{ "match_info": { "home_team": "Crystal Palace", "away_team": "Man City", "tournament": "Premier League", "date": "20260828", "timezone": "America/New_York", "home_formation": "3-4-2-1", "away_formation": "4-2-3-1" }, "prediction": { "most_likely_score": "0-2", "home_goals": 0, "away_goals": 2, "most_likely_score_probability": 0.1023, "match_resolution": "regulation", "predicted_winner": "Man City", "tiebreaker": { "applies": false, "method": "none", "regulation_draw_probability": 0.1391, "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": "0-2", "probability": 0.1023 }, { "score": "0-3", "probability": 0.0945 }, { "score": "1-2", "probability": 0.0875 }, { "score": "1-3", "probability": 0.0808 }, { "score": "0-1", "probability": 0.0736 } ], "scoreline_probabilities": { "0-0": 0.0269, "0-1": 0.0736, "0-2": 0.1023, "0-3": 0.0945, "0-4": 0.0654, "0-5": 0.0362, "0-6": 0.0167, "0-7": 0.0066, "0-8": 0.0023, "0-9": 0.0007, "1-0": 0.0226, "1-1": 0.0634, "1-2": 0.0875, "1-3": 0.0808, "1-4": 0.0559, "1-5": 0.031, "1-6": 0.0143, "1-7": 0.0057, "1-8": 0.002, "1-9": 0.0006, "2-0": 0.0097, "2-1": 0.027, "2-2": 0.0374, "2-3": 0.0345, "2-4": 0.0239, "2-5": 0.0132, "2-6": 0.0061, "2-7": 0.0024, "2-8": 0.0008, "3-0": 0.0028, "3-1": 0.0077, "3-2": 0.0107, "3-3": 0.0098, "3-4": 0.0068, "3-5": 0.0038, "3-6": 0.0017, "3-7": 0.0007, "4-0": 0.0006, "4-1": 0.0016, "4-2": 0.0023, "4-3": 0.0021, "4-4": 0.0015, "4-5": 0.0008 }, "outcome": { "home_win": 0.0887, "draw": 0.1391, "away_win": 0.7722 }, "markets": { "over_2_5_goals": 0.7015, "under_2_5_goals": 0.2985, "btts_yes": 0.5389, "btts_no": 0.4611, "home_clean_sheet": 0.0627, "away_clean_sheet": 0.4253 }, "home_ratings": { "DR": 79.96, "MCR": 85.33, "ATR": 86.81, "GK": 87.77 }, "away_ratings": { "DR": 88.79, "MCR": 88.83, "ATR": 98.65, "GK": 96.56 }, "insights": { "summary": "Antagonist matchup analysis for Crystal Palace vs Man City. Most likely scoreline: 0-2. Lambdas derived from 5 home and 4 away individual player duels.", "key_player": "Projected scorer(s): Erling Haaland (2)", "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 — Adam Wharton vs Elliot Anderson will be the pivotal duel. Total antagonist xG — Home: 0.74, Away: 1.15. Home danger zone: Shadow Striker vs CDM + CB — Zone 14 Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle." }, "confidence": 0.86, "home_lambda": 0.855, "away_lambda": 2.77 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.0887, "draw": 0.1391, "away_win": 0.7722 }, "favorite": "Man City", "favorite_win_probability": 0.7722, "fair_spread": -1.915, "fair_total": 3.625, "prop_estimates": [ { "market": "team_total_goals", "selection": "Crystal Palace", "estimate": 0.855, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Man City", "estimate": 2.77, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.7015, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.5389, "unit": "probability" }, { "market": "clean_sheet", "selection": "Crystal Palace", "estimate": 1.0, "probability": 0.0627, "unit": "probability" }, { "market": "clean_sheet", "selection": "Man City", "estimate": 1.0, "probability": 0.4253, "unit": "probability" }, { "market": "anytime_goal", "selection": "Jaydee Canvot (Crystal Palace)", "estimate": 0.1847, "probability": 0.0, "unit": "xG" }, { "market": "anytime_goal", "selection": "Erling Haaland (Man City)", "estimate": 1.2395, "probability": 0.7687, "unit": "xG" }, { "market": "assist", "selection": "Adam Wharton (Crystal Palace)", "estimate": 0.1387, "probability": 0.0, "unit": "xA" }, { "market": "assist", "selection": "Jérémy Doku (Man City)", "estimate": 0.3142, "probability": 0.332, "unit": "xA" } ], "expected_pace": { "tempo": "high", "expected_total_goals": 3.625, "expected_total_shots": 26, "expected_total_passes": 858, "expected_pressing_actions_per_90": 17.7, "possession_home_pct": 48.5, "possession_away_pct": 51.5, "notes": "possession projects near even" }, "expected_game_script": { "favorite": "Man City", "favorite_win_probability": 0.7722, "script": "Man City is the fair winner side, but the baseline remains favorite-led: fair spread -1.92 goals and fair total 3.62.", "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 13 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Crystal Palace 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 Jaydee Canvot, Chris Richards in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; possession projects near even.", "expected_rotation_usage_behavior": [ "Crystal Palace: starters carry the main goal usage through the highest xG attackers; bench watchlist: Brennan Johnson, Yéremy Pino, Dwight McNeil.", "Man City: starters carry the main goal usage through Erling Haaland (2); bench watchlist: Omar Marmoush, Rodri.", "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 13 total first-half shots, and 1.81 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 Crystal Palace 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.", "Crystal Palace 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": { "Crystal Palace": { "formation": "3-4-2-1", "players": { "Dean Henderson": { "player_id": 788134, "position": "G", "position_depth": "G", "is_starter": true, "shirt_number": 1, "height": 188, "market_value": 29000000, "stats": { "saves": 3, "goals_prevented": 0.2402, "rating": 87.7708, "minutes": 95, "total_pass": 30, "accurate_pass": 13, "total_long_balls": 21, "accurate_long_balls": 5, "touches": 40, "clearances": 2, "ball_recovery": 8, "high_claims": 1, "punches": 2.126, "aerial_won": 0, "sweeper_actions": 2, "sweeper_accurate": 2, "saves_inside_box": 2, "possession_lost": 16.5828, "duels_won": 1, "duels_lost": 0, "total_contest": 0, "won_contest": 0, "fouls": 0, "fouls_drawn": 0, "total_own_half_passes": 12, "accurate_own_half_passes": 10, "expected_saves": 2.42, "high_pressure_saves": 0.92, "shots_faced": 5.2, "opponent_faced": "Erling Haaland, Phil Foden", "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": 81.0 }, "latest_10_games": [ { "match_type": "played", "match_id": 16363635, "match_date": "2026-08-22 14:00:00 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": "Everton", "away_team": "Crystal Palace", "home_score_current": 2.0, "away_score_current": 0.0, "team_side": "away", "status_code": 100, "status_type": "finished", "status_description": "Ended", "player_status": "starter", "is_starting_11": true, "team": "Crystal Palace", "opponent": "Everton", "stats": {}, "has_player_stats": false, "source": "depth_chart.csv" }, { "match_id": 12813003, "match_date": "2026-07-18", "home_team": "France", "away_team": "England", "team_side": "away", "is_starting_11": 1, "team": "England", "opponent": "France", "stats": { "minutes": 90, "rating": 7.4, "assists": 0, "expected_assists": 0.0022, "total_shots": 0, "total_pass": 37, "accurate_pass": 28, "interceptions": 1, "ball_recovery": 6, "saves": 5, "goals_prevented": 0.1636 }, "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": 14023963, "match_date": "2026-05-24", "home_team": "Crystal Palace", "away_team": "Arsenal", "team_side": "home", "is_starting_11": 1, "team": "Crystal Palace", "opponent": "Arsenal", "stats": { "minutes": 90, "rating": 7.4, "assists": 0, "expected_assists": 0.0011, "total_shots": 0, "total_pass": 23, "accurate_pass": 7, "ball_recovery": 11, "saves": 5, "goals_prevented": -0.2894 }, "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": 14023953, "match_date": "2026-05-17", "home_team": "Brentford", "away_team": "Crystal Palace", "team_side": "away", "is_starting_11": 1, "team": "Crystal Palace", "opponent": "Brentford", "stats": { "minutes": 90, "rating": 6.5, "assists": 0, "expected_assists": 0.0041, "total_shots": 0, "total_pass": 40, "accurate_pass": 9, "clearances": 3, "ball_recovery": 10, "saves": 1, "goals_prevented": 0.1682 }, "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": "away", "is_starting_11": 1, "team": "Crystal Palace", "opponent": "Manchester City", "stats": { "minutes": 90, "rating": 6.2, "assists": 0, "expected_assists": 0.0001, "total_shots": 0, "total_pass": 23, "accurate_pass": 11, "clearances": 2, "ball_recovery": 4, "saves": 1, "goals_prevented": -1.0125 }, "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": 14023937, "match_date": "2026-05-10", "home_team": "Crystal Palace", "away_team": 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"data/player_rankings.csv", "player_name": "Dean Henderson", "ranking_neighbors": { "upper": [ { "player_name": "Sanele Radebe", "ranking": 10369 }, { "player_name": "Andriy Borovskyi", "ranking": 10370 }, { "player_name": "Leonel Tejada", "ranking": 10371 }, { "player_name": "Juan Ostos", "ranking": 10372 }, { "player_name": "Seoungbeen Cho", "ranking": 10373 } ], "lower": [ { "player_name": "Julián Brea", "ranking": 10375 }, { "player_name": "Piero Guzmán", "ranking": 10376 }, { "player_name": "Edward Maova", "ranking": 10377 }, { "player_name": "Jeffry Miranda", "ranking": 10378 }, { "player_name": "Sven Lesjak", "ranking": 10379 } ] } } }, "Jaydee Canvot": { "player_id": 1471671, "position": "D", "position_depth": "D", "is_starter": true, "shirt_number": 6, "height": 188, "market_value": 25000000, "stats": { "interceptions": 1, "tackles": 1, "tackles_won": 0, "clearances": 7, "aerial_won": 2, "rating": 76.6528, "minutes": 95, "total_pass": 46, "accurate_pass": 41, "duels_won": 6, 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"antagonist_source": "defensive_duel", "projected_goals": 0, "goal_probability": 0.0, "projected_assists": 0, "assist_probability": 0.0, "fifa_overall": 70.0 }, "latest_10_games": [ { "match_type": "played", "match_id": 16363635, "match_date": "2026-08-22 14:00:00 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": "Everton", "away_team": "Crystal Palace", "home_score_current": 2.0, "away_score_current": 0.0, "team_side": "away", "status_code": 100, "status_type": "finished", "status_description": "Ended", "player_status": "starter", "is_starting_11": true, "team": "Crystal Palace", "opponent": "Everton", "stats": {}, "has_player_stats": false, "source": "depth_chart.csv" }, { "match_id": 14023953, "match_date": "2026-05-17", "home_team": "Brentford", "away_team": "Crystal Palace", "team_side": "away", "is_starting_11": 1, 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"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": 14023937, "match_date": "2026-05-10", "home_team": "Crystal Palace", "away_team": "Everton", "team_side": "home", "is_starting_11": 1, "team": "Crystal Palace", "opponent": "Everton", "stats": { "minutes": 90, "rating": 6.6, "assists": 0, "expected_goals": 0.3127, "expected_assists": 0.0399, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 67, "accurate_pass": 62, "key_pass": 1, "interceptions": 1, "clearances": 6, "aerial_won": 7, "duels_won": 10, "ball_recovery": 1 }, "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" } ], "ranking": { "global_player_rank": 20042, "combined_rank_score": 3233.0, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 575.0, "sofascore_rating": 6.8368, "sofascore_appearances": 20.0, "fifa_rank": 5891.0, "fifa_overall": 70.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 10, "squad_role": "starter", "projected_match_rating": 6.6528, "source_file": "data/player_rankings.csv", "player_name": "Jaydee Canvot", "ranking_neighbors": { "upper": [ { "player_name": "Evert Linthorst", "ranking": 20037 }, { "player_name": "Maxime Crépeau", "ranking": 20038 }, { "player_name": "Israel Alba", "ranking": 20039 }, { "player_name": "Sander Tangvik", "ranking": 20040 }, { "player_name": "Jesús Vázquez", "ranking": 20041 } ], "lower": [ { "player_name": "David Brekalo", "ranking": 20043 }, { "player_name": "Franco Negri", "ranking": 20044 }, { "player_name": "Leonardo Bertone", "ranking": 20045 }, { "player_name": "Blair Spittal", "ranking": 20046 }, { "player_name": "Stefan Mitrovic", "ranking": 20047 } ] } } }, "Chris Richards": { "player_id": 931844, "position": "D", "position_depth": "D", "is_starter": true, "shirt_number": 26, "height": 188, "market_value": 25000000, "stats": { "interceptions": 0, "tackles": 1, "tackles_won": 0, "clearances": 6, "aerial_won": 3, "rating": 84.1341, "minutes": 88, "total_pass": 58, "accurate_pass": 52, "duels_won": 5, "total_long_balls": 6, "accurate_long_balls": 3, "total_own_half_passes": 38, "accurate_own_half_passes": 36, "total_opp_half_passes": 20, "accurate_opp_half_passes": 17, "crosses_total": 1, "crosses_accurate": 1, "touches": 71, "possession_lost": 7.9621, "dispossessed": 1.0532, "duels_lost": 3, "aerial_lost": 2, "total_contest": 0, "won_contest": 0, "ball_recovery": 3, "challenges_lost": 1, "fouls": 2, "fouls_drawn": 1, "blocks": 2, "goal_rate": 0.0, "goals": 0, "assists": 0, "expected_goals": 0.137, "expected_assists": 0.0316, "total_shots": 1, "shots_on_target": 1, 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"attacker_skill_quality": 0.786, "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": 0.1383, "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": 1.8, "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": "Jørgen Strand Larsen (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 (€41M vs €70M avg). Projected xG contribution: 0.138 — with very limited chance creation expected." }, { "attacker": "Ismaïla Sarr", "attacker_role": "SS", "attacker_market_value": 43000000, "attacker_height": 185, "attacker_skill_quality": 0.796, "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": 0.225, "xg_contribution": 0.2973, "shots_in_zone": 1.8, "dribbles_attempted": 3, "dribbles_successful": 0.6, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Elliot Anderson", "role": "CDM", "market_value": 100000000, "tackles_attempted": 1.2, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.775 }, { "player": "Nico O'Reilly", "role": "CB", "market_value": 76000000, "tackles_attempted": 1.2, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.775 } ], "duel_analysis": "Ismaïla Sarr (SS) is heavily outmatched defensively against Elliot Anderson and Nico O'Reilly in a 2-defender block. Duel win probability: 23%. The quality gap is significant (€43M vs €88M avg). Projected xG contribution: 0.297 — with very limited chance creation expected." }, { "attacker": "Anan Khalaili", "attacker_role": "LWB", "attacker_market_value": 24000000, "attacker_height": 183, "attacker_skill_quality": 0.669, "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": 0.297, "xg_contribution": 0.0908, "shots_in_zone": 0.8, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.7, "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": 2.3, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.703 } ], "duel_analysis": "Anan Khalaili (LWB) is heavily outmatched defensively against Rúben Dias in a direct 1v1 contest. Duel win probability: 30%. The quality gap is significant (€24M vs €60M avg). Projected xG contribution: 0.091 — with very limited chance creation expected." }, { "attacker": "Tyrick Mitchell", "attacker_role": "RWB", "attacker_market_value": 23000000, "attacker_height": 174, "attacker_skill_quality": 0.66, "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": 0.276, "xg_contribution": 0.081, "shots_in_zone": 0.8, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 2.6, "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": 2.4, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.724 } ], "duel_analysis": "Tyrick Mitchell (RWB) is heavily outmatched defensively against Marc Guéhi in a direct 1v1 contest. Duel win probability: 28%. The quality gap is significant (€23M vs €66M avg). Projected xG contribution: 0.081 — with very limited chance creation expected." }, { "attacker": "Adam Wharton", "attacker_role": "CM", "attacker_market_value": 74000000, "attacker_height": 182, "attacker_skill_quality": 0.876, "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": 0.454, "xg_contribution": 0.1321, "shots_in_zone": 1.7, "dribbles_attempted": 3, "dribbles_successful": 1.2, "aerial_duels": 2, "aerial_won": 1.1, "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": 2.0, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.546 } ], "duel_analysis": "Adam Wharton (CM) is evenly matched against Elliot Anderson in a direct 1v1 contest. Duel win probability: 45%. The quality gap is significant (€74M vs €100M avg). Projected xG contribution: 0.132 — with neither side clearly dominant." } ], "away_attacking_duels": [ { "attacker": "Antoine Semenyo", "attacker_role": "LW", "attacker_market_value": 85000000, "attacker_height": 185, "attacker_skill_quality": 0.886, "defenders": [ "Jaydee Canvot" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.677, "duel_zone": "LW vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.502, "xg_contribution": 0.0623, "shots_in_zone": 2.0, "dribbles_attempted": 4, "dribbles_successful": 1.8, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 2.7, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Jaydee Canvot", "role": "CB", "market_value": 25000000, "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": 0.8, "defensive_success_rate": 0.498 } ], "duel_analysis": "Antoine Semenyo (LW) is slightly favored against Jaydee Canvot in a direct 1v1 contest. Duel win probability: 50%. The quality gap is significant (€85M vs €25M avg). Projected xG contribution: 0.062 — creating consistent moderate threat." }, { "attacker": "Jérémy Doku", "attacker_role": "CAM", "attacker_market_value": 70000000, "attacker_height": 173, "attacker_skill_quality": 0.871, "defenders": [ "Adam Wharton" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.876, "duel_zone": "CAM vs CM", "numerical_situation": "1v1", "duel_win_rate": 0.382, "xg_contribution": 0.0511, "shots_in_zone": 2.1, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 0.0, "fouls_drawn": 1.5, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Adam Wharton", "role": "CM", "market_value": 74000000, "tackles_attempted": 2.3, "tackles_won": 2.1, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.618 } ], "duel_analysis": "Jérémy Doku (CAM) faces tough defensive resistance against Adam Wharton in a direct 1v1 contest. Duel win probability: 38%. Projected xG contribution: 0.051 — and is restricted in space and time on the ball." }, { "attacker": "Phil Foden", "attacker_role": "RW", "attacker_market_value": 66000000, "attacker_height": 171, "attacker_skill_quality": 0.864, "defenders": [ "Jaydee Canvot" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.677, "duel_zone": "RW vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.444, "xg_contribution": 0.3127, "shots_in_zone": 1.8, "dribbles_attempted": 4, "dribbles_successful": 1.6, "aerial_duels": 2, "aerial_won": 0.8, "crosses_in_zone": 2.6, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Jaydee Canvot", "role": "CB", "market_value": 25000000, "tackles_attempted": 2.1, "tackles_won": 1.8, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.9, "aerial_duels_won": 1.2, "defensive_success_rate": 0.556 } ], "duel_analysis": "Phil Foden (RW) is evenly matched against Jaydee Canvot in a direct 1v1 contest. Duel win probability: 44%. The quality gap is significant (€66M vs €25M avg). Projected xG contribution: 0.313 — with neither side clearly dominant." }, { "attacker": "Erling Haaland", "attacker_role": "ST", "attacker_market_value": 240000000, "attacker_height": 194, "attacker_skill_quality": 0.9, "defenders": [ "Jaydee Canvot", "Chris Richards" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.677, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.324, "xg_contribution": 0.7251, "shots_in_zone": 2.6, "dribbles_attempted": 2, "dribbles_successful": 0.6, "aerial_duels": 3, "aerial_won": 2.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Jaydee Canvot", "role": "CB", "market_value": 25000000, "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": 0.676 }, { "player": "Chris Richards", "role": "CB", "market_value": 25000000, "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": 0.676 } ], "duel_analysis": "Erling Haaland (ST) faces tough defensive resistance against Jaydee Canvot and Chris Richards in a 2-defender block. Duel win probability: 32%. The quality gap is significant (€240M vs €25M avg). Projected xG contribution: 0.725 — and is restricted in space and time on the ball." } ], "midfield_battle": { "home_midfield_power": 0.741, "away_midfield_power": 0.931, "home_creative_power": 0.845, "away_creative_power": 0.944, "home_defensive_power": 0.758, "away_defensive_power": 0.89, "home_dominance_ratio": 0.443, "home_midfield_count": 4, "away_midfield_count": 5, "home_midfield_players": [ "Adam Wharton", "Anan Khalaili", "Tyrick Mitchell", "Daniel Muñoz" ], "away_midfield_players": [ "Elliot Anderson", "Rayan Cherki", "Antoine Semenyo", "Jérémy Doku", "Phil Foden" ], "possession_advantage": "neutral", "estimated_possession_home_pct": 48.5, "estimated_possession_away_pct": 51.5, "home_pressing_actions_per_90": 8.4, "away_pressing_actions_per_90": 9.3, "home_key_passes_projected": 6.6, "away_key_passes_projected": 7.2, "home_throughball_threat": 3.1, "away_throughball_threat": 3.4, "key_personal_duel": "Adam Wharton vs Elliot Anderson", "midfield_lambda_factor_home": 0.986, "midfield_lambda_factor_away": 1.02 }, "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": 0.855, "away_lambda": 2.77, "home_top_threat_zones": [ "Shadow Striker vs CDM + CB — Zone 14 Battle", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "away_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "RW vs CB" ], "home_player_antagonists": { "Jørgen Strand Larsen": { "opponents": [ "Nico O'Reilly", "Joško Gvardiol" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Ismaïla Sarr": { "opponents": [ "Elliot Anderson", "Nico O'Reilly" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "attacking_duel" }, "Anan Khalaili": { "opponents": [ "Rúben Dias", "Rayan Cherki" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Tyrick Mitchell": { "opponents": [ "Marc Guéhi", "Antoine Semenyo" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Adam Wharton": { "opponents": [ "Elliot Anderson", "Jérémy Doku", "Phil Foden" ], "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Jaydee Canvot": { "opponents": [ "Antoine Semenyo", "Phil Foden", "Erling Haaland" ], "primary_zone": "LW vs CB", "source": "defensive_duel" }, "Chris Richards": { "opponents": [ "Erling Haaland" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Daniel Muñoz": { "opponents": [ "Elliot Anderson" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Dean Henderson": { "opponents": [ "Erling Haaland", "Rayan Cherki" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Chadi Riad": { "opponents": [ "Erling Haaland" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Jean-Philippe Mateta": { "opponents": [ "Marc Guéhi", "Joško Gvardiol" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Nico O'Reilly": { "opponents": [ "Jørgen Strand Larsen", "Ismaïla Sarr" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Joško Gvardiol": { "opponents": [ "Jørgen Strand Larsen" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Elliot Anderson": { "opponents": [ "Ismaïla Sarr", "Adam Wharton", "Daniel Muñoz" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "defensive_duel, midfield_pairing" }, "Rúben Dias": { "opponents": [ "Anan Khalaili" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "defensive_duel" }, "Marc Guéhi": { "opponents": [ "Tyrick Mitchell" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "defensive_duel" }, "Antoine Semenyo": { "opponents": [ "Jaydee Canvot", "Tyrick Mitchell" ], "primary_zone": "LW vs CB", "source": "attacking_duel, midfield_pairing" }, "Jérémy Doku": { "opponents": [ "Adam Wharton" ], "primary_zone": "CAM vs CM", "source": "attacking_duel, midfield_pairing" }, "Phil Foden": { "opponents": [ "Jaydee Canvot", "Adam Wharton" ], "primary_zone": "RW vs CB", "source": "attacking_duel, midfield_pairing" }, "Erling Haaland": { "opponents": [ "Jaydee Canvot", "Chris Richards" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Rayan Cherki": { "opponents": [ "Anan Khalaili" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Gianluigi Donnarumma": { "opponents": [ "Jean-Philippe Mateta", "Ismaïla Sarr" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Midfield is evenly contested — Adam Wharton vs Elliot Anderson will be the pivotal duel. Total antagonist xG — Home: 0.74, Away: 1.15. Home danger zone: Shadow Striker vs CDM + CB — Zone 14 Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.", "lambda_factors": { "home_gk_opposition_factor": 0.8584, "away_gk_opposition_factor": 0.8989, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.18, "home_defensive_solidity_vs": 0.8571, "away_defensive_solidity_vs": 0.9334, "home_midfield_factor": 0.986, "away_midfield_factor": 1.02, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.7135, "away_avg_quality": 0.8763, "avg_quality_gap": -0.1628, "squad_value_gap_log": -1.0222, "top5_value_gap_log": -1.0091, "attack_value_gap_log": -0.9185, "elite_count_gap": -7, "combined_quality_gap": -0.3705, "stronger_lambda_boost": 0.8151, "weaker_lambda_suppression": 0.5187, "home_bench_lambda_bonus": 0.0259, "away_bench_lambda_bonus": 0.0392, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": true, "mismatch_score_pressure_gap": -0.3705, "mismatch_favorite_lambda_boost": 1.0976, "mismatch_underdog_lambda_factor": 0.9729, "pre_mismatch_home_lambda": 0.879, "pre_mismatch_away_lambda": 2.524, "competitive_underdog_floor_applied": false, "pre_calibration_home_lambda": 0.6759, "pre_calibration_away_lambda": 2.4042, "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": 0.855, "final_away_lambda": 2.77 } }, "home_standing": { "available": true, "team_position": 8, "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 }, "away_standing": { "available": true, "team_position": 15, "opponent_position": 8, "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": "2026-08-28T13:30:43Z" }