{ "match_info": { "home_team": "Man City", "away_team": "Coventry", "tournament": "Premier League", "date": "20260905", "timezone": "America/New_York", "home_formation": "4-2-3-1", "away_formation": "3-4-2-1", "lineup_status": "projected_from_squad", "lineup_source": "/teams/get-squad", "lineup_confirmed": false, "lineup_confidence": 0.45 }, "prediction": { "most_likely_score": "2-0", "home_goals": 2, "away_goals": 0, "most_likely_score_probability": 0.1237, "match_resolution": "regulation", "predicted_winner": "Man City", "tiebreaker": { "applies": false, "method": "none", "regulation_draw_probability": 0.1602, "shootout_home_win_probability": null, "shootout_away_win_probability": null, "penalty_home_goals": null, "penalty_away_goals": null, "penalty_score": null, "penalty_winner": null, "penalty_winner_goals": null, "penalty_loser_goals": null, "penalty_result": null, "home_advance_probability": null, "away_advance_probability": null, "projected_winner": null, "projected_winner_probability": null, "final_score_after_penalties": null, "reason": "Tie-breaker not required for this match context." }, "top_5_scorelines": [ { "score": "2-0", "probability": 0.1237 }, { "score": "1-0", "probability": 0.1017 }, { "score": "3-0", "probability": 0.1001 }, { "score": "2-1", "probability": 0.0919 }, { "score": "1-1", "probability": 0.076 } ], "scoreline_probabilities": { "0-0": 0.0423, "0-1": 0.0309, "0-2": 0.0116, "0-3": 0.0029, "0-4": 0.0005, "1-0": 0.1017, "1-1": 0.076, "1-2": 0.0281, "1-3": 0.007, "1-4": 0.0013, "2-0": 0.1237, "2-1": 0.0919, "2-2": 0.0342, "2-3": 0.0085, "2-4": 0.0016, "3-0": 0.1001, "3-1": 0.0744, "3-2": 0.0276, "3-3": 0.0068, "3-4": 0.0013, "4-0": 0.0607, "4-1": 0.0451, "4-2": 0.0168, "4-3": 0.0042, "4-4": 0.0008, "5-0": 0.0295, "5-1": 0.0219, "5-2": 0.0081, "5-3": 0.002, "6-0": 0.0119, "6-1": 0.0089, "6-2": 0.0033, "6-3": 0.0008, "7-0": 0.0041, "7-1": 0.0031, "7-2": 0.0011, "8-0": 0.0013, "8-1": 0.0009 }, "outcome": { "home_win": 0.7453, "draw": 0.1602, "away_win": 0.0946 }, "markets": { "over_2_5_goals": 0.6137, "under_2_5_goals": 0.3863, "btts_yes": 0.4783, "btts_no": 0.5217, "home_clean_sheet": 0.4757, "away_clean_sheet": 0.0883 }, "home_ratings": { "DR": 7.51, "MCR": 7.74, "ATR": 7.76, "GK": 7.58 }, "away_ratings": { "DR": 7.03, "MCR": 7.1, "ATR": 6.82, "GK": 7.0 }, "insights": { "summary": "Antagonist matchup analysis for Man City vs Coventry. Most likely scoreline: 2-0. Lambdas derived from 4 home and 5 away individual player duels.", "key_player": "Projected scorer(s): Erling Haaland (2)", "tactical_analysis": "Tactical parity between 4-2-3-1 and 3-4-2-1. Match outcome driven primarily by individual player quality. Home midfield dominates with ~53% possession expected (Elliot Anderson vs Jack Rudoni). Total antagonist xG — Home: 1.10, Away: 0.53. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Shadow Striker vs CDM + CB — Zone 14 Battle." }, "confidence": 0.69, "home_lambda": 2.427, "away_lambda": 0.743 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.7453, "draw": 0.1602, "away_win": 0.0946 }, "favorite": "Man City", "favorite_win_probability": 0.7453, "fair_spread": 1.684, "fair_total": 3.17, "prop_estimates": [ { "market": "team_total_goals", "selection": "Man City", "estimate": 2.427, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Coventry", "estimate": 0.743, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.6137, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.4783, "unit": "probability" }, { "market": "clean_sheet", "selection": "Man City", "estimate": 1.0, "probability": 0.4757, "unit": "probability" }, { "market": "clean_sheet", "selection": "Coventry", "estimate": 1.0, "probability": 0.0883, "unit": "probability" }, { "market": "anytime_goal", "selection": "Erling Haaland (Man City)", "estimate": 0.5969, "probability": 0.6409, "unit": "xG" }, { "market": "anytime_goal", "selection": "Brandon Thomas-Asante (Coventry)", "estimate": 0.1579, "probability": 0.0, "unit": "xG" }, { "market": "assist", "selection": "Jérémy Doku (Man City)", "estimate": 0.1979, "probability": 0.2353, "unit": "xA" }, { "market": "assist", "selection": "Jack Rudoni (Coventry)", "estimate": 0.1237, "probability": 0.0, "unit": "xA" } ], "expected_pace": { "tempo": "high", "expected_total_goals": 3.17, "expected_total_shots": 24, "expected_total_passes": 867, "expected_pressing_actions_per_90": 18.0, "possession_home_pct": 52.8, "possession_away_pct": 47.2, "notes": "Man City projects to control midfield possession" }, "expected_game_script": { "favorite": "Man City", "favorite_win_probability": 0.7453, "script": "Man City is the fair winner side, but the baseline remains favorite-led: fair spread +1.68 goals and fair total 3.17.", "first_half": "Expect high 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; Coventry must keep the match inside one goal.", "late_game": "A Man City lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live." }, "key_matchup_thesis": "Man City chance creation leans on Erling Haaland against Milan van Ewijk, Bobby Thomas in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; Man City projects to control midfield possession.", "expected_rotation_usage_behavior": [ "Man City: starters carry the main goal usage through Erling Haaland (2); bench watchlist: Omar Marmoush, Rodri.", "Coventry: starters carry the main goal usage through the highest xG attackers; bench watchlist: Victor Torp, Loum Tchaouna, Ellis Simms.", "Assist usage should flow through Jérémy Doku; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Man City tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects high tempo, about 12 total first-half shots, and 1.58 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 Coventry is chasing, transition and set-piece volume become the primary live deviation signal; a draw state keeps set pieces and transition chances live." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Man City.", "Coventry 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": { "Man City": { "formation": "4-2-3-1", "players": { "Gianluigi Donnarumma": { "player_id": 824509, "position": "G", "position_depth": "G", "is_starter": true, "shirt_number": 1, "height": 196, "market_value": 46000000, "stats": { "saves": 3, "goals_prevented": 0.0059, "rating": 7.5754, "minutes": 95, "total_pass": 24, "accurate_pass": 21, "total_long_balls": 5, "accurate_long_balls": 2, "touches": 32, "clearances": 1, "ball_recovery": 7, "high_claims": 1, "punches": 1.0927, "aerial_won": 1, "sweeper_actions": 1, "sweeper_accurate": 1, "saves_inside_box": 2, "possession_lost": 3.6386, "duels_won": 1, "duels_lost": 2, "total_contest": 0, "won_contest": 0, "fouls": 1, "fouls_drawn": 1, "total_own_half_passes": 22, "accurate_own_half_passes": 20, "expected_saves": 1.12, "high_pressure_saves": 0.43, "shots_faced": 2.4, "opponent_faced": "Sidiki Cherif, Haji Wright", "matchup_zone": "Goalkeeper shot-stopping context", "antagonist_source": "formation_fallback", "goals": 0, "projected_goals": 0, "goal_probability": 0.0, "assists": 0, "projected_assists": 0, "assist_probability": 0.0, "expected_goals": 0.0, "expected_assists": 0.0, "fifa_overall": 89.0 }, "latest_10_games": [ { "match_type": "played", "match_id": 16363243, "match_date": "2026-08-23 13:00:00 UTC", "league_name": "Premier League", "league_id": 17, "league_slug": "premier-league", "league_country": "England", "season_id": 96668, "season_name": "Premier League 26/27", "season_year": "26/27", "home_team": "Man City", "away_team": "Bournemouth", "home_score_current": 2.0, "away_score_current": 1.0, "team_side": "home", "status_code": 100, "status_type": "finished", "status_description": "Ended", "player_status": "starter", "is_starting_11": true, "team": "Man City", "opponent": "Bournemouth", "stats": {}, "has_player_stats": false, "source": "depth_chart.csv" }, { "match_id": 14023936, "match_date": "2026-05-19", "home_team": "Bournemouth", "away_team": "Manchester City", "team_side": "away", "is_starting_11": 1, "team": "Manchester City", "opponent": "Bournemouth", "stats": { "minutes": 90, "rating": 6.9, "assists": 0, "expected_assists": 0.0001, "total_shots": 0, "total_pass": 22, "accurate_pass": 18, "clearances": 2, "duels_won": 1, "ball_recovery": 6, "saves": 2, "goals_prevented": 0.2179 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 15999228, "match_date": "2026-05-13", "home_team": "Manchester City", "away_team": "Crystal Palace", "team_side": "home", "is_starting_11": 1, "team": "Manchester City", "opponent": "Crystal Palace", "stats": { "minutes": 90, "rating": 7.3, "assists": 0, "expected_assists": 0.0001, "total_shots": 0, "total_pass": 22, "accurate_pass": 18, "ball_recovery": 9, "saves": 2, "goals_prevented": 0.2892 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 14023946, "match_date": "2026-05-09", "home_team": "Manchester City", "away_team": "Brentford", "team_side": "home", "is_starting_11": 1, "team": "Manchester City", "opponent": "Brentford", "stats": { "minutes": 90, "rating": 7.2, "assists": 0, "expected_assists": 0.0002, "total_shots": 0, "total_pass": 19, "accurate_pass": 18, "clearances": 1, 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UEFA", "league_id": "11", "league_slug": "world-championship-qual-uefa", "league_country": "Europe", "season_id": "69427", "season_name": "World Cup Qualification, UEFA 2026", "season_year": "2026" }, { "match_id": 15631365, "match_date": "2026-03-17", "home_team": "Manchester City", "away_team": "Real Madrid", "team_side": "home", "is_starting_11": 1, "team": "Manchester City", "opponent": "Real Madrid", "stats": { "minutes": 90, "rating": 7.4, "assists": 0, "expected_assists": 0.0001, "total_shots": 0, "total_pass": 20, "accurate_pass": 17, "clearances": 1, "ball_recovery": 5, "saves": 4, "goals_prevented": 0.4773 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" }, { "match_id": 15631329, "match_date": "2026-03-11", "home_team": "Real Madrid", "away_team": "Manchester City", "team_side": "away", "is_starting_11": 1, "team": "Manchester City", "opponent": "Real Madrid", "stats": { "minutes": 90, "rating": 7.4, "assists": 0, "expected_assists": 0.0, "total_shots": 0, "total_pass": 17, "accurate_pass": 15, "clearances": 1, "ball_recovery": 5, "saves": 4, "goals_prevented": 1.0751 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" }, { "match_id": 13233679, "match_date": "2025-11-16", "home_team": "Italy", "away_team": "Norway", "team_side": "home", "is_starting_11": 1, "team": "Italy", "opponent": "Norway", "stats": { "minutes": 90, "rating": 5.9, "assists": 0, "total_shots": 0, "total_pass": 19, "accurate_pass": 19, "ball_recovery": 8, "saves": 1 }, "has_player_stats": true, "league_name": "World Cup Qual. 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"player_name": "Tijjani Reijnders", "ranking": 170 }, { "player_name": "Rúben Neves", "ranking": 171 }, { "player_name": "Víctor Felipe Méndez", "ranking": 172 }, { "player_name": "Ederson", "ranking": 173 }, { "player_name": "Reinaldo", "ranking": 174 } ] } }, "data_sources": [ "match_history", "market_value" ], "data_confidence": 0.688, "history_matches": 7 }, "Nico O'Reilly": { "player_id": 1142703, "position": "D", "position_depth": "D", "is_starter": true, "shirt_number": 33, "height": 193, "market_value": 76000000, "stats": { "interceptions": 1, "tackles": 2, "tackles_won": 1, "clearances": 2, "aerial_won": 1, "rating": 7.4344, "minutes": 80, "total_pass": 40, "accurate_pass": 35, "duels_won": 4, "total_long_balls": 3, "accurate_long_balls": 2, "total_own_half_passes": 16, "accurate_own_half_passes": 15, "total_opp_half_passes": 24, "accurate_opp_half_passes": 20, "crosses_total": 2, "crosses_accurate": 1, "touches": 52, "possession_lost": 8.1615, "dispossessed": 1.3361, "duels_lost": 5, "aerial_lost": 3, "total_contest": 2, "won_contest": 2, "ball_recovery": 4, "challenges_lost": 1, "fouls": 2, "fouls_drawn": 1, "blocks": 2, "goal_rate": 0.0, "goals": 0, "assists": 0, "expected_goals": 0.3346, "expected_assists": 0.0223, "total_shots": 1, "shots_on_target": 1, "shots_off_target": 1, "big_chances_created": 1, "xgot": 0.3006, "ball_carries": 12, "total_progression": 53, "progressive_carries": 1, "key_pass": 2, "tackles_in_zone": 1.2, "tackles_won_in_zone": 1.3, "interceptions_in_zone": 1.4, "clearances_in_zone": 1.2, "aerial_duels_won": 0.5, "defensive_success_rate": 0.82, "opponent_faced": "Haji Wright", "pressing_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "antagonist_source": "defensive_duel", "projected_goals": 0, "goal_probability": 0.0901, "projected_assists": 0, "assist_probability": 0.0483, "fifa_overall": 73.0 }, "latest_10_games": [ { "match_type": "played", "match_id": 16363243, "match_date": "2026-08-23 13:00:00 UTC", "league_name": "Premier League", "league_id": 17, "league_slug": "premier-league", "league_country": "England", "season_id": 96668, "season_name": "Premier League 26/27", "season_year": "26/27", "home_team": "Man City", "away_team": "Bournemouth", "home_score_current": 2.0, "away_score_current": 1.0, "team_side": "home", "status_code": 100, "status_type": "finished", "status_description": "Ended", "player_status": "starter", "is_starting_11": true, "team": "Man City", "opponent": "Bournemouth", "stats": {}, "has_player_stats": false, "source": "depth_chart.csv" }, { "match_id": 12812996, "match_date": "2026-07-15", "home_team": "England", "away_team": "Argentina", "team_side": "home", "is_starting_11": 0, "team": "England", "opponent": "Argentina", "stats": { "minutes": 8, "rating": 6.2, "assists": 0, "expected_assists": 0.0, "total_shots": 0, "aerial_won": 1, "duels_won": 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_type": "played", "match_id": 12813017, "match_date": "2026-07-11 21:00:00 UTC", "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", "home_team": "Norway", "away_team": "England", "home_score_current": 1.0, "away_score_current": 2.0, "team_side": "away", "status_code": 110, "status_type": "finished", "status_description": "AET", "player_status": "starter", "is_starting_11": true, "team": "England", "opponent": "Norway", "stats": {}, "has_player_stats": false, "source": "depth_chart.csv" }, { "match_id": 12813007, "match_date": "2026-07-06", "home_team": "Mexico", "away_team": "England", "team_side": "away", "is_starting_11": 1, "team": "England", "opponent": "Mexico", "stats": { "minutes": 74, "rating": 6.1, "assists": 0, "expected_goals": 0.0574, "expected_assists": 0.0054, "total_shots": 1, "shots_off_target": 1, "total_pass": 15, "accurate_pass": 14, "tackles": 1, "interceptions": 1, "clearances": 1, "duels_won": 2, "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": 12813020, "match_date": "2026-07-01", "home_team": "England", "away_team": "DR Congo", "team_side": "home", "is_starting_11": 1, "team": "England", "opponent": "DR Congo", "stats": { "minutes": 90, "rating": 5.9, "assists": 0, "expected_goals": 0.4396, "expected_assists": 0.0231, "total_shots": 1, "shots_off_target": 1, "total_pass": 46, "accurate_pass": 42, "key_pass": 1, "interceptions": 1, "clearances": 2, "aerial_won": 1, "duels_won": 2, 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"pressing_actions_per_90": 8.0 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Antoine Semenyo", "attacker_role": "LW", "attacker_market_value": 85000000, "attacker_height": 185, "attacker_skill_quality": 0.886, "defenders": [ "Milan van Ewijk" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.66, "duel_zone": "LW vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.562, "xg_contribution": 0.2469, "shots_in_zone": 2.1, "dribbles_attempted": 4, "dribbles_successful": 2.0, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 2.7, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Milan van Ewijk", "role": "CB", "market_value": 23000000, "tackles_attempted": 2.1, "tackles_won": 1.6, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.9, "aerial_duels_won": 0.8, "defensive_success_rate": 0.438 } ], "duel_analysis": "Antoine Semenyo (LW) is slightly favored against Milan van Ewijk in a direct 1v1 contest. Duel win probability: 56%. The quality gap is significant (€85M vs €23M avg). Projected xG contribution: 0.247 — creating consistent moderate threat." }, { "attacker": "Rayan Cherki", "attacker_role": "CAM", "attacker_market_value": 98000000, "attacker_height": 176, "attacker_skill_quality": 0.893, "defenders": [ "Jack Rudoni" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.641, "duel_zone": "CAM vs CM", "numerical_situation": "1v1", "duel_win_rate": 0.497, "xg_contribution": 0.132, "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": 1.4, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Jack Rudoni", "role": "CM", "market_value": 21000000, "tackles_attempted": 2.1, "tackles_won": 1.7, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.503 } ], "duel_analysis": "Rayan Cherki (CAM) is evenly matched against Jack Rudoni in a direct 1v1 contest. Duel win probability: 50%. The quality gap is significant (€98M vs €21M avg). Projected xG contribution: 0.132 — with neither side clearly dominant." }, { "attacker": "Jérémy Doku", "attacker_role": "RW", "attacker_market_value": 70000000, "attacker_height": 173, "attacker_skill_quality": 0.871, "defenders": [ "Milan van Ewijk" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.66, "duel_zone": "RW vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.507, "xg_contribution": 0.2279, "shots_in_zone": 2.0, "dribbles_attempted": 4, "dribbles_successful": 1.8, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 2.6, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Milan van Ewijk", "role": "CB", "market_value": 23000000, "tackles_attempted": 2.1, "tackles_won": 1.7, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.9, "aerial_duels_won": 1.1, "defensive_success_rate": 0.493 } ], "duel_analysis": "Jérémy Doku (RW) is slightly favored against Milan van Ewijk in a direct 1v1 contest. Duel win probability: 51%. The quality gap is significant (€70M vs €23M avg). Projected xG contribution: 0.228 — creating consistent moderate threat." }, { "attacker": "Erling Haaland", "attacker_role": "ST", "attacker_market_value": 240000000, "attacker_height": 194, "attacker_skill_quality": 0.9, "defenders": [ "Milan van Ewijk", "Bobby Thomas" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.627, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.377, "xg_contribution": 0.4966, "shots_in_zone": 2.8, "dribbles_attempted": 2, "dribbles_successful": 0.7, "aerial_duels": 3, "aerial_won": 2.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Milan van Ewijk", "role": "CB", "market_value": 23000000, "tackles_attempted": 1.1, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.9, "aerial_duels_won": 0.5, "defensive_success_rate": 0.623 }, { "player": "Bobby Thomas", "role": "CB", "market_value": 16500000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.8, "aerial_duels_won": 0.5, "defensive_success_rate": 0.623 } ], "duel_analysis": "Erling Haaland (ST) faces tough defensive resistance against Milan van Ewijk and Bobby Thomas in a 2-defender block. Duel win probability: 38%. The quality gap is significant (€240M vs €20M avg). Projected xG contribution: 0.497 — and is restricted in space and time on the ball." } ], "away_attacking_duels": [ { "attacker": "Haji Wright", "attacker_role": "ST", "attacker_market_value": 16600000, "attacker_height": 193, "attacker_skill_quality": 0.596, "defenders": [ "Nico O'Reilly", "Joško Gvardiol" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.869, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.1075, "shots_in_zone": 2.0, "dribbles_attempted": 2, "dribbles_successful": 0.3, "aerial_duels": 3, "aerial_won": 2.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Nico O'Reilly", "role": "CB", "market_value": 76000000, "tackles_attempted": 1.2, "tackles_won": 1.3, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 1.2, "aerial_duels_won": 0.5, "defensive_success_rate": 0.82 }, { "player": "Joško Gvardiol", "role": "CB", "market_value": 64000000, "tackles_attempted": 1.1, "tackles_won": 1.3, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 1.2, "aerial_duels_won": 0.5, "defensive_success_rate": 0.82 } ], "duel_analysis": "Haji Wright (ST) is heavily outmatched defensively against Nico O'Reilly and Joško Gvardiol in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€17M vs €70M avg). Projected xG contribution: 0.107 — with very limited chance creation expected." }, { "attacker": "Sidiki Cherif", "attacker_role": "SS", "attacker_market_value": 16900000, "attacker_height": 188, "attacker_skill_quality": 0.6, "defenders": [ "Elliot Anderson", "Nico O'Reilly" ], "defender_roles": [ "CDM", "CB" ], "def_skill_quality_avg": 0.886, "duel_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.1764, "shots_in_zone": 1.6, "dribbles_attempted": 3, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Elliot Anderson", "role": "CDM", "market_value": 100000000, "tackles_attempted": 1.2, "tackles_won": 1.3, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.82 }, { "player": "Nico O'Reilly", "role": "CB", "market_value": 76000000, "tackles_attempted": 1.2, "tackles_won": 1.3, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.82 } ], "duel_analysis": "Sidiki Cherif (SS) is heavily outmatched defensively against Elliot Anderson and Nico O'Reilly in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€17M vs €88M avg). Projected xG contribution: 0.176 — with very limited chance creation expected." }, { "attacker": "Ephron Mason-Clark", "attacker_role": "LWB", "attacker_market_value": 17200000, "attacker_height": 178, "attacker_skill_quality": 0.603, "defenders": [ "Rúben Dias" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.853, "duel_zone": "Left Wingback vs Right Back — Overlapping Run", "numerical_situation": "1v1", "duel_win_rate": 0.248, "xg_contribution": 0.0774, "shots_in_zone": 0.8, "dribbles_attempted": 2, "dribbles_successful": 0.4, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 2.5, "fouls_drawn": 1.5, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Rúben Dias", "role": "RB", "market_value": 60000000, "tackles_attempted": 2.3, "tackles_won": 2.4, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 1.0, "defensive_success_rate": 0.752 } ], "duel_analysis": "Ephron Mason-Clark (LWB) is heavily outmatched defensively against Rúben Dias in a direct 1v1 contest. Duel win probability: 25%. The quality gap is significant (€17M vs €60M avg). Projected xG contribution: 0.077 — with very limited chance creation expected." }, { "attacker": "Gustavo Hamer", "attacker_role": "RWB", "attacker_market_value": 14700000, "attacker_height": 169, "attacker_skill_quality": 0.576, "defenders": [ "Marc Guéhi" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.864, "duel_zone": "Right Wingback vs Left Back — Overlapping Run", "numerical_situation": "1v1", "duel_win_rate": 0.218, "xg_contribution": 0.0708, "shots_in_zone": 0.7, "dribbles_attempted": 2, "dribbles_successful": 0.4, "aerial_duels": 2, "aerial_won": 0.8, "crosses_in_zone": 2.5, "fouls_drawn": 1.5, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Marc Guéhi", "role": "LB", "market_value": 66000000, "tackles_attempted": 2.3, "tackles_won": 2.5, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 1.2, "defensive_success_rate": 0.782 } ], "duel_analysis": "Gustavo Hamer (RWB) is heavily outmatched defensively against Marc Guéhi in a direct 1v1 contest. Duel win probability: 22%. The quality gap is significant (€15M vs €66M avg). Projected xG contribution: 0.071 — with very limited chance creation expected." }, { "attacker": "Jack Rudoni", "attacker_role": "CM", "attacker_market_value": 21000000, "attacker_height": 185, "attacker_skill_quality": 0.641, "defenders": [ "Elliot Anderson" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.893, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.36, "xg_contribution": 0.1001, "shots_in_zone": 1.5, "dribbles_attempted": 2, "dribbles_successful": 0.6, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Elliot Anderson", "role": "CDM", "market_value": 100000000, "tackles_attempted": 2.3, "tackles_won": 2.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.8, "defensive_success_rate": 0.64 } ], "duel_analysis": "Jack Rudoni (CM) faces tough defensive resistance against Elliot Anderson in a direct 1v1 contest. Duel win probability: 36%. The quality gap is significant (€21M vs €100M avg). Projected xG contribution: 0.100 — and is restricted in space and time on the ball." } ], "midfield_battle": { "home_midfield_power": 0.931, "away_midfield_power": 0.634, "home_creative_power": 1.01, "away_creative_power": 0.697, "home_defensive_power": 1.027, "away_defensive_power": 0.711, "home_dominance_ratio": 0.595, "home_midfield_count": 5, "away_midfield_count": 4, "home_midfield_players": [ "Elliot Anderson", "Rayan Cherki", "Antoine Semenyo", "Jérémy Doku", "Phil Foden" ], "away_midfield_players": [ "Jack Rudoni", "Caleb Yirenkyi", "Ephron Mason-Clark", "Gustavo Hamer" ], "possession_advantage": "home", "estimated_possession_home_pct": 52.8, "estimated_possession_away_pct": 47.2, "home_pressing_actions_per_90": 10.0, "away_pressing_actions_per_90": 8.0, "home_key_passes_projected": 7.6, "away_key_passes_projected": 5.7, "home_throughball_threat": 3.6, "away_throughball_threat": 2.7, "key_personal_duel": "Elliot Anderson vs Jack Rudoni", "midfield_lambda_factor_home": 1.033, "midfield_lambda_factor_away": 0.966 }, "formation_analysis": { "home_formation": "4-2-3-1", "away_formation": "3-4-2-1", "home_tactical_bonus": 0.05, "away_tactical_bonus": -0.05, "formation_verdict": "Tactical parity between 4-2-3-1 and 3-4-2-1. Match outcome driven primarily by individual player quality." }, "home_lambda": 2.427, "away_lambda": 0.743, "home_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "LW vs CB" ], "away_top_threat_zones": [ "Shadow Striker vs CDM + CB — Zone 14 Battle", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "home_player_antagonists": { "Antoine Semenyo": { "opponents": [ "Milan van Ewijk", "Gustavo Hamer" ], "primary_zone": "LW vs CB", "source": "attacking_duel, midfield_pairing" }, "Rayan Cherki": { "opponents": [ "Jack Rudoni" ], "primary_zone": "CAM vs CM", "source": "attacking_duel, midfield_pairing" }, "Jérémy Doku": { "opponents": [ "Milan van Ewijk", "Jack Rudoni" ], "primary_zone": "RW vs CB", "source": "attacking_duel, midfield_pairing" }, "Erling Haaland": { "opponents": [ "Milan van Ewijk", "Bobby Thomas" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Nico O'Reilly": { "opponents": [ "Haji Wright", "Sidiki Cherif" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Joško Gvardiol": { "opponents": [ "Haji Wright" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Elliot Anderson": { "opponents": [ "Sidiki Cherif", "Jack Rudoni", "Caleb Yirenkyi" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "defensive_duel, midfield_pairing" }, "Rúben Dias": { "opponents": [ "Ephron Mason-Clark" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "defensive_duel" }, "Marc Guéhi": { "opponents": [ "Gustavo Hamer" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "defensive_duel" }, "Phil Foden": { "opponents": [ "Ephron Mason-Clark" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Gianluigi Donnarumma": { "opponents": [ "Brandon Thomas-Asante", "Sidiki Cherif" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Milan van Ewijk": { "opponents": [ "Antoine Semenyo", "Jérémy Doku", "Erling Haaland" ], "primary_zone": "LW vs CB", "source": "defensive_duel" }, "Jack Rudoni": { "opponents": [ "Rayan Cherki", "Elliot Anderson", "Jérémy Doku" ], "primary_zone": "CAM vs CM", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Bobby Thomas": { "opponents": [ "Erling Haaland" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Haji Wright": { "opponents": [ "Nico O'Reilly", "Joško Gvardiol" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Sidiki Cherif": { "opponents": [ "Elliot Anderson", "Nico O'Reilly" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "attacking_duel" }, "Ephron Mason-Clark": { "opponents": [ "Rúben Dias", "Phil Foden" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Gustavo Hamer": { "opponents": [ "Marc Guéhi", "Antoine Semenyo" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Caleb Yirenkyi": { "opponents": [ "Elliot Anderson" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Carl Rushworth": { "opponents": [ "Erling Haaland", "Rayan Cherki" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Liam Kitching": { "opponents": [ "Erling Haaland" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Brandon Thomas-Asante": { "opponents": [ "Marc Guéhi", "Joško Gvardiol" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Home midfield dominates with ~53% possession expected (Elliot Anderson vs Jack Rudoni). Total antagonist xG — Home: 1.10, Away: 0.53. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Shadow Striker vs CDM + CB — Zone 14 Battle.", "lambda_factors": { "home_gk_opposition_factor": 0.9503, "away_gk_opposition_factor": 0.8584, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.129, "home_defensive_solidity_vs": 0.9469, "away_defensive_solidity_vs": 0.8571, "home_midfield_factor": 1.033, "away_midfield_factor": 0.966, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.8763, "away_avg_quality": 0.6065, "avg_quality_gap": 0.2698, "squad_value_gap_log": 1.6132, "top5_value_gap_log": 1.7409, "attack_value_gap_log": 1.626, "elite_count_gap": 10, "combined_quality_gap": 0.5964, "stronger_lambda_boost": 0.328, "weaker_lambda_suppression": 0.1908, "home_bench_lambda_bonus": 0.049, "away_bench_lambda_bonus": 0.1323, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": true, "mismatch_score_pressure_gap": 0.5964, "mismatch_favorite_lambda_boost": 1.1541, "mismatch_underdog_lambda_factor": 0.9504, "pre_mismatch_home_lambda": 2.103, "pre_mismatch_away_lambda": 0.782, "competitive_underdog_floor_applied": false, "pre_calibration_home_lambda": 2.103, "pre_calibration_away_lambda": 0.7823, "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": false, "final_home_lambda": 2.427, "final_away_lambda": 0.743 } }, "home_standing": { "available": true, "team_position": 15, "opponent_position": 7, "standing_lambda_multiplier": 1.0, "attack_index": 1.0, "defense_concede_index": 1.0, "form_multiplier": 1.0, "team_attack_rate_contextual": 0.0, "opp_defense_rate_contextual": 0.0, "team_ppg": 0.0, "opponent_ppg": 0.0 }, "away_standing": { "available": true, "team_position": 7, "opponent_position": 15, "standing_lambda_multiplier": 1.0, "attack_index": 1.0, "defense_concede_index": 1.0, "form_multiplier": 1.0, "team_attack_rate_contextual": 0.0, "opp_defense_rate_contextual": 0.0, "team_ppg": 0.0, "opponent_ppg": 0.0 }, "timestamp": "2026-09-05T13:31:28Z" }