, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 1.0, "defensive_success_rate": 0.552 } ], "duel_analysis": "Aiden O'Neill (CM) is evenly matched against Hamdy Fathy in a direct 1v1 contest. Duel win probability: 45%. Projected xG contribution: 0.107 — with neither side clearly dominant." } ], "away_attacking_duels": [ { "attacker": "Emam Ashour", "attacker_role": "LW", "attacker_market_value": 4200000, "attacker_height": 182, "attacker_skill_quality": 0.452, "defenders": [ "Lucas Herrington" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.461, "duel_zone": "LW vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.372, "xg_contribution": 0.0417, "shots_in_zone": 1.7, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 1.9, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Lucas Herrington", "role": "CB", "market_value": 4900000, "tackles_attempted": 1.9, "tackles_won": 1.8, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.6, "aerial_duels_won": 0.9, "defensive_success_rate": 0.628 } ], "duel_analysis": "Emam Ashour (LW) faces tough defensive resistance against Lucas Herrington in a direct 1v1 contest. Duel win probability: 37%. Projected xG contribution: 0.042 — and is restricted in space and time on the ball." }, { "attacker": "Mohamed Salah", "attacker_role": "CAM", "attacker_market_value": 21000000, "attacker_height": 175, "attacker_skill_quality": 0.641, "defenders": [ "Aiden O'Neill" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.436, "duel_zone": "CAM vs CM", "numerical_situation": "1v1", "duel_win_rate": 0.5, "xg_contribution": 0.282, "shots_in_zone": 2.4, "dribbles_attempted": 3, "dribbles_successful": 1.3, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Aiden O'Neill", "role": "CM", "market_value": 2900000, "tackles_attempted": 1.9, "tackles_won": 1.5, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.5 } ], "duel_analysis": "Mohamed Salah (CAM) is slightly favored against Aiden O'Neill in a direct 1v1 contest. Duel win probability: 50%. The quality gap is significant (€21M vs €3M avg). Projected xG contribution: 0.282 — creating consistent moderate threat." }, { "attacker": "Mostafa Ziko", "attacker_role": "RW", "attacker_market_value": 2000000, "attacker_height": 180, "attacker_skill_quality": 0.425, "defenders": [ "Lucas Herrington" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.461, "duel_zone": "RW vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.352, "xg_contribution": 0.095, "shots_in_zone": 1.6, "dribbles_attempted": 3, "dribbles_successful": 0.9, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 1.8, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Lucas Herrington", "role": "CB", "market_value": 4900000, "tackles_attempted": 1.9, "tackles_won": 1.8, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.6, "aerial_duels_won": 0.9, "defensive_success_rate": 0.648 } ], "duel_analysis": "Mostafa Ziko (RW) faces tough defensive resistance against Lucas Herrington in a direct 1v1 contest. Duel win probability: 35%. Projected xG contribution: 0.095 — and is restricted in space and time on the ball." }, { "attacker": "Omar Marmoush", "attacker_role": "ST", "attacker_market_value": 55000000, "attacker_height": 183, "attacker_skill_quality": 0.84, "defenders": [ "Lucas Herrington", "Alessandro Circati" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.509, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.315, "xg_contribution": 0.1208, "shots_in_zone": 2.6, "dribbles_attempted": 2, "dribbles_successful": 0.6, "aerial_duels": 3, "aerial_won": 1.7, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Lucas Herrington", "role": "CB", "market_value": 4900000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.6, "aerial_duels_won": 0.7, "defensive_success_rate": 0.685 }, { "player": "Alessandro Circati", "role": "CB", "market_value": 13000000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.8, "aerial_duels_won": 0.7, "defensive_success_rate": 0.685 } ], "duel_analysis": "Omar Marmoush (ST) is heavily outmatched defensively against Lucas Herrington and Alessandro Circati in a 2-defender block. Duel win probability: 31%. The quality gap is significant (€55M vs €9M avg). Projected xG contribution: 0.121 — with very limited chance creation expected." } ], "midfield_battle": { "home_midfield_power": 0.472, "away_midfield_power": 0.543, "home_creative_power": 0.389, "away_creative_power": 0.496, "home_defensive_power": 0.411, "away_defensive_power": 0.409, "home_dominance_ratio": 0.465, "home_midfield_count": 4, "away_midfield_count": 6, "home_midfield_players": [ "Cristian Volpato", "Connor Metcalfe", "Aiden O'Neill", "Jackson Irvine" ], "away_midfield_players": [ "Hamdy Fathy", "Mahmoud Saber", "Marwan Attia", "Mohamed Salah", "Emam Ashour", "Mostafa Ziko" ], "possession_advantage": "neutral", "estimated_possession_home_pct": 49.4, "estimated_possession_away_pct": 50.6, "home_pressing_actions_per_90": 6.3, "away_pressing_actions_per_90": 6.4, "home_key_passes_projected": 3.8, "away_key_passes_projected": 4.5, "home_throughball_threat": 1.8, "away_throughball_threat": 2.1, "key_personal_duel": "Cristian Volpato vs Mohamed Salah", "midfield_lambda_factor_home": 0.99, "midfield_lambda_factor_away": 1.014 }, "formation_analysis": { "home_formation": "3-4-2-1", "away_formation": "4-2-3-1", "home_tactical_bonus": -0.05, "away_tactical_bonus": 0.05, "formation_verdict": "Tactical parity between 3-4-2-1 and 4-2-3-1. Match outcome driven primarily by individual player quality." }, "home_lambda": 1.02, "away_lambda": 1.166, "home_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "Right Wingback vs Left Back — Overlapping Run" ], "away_top_threat_zones": [ "CAM vs CM", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "home_player_antagonists": { "Aziz Behich": { "opponents": [ "Karim Hafez", "Yasser Ibrahim" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Nestory Irankunda": { "opponents": [ "Hamdy Fathy", "Karim Hafez" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "attacking_duel" }, "Cristian Volpato": { "opponents": [ "Mahmoud Saber", "Marwan Attia" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Connor Metcalfe": { "opponents": [ "Mohamed Hany", "Emam Ashour" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Aiden O'Neill": { "opponents": [ "Hamdy Fathy", "Mohamed Salah", "Mahmoud Saber" ], "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Lucas Herrington": { "opponents": [ "Emam Ashour", "Mostafa Ziko", "Omar Marmoush" ], "primary_zone": "LW vs CB", "source": "defensive_duel" }, "Alessandro Circati": { "opponents": [ "Omar Marmoush" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Jackson Irvine": { "opponents": [ "Hamdy Fathy", "Mostafa Ziko" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Patrick Beach": { "opponents": [ "Omar Marmoush", "Mohamed Salah" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Harry Souttar": { "opponents": [ "Omar Marmoush" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Jordan Bos": { "opponents": [ "Omar Marmoush" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Karim Hafez": { "opponents": [ "Aziz Behich", "Nestory Irankunda" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Yasser Ibrahim": { "opponents": [ "Aziz Behich" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Hamdy Fathy": { "opponents": [ "Nestory Irankunda", "Aiden O'Neill", "Jackson Irvine" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "defensive_duel, midfield_pairing" }, "Mahmoud Saber": { "opponents": [ "Cristian Volpato", "Aiden O'Neill" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "defensive_duel, midfield_pairing" }, "Mohamed Hany": { "opponents": [ "Connor Metcalfe" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "defensive_duel" }, "Emam Ashour": { "opponents": [ "Lucas Herrington", "Connor Metcalfe" ], "primary_zone": "LW vs CB", "source": "attacking_duel, midfield_pairing" }, "Mohamed Salah": { "opponents": [ "Aiden O'Neill" ], "primary_zone": "CAM vs CM", "source": "attacking_duel, midfield_pairing" }, "Mostafa Ziko": { "opponents": [ "Lucas Herrington", "Jackson Irvine" ], "primary_zone": "RW vs CB", "source": "attacking_duel, midfield_pairing" }, "Omar Marmoush": { "opponents": [ "Lucas Herrington", "Alessandro Circati" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Marwan Attia": { "opponents": [ "Cristian Volpato" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Mostafa Shobeir": { "opponents": [ "Nestory Irankunda", "Cristian Volpato" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Midfield is evenly contested — Cristian Volpato vs Mohamed Salah will be the pivotal duel. Total antagonist xG — Home: 0.51, Away: 0.54. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: CAM vs CM.", "lambda_factors": { "home_gk_opposition_factor": 1.0193, "away_gk_opposition_factor": 1.0211, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.015, "home_defensive_solidity_vs": 1.0257, "away_defensive_solidity_vs": 0.9816, "home_midfield_factor": 0.99, "away_midfield_factor": 1.014, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.4693, "away_avg_quality": 0.4878, "avg_quality_gap": -0.0184, "squad_value_gap_log": -0.4252, "top5_value_gap_log": -0.5171, "attack_value_gap_log": -1.0856, "elite_count_gap": -1, "combined_quality_gap": -0.1099, "stronger_lambda_boost": 0.2418, "weaker_lambda_suppression": 0.1539, "home_bench_lambda_bonus": 0.0095, "away_bench_lambda_bonus": 0.0555, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": true, "competitive_underdog_floor": 1.02, "pre_competitive_floor_home_lambda": 0.772, "pre_competitive_floor_away_lambda": 1.166, "pre_calibration_home_lambda": 0.7725, "pre_calibration_away_lambda": 1.1655, "competition_calibration_applied": false, "competition_calibration_reason": "no_sofascore_matches_data", "competition_calibration_samples": 0, "competition_observed_total_goals": 0.0, "competition_calibration_scale": 1.0, "neutral_share_preserved": true, "final_home_lambda": 1.02, "final_away_lambda": 1.166 } }, "home_standing": { "available": false, "team_position": null, "opponent_position": null, "standing_lambda_multiplier": 1.0, "attack_index": null, "defense_concede_index": null, "form_multiplier": null, "team_attack_rate_contextual": null, "opp_defense_rate_contextual": null, "team_ppg": null, "opponent_ppg": null }, "away_standing": { "available": false, "team_position": null, "opponent_position": null, "standing_lambda_multiplier": 1.0, "attack_index": null, "defense_concede_index": null, "form_multiplier": null, "team_attack_rate_contextual": null, "opp_defense_rate_contextual": null, "team_ppg": null, "opponent_ppg": null }, "timestamp": "2026-07-03T13:31:13Z" }