{ "match_info": { "home_team": "Portugal", "away_team": "Spain", "tournament": "World Championship", "date": "20260706", "timezone": "America/New_York", "home_formation": "4-2-3-1", "away_formation": "4-2-3-1" }, "prediction": { "most_likely_score": "0-1", "home_goals": 0, "away_goals": 1, "most_likely_score_probability": 0.1354, "match_resolution": "penalties_if_level", "predicted_winner": "Spain", "tiebreaker": { "applies": true, "method": "penalties_if_level", "regulation_draw_probability": 0.2909, "shootout_home_win_probability": 0.4682, "shootout_away_win_probability": 0.5318, "penalty_home_goals": 5, "penalty_away_goals": 6, "penalty_score": "5-6", "penalty_winner": "Spain", "penalty_winner_goals": 6, "penalty_loser_goals": 5, "penalty_result": "Spain wins 6-5 on penalties", "home_advance_probability": 0.4263, "away_advance_probability": 0.5737, "projected_winner": "Spain", "projected_winner_probability": 0.5737, "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": 0.1354 }, { "score": "1-1", "probability": 0.1335 }, { "score": "0-0", "probability": 0.1126 }, { "score": "1-0", "probability": 0.1068 }, { "score": "0-2", "probability": 0.0837 } ], "scoreline_probabilities": { "0-0": 0.1126, "0-1": 0.1354, "0-2": 0.0837, "0-3": 0.0342, "0-4": 0.0105, "0-5": 0.0026, "0-6": 0.0005, "1-0": 0.1068, "1-1": 0.1335, "1-2": 0.0811, "1-3": 0.0331, "1-4": 0.0101, "1-5": 0.0025, "1-6": 0.0005, "2-0": 0.0523, "2-1": 0.0641, "2-2": 0.0393, "2-3": 0.016, "2-4": 0.0049, "2-5": 0.0012, "3-0": 0.0169, "3-1": 0.0207, "3-2": 0.0127, "3-3": 0.0052, "3-4": 0.0016, "4-0": 0.0041, "4-1": 0.005, "4-2": 0.0031, "4-3": 0.0013, "5-0": 0.0008, "5-1": 0.001, "5-2": 0.0006 }, "outcome": { "home_win": 0.2901, "draw": 0.2909, "away_win": 0.419 }, "markets": { "over_2_5_goals": 0.3758, "under_2_5_goals": 0.6242, "btts_yes": 0.4395, "btts_no": 0.5605, "home_clean_sheet": 0.2936, "away_clean_sheet": 0.3795 }, "home_ratings": { "DR": 90.56, "MCR": 92.52, "ATR": 91.78, "GK": 91.81 }, "away_ratings": { "DR": 90.31, "MCR": 95.3, "ATR": 94.64, "GK": 92.05 }, "insights": { "summary": "Antagonist matchup analysis for Portugal vs Spain. Most likely scoreline: 0-1. Lambdas derived from 5 home and 5 away individual player duels.", "key_player": "Projected scorer(s): Mikel Oyarzabal", "tactical_analysis": "Tactical parity between 4-2-3-1 and 4-2-3-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Vitinha vs Lamine Yamal will be the pivotal duel. Total antagonist xG — Home: 0.88, Away: 0.93. Home danger zone: Right Wing vs Left Back — Flank Battle. Away danger zone: Left Wing vs Right Back — Flank Battle." }, "confidence": 0.71, "home_lambda": 1.02, "away_lambda": 1.29 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.2901, "draw": 0.2909, "away_win": 0.419 }, "favorite": "Spain", "favorite_win_probability": 0.419, "fair_spread": -0.27, "fair_total": 2.31, "prop_estimates": [ { "market": "team_total_goals", "selection": "Portugal", "estimate": 1.02, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Spain", "estimate": 1.29, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.3758, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.4395, "unit": "probability" }, { "market": "clean_sheet", "selection": "Portugal", "estimate": 1.0, "probability": 0.2936, "unit": "probability" }, { "market": "clean_sheet", "selection": "Spain", "estimate": 1.0, "probability": 0.3795, "unit": "probability" }, { "market": "anytime_goal", "selection": "Cristiano Ronaldo (Portugal)", "estimate": 0.405, "probability": 0.0, "unit": "xG" }, { "market": "anytime_goal", "selection": "Lamine Yamal (Spain)", "estimate": 0.3568, "probability": 0.2278, "unit": "xG" }, { "market": "assist", "selection": "Bruno Fernandes (Portugal)", "estimate": 0.3377, "probability": 0.0, "unit": "xA" }, { "market": "assist", "selection": "Lamine Yamal (Spain)", "estimate": 0.2407, "probability": 0.1811, "unit": "xA" } ], "expected_pace": { "tempo": "balanced", "expected_total_goals": 2.31, "expected_total_shots": 25, "expected_total_passes": 1137, "expected_pressing_actions_per_90": 16.7, "possession_home_pct": 49.1, "possession_away_pct": 50.9, "notes": "possession projects near even" }, "expected_game_script": { "favorite": "Spain", "favorite_win_probability": 0.419, "script": "Spain is the fair winner side, but the baseline remains narrow: fair spread -0.27 goals and fair total 2.31.", "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; Portugal must keep the match inside one goal.", "late_game": "A Spain lead likely shifts toward control and counters; if level after extra time, penalties are live; Spain projects as the advancing side at 57.4% overall advancement probability with 29.1% draw pressure." }, "key_matchup_thesis": "Portugal chance creation leans on Cristiano Ronaldo against Marc Cucurella in Right Wing vs Left Back — Flank Battle; possession projects near even.", "expected_rotation_usage_behavior": [ "Portugal: starters carry the main goal usage through the highest xG attackers; bench watchlist: João Neves, Matheus Nunes, Gonçalo Ramos.", "Spain: starters carry the main goal usage through Mikel Oyarzabal; bench watchlist: Fermín López, Ferran Torres, Samu Aghehowa.", "Assist usage should flow through Lamine Yamal; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Spain 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 1.16 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 Portugal is chasing, transition and set-piece volume become the primary live deviation signal; if level after extra time, penalties are live; Spain projects as the advancing side at 57.4% overall advancement probability with 29.1% draw pressure." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Spain.", "Portugal 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": { "Portugal": { "formation": "4-2-3-1", "players": { "Cristiano Ronaldo": { "player_id": 750, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 7, "height": 187, "market_value": 10400000, "stats": { "expected_goals": 0.405, "goal_rate": 0.9509, "goals": 0, "shots_on_target": 1, "expected_assists": 0.0328, "key_pass": 0, "rating": 92.227, "minutes": 88, "total_shots": 2, "duels_won": 2, "aerial_won": 1, "total_pass": 18, "accurate_pass": 15, "total_long_balls": 1, "accurate_long_balls": 0, "total_opp_half_passes": 13, "accurate_opp_half_passes": 11, "crosses_total": 0, "crosses_accurate": 0, "touches": 26, "possession_lost": 5.1819, "dispossessed": 1.0081, "duels_lost": 2, "aerial_lost": 1, "total_contest": 1, "won_contest": 0, "ball_recovery": 2, "challenges_lost": 1, "fouls": 1, "fouls_drawn": 2, "assists": 0, "shots_off_target": 2, "interceptions": 1, "tackles_won": 1, "tackles": 1, "clearances": 1, "blocks": 1, "big_chances_created": 0, "big_chances_missed": 3, "xgot": 0.8972, "offsides": 2, "ball_carries": 5, "total_progression": 14, "progressive_carries": 1, "dribbles_attempted": 3, "dribbles_successful": 1.0, "crosses_attempted": 2.0, "duel_win_rate": 0.391, "pressing_faced": "ULTRA_HIGH", "matchup_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "opponent_defenders": "Marc Cucurella", "opponent_faced": "Marc Cucurella", "antagonist_source": "attacking_duel", "projected_goals": 0, "goal_probability": 0.0, "projected_assists": 0, "assist_probability": 0.0, "fifa_overall": 85.0 }, "latest_10_games": [ { "match_id": 12812997, "match_date": "2026-07-02", "home_team": "Portugal", "away_team": "Croatia", "team_side": "home", "is_starting_11": 1, "team": "Portugal", "opponent": "Croatia", "stats": { "minutes": 81, "rating": 7.1, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 0.8236, "expected_assists": 0.0138, "total_shots": 2, "shots_on_target": 1, "total_pass": 22, "accurate_pass": 21, "tackles": 1, "duels_won": 1 }, "has_player_stats": true, "league_name": "World Championship", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 15186696, "match_date": "2026-06-27", "home_team": "Colombia", "away_team": "Portugal", "team_side": "away", "is_starting_11": 1, "team": "Portugal", "opponent": "Colombia", "stats": { "minutes": 90, "rating": 6.5, "assists": 0, "expected_goals": 0.1321, "expected_assists": 0.035, "total_shots": 3, "shots_on_target": 1, "total_pass": 27, "accurate_pass": 22, "duels_won": 2, "ball_recovery": 3 }, "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": 15186858, "match_date": "2026-06-23", "home_team": "Portugal", "away_team": "Uzbekistan", "team_side": "home", "is_starting_11": 1, "team": "Portugal", "opponent": "Uzbekistan", "stats": { "minutes": 90, "rating": 8.6, "goal_rate": 2.0, "goals": 2, "assists": 0, "expected_goals": 1.5956, "expected_assists": 0.0345, "total_shots": 7, "shots_on_target": 5, "shots_off_target": 1, "total_pass": 19, "accurate_pass": 13, "tackles": 1, "tackles_won": 1, "interceptions": 1, "clearances": 1, "aerial_won": 1, "duels_won": 3, "ball_recovery": 1 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241 } ] } } }, "Rafael Leão": { "player_id": 851284, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 17, "height": 188, "market_value": 48000000, "stats": { "expected_goals": 0.0019, "goal_rate": 0.0012, "goals": 0, "shots_on_target": 0, "expected_assists": 0.0862, "key_pass": 0, "rating": 91.3319, "minutes": 29, "total_shots": 2, "duels_won": 3, "aerial_won": 2, "total_pass": 12, "accurate_pass": 10, "total_long_balls": 3, "accurate_long_balls": 2, "total_opp_half_passes": 9, "accurate_opp_half_passes": 7, "crosses_total": 2, "crosses_accurate": 2, "touches": 22, "possession_lost": 5.0372, "dispossessed": 1.095, "duels_lost": 3, "aerial_lost": 1, "total_contest": 3, "won_contest": 2, "ball_recovery": 2, "challenges_lost": 1, "fouls": 1, "fouls_drawn": 1, "assists": 0, "shots_off_target": 2, "interceptions": 1, "tackles_won": 1, "tackles": 1, "clearances": 0, "blocks": 0, "big_chances_created": 1, "big_chances_missed": 1, "xgot": 0.4599, "offsides": 0, 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1, "duels_won": 2, "ball_recovery": 5 }, "has_player_stats": true, "league_name": "World Championship", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 15186696, "match_date": "2026-06-27", "home_team": "Colombia", "away_team": "Portugal", "team_side": "away", "is_starting_11": 0, "team": "Portugal", "opponent": "Colombia", "stats": { "minutes": 20, "rating": 7.0, "assists": 0, "expected_goals": 0.0449, "expected_assists": 0.0088, "total_shots": 1, "shots_off_target": 1, "total_pass": 6, "accurate_pass": 6, "interceptions": 1, "duels_won": 4, "ball_recovery": 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": 15186858, "match_date": "2026-06-23", "home_team": "Portugal", "away_team": "Uzbekistan", "team_side": "home", "is_starting_11": 0, "team": "Portugal", "opponent": "Uzbekistan", "stats": { "minutes": 13, "rating": 7.6, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 0.1662, "expected_assists": 0.0055, "total_shots": 1, "shots_on_target": 1, "total_pass": 4, "accurate_pass": 3, "duels_won": 3 }, "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": 15186709, "match_date": "2026-06-17", "home_team": "Portugal", "away_team": "DR Congo", "team_side": "home", "is_starting_11": 0, "team": "Portugal", "opponent": "DR Congo", "stats": { "minutes": 19, "rating": 6.5, "assists": 0, "expected_assists": 0.0603, "total_shots": 0, "total_pass": 9, "accurate_pass": 9, "key_pass": 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": 13980071, "match_date": "2026-05-24", "home_team": "AC Milan", "away_team": "Cagliari", "team_side": "home", "is_starting_11": 0, "team": "AC Milan", "opponent": "Cagliari", "stats": { "minutes": 22, "rating": 7.3, "assists": 0, "expected_assists": 0.3581, "total_shots": 0, "total_pass": 9, "accurate_pass": 9, "key_pass": 3, "duels_won": 1 }, "has_player_stats": true, "league_name": "Serie A", "league_id": "23", "league_slug": "serie-a", "league_country": "Italy", "season_id": "76457", "season_name": "Serie A 25/26", "season_year": "25/26" }, { "match_id": 13980096, "match_date": "2026-05-10", "home_team": "AC Milan", "away_team": "Atalanta", "team_side": "home", "is_starting_11": 1, "team": "AC Milan", "opponent": "Atalanta", "stats": { "minutes": 58, "rating": 6.7, "assists": 0, "expected_goals": 0.107, "expected_assists": 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"home_team": "FC Barcelona", "away_team": "Newcastle United", "team_side": "home", "is_starting_11": 1, "team": "FC Barcelona", "opponent": "Newcastle United", "stats": { "minutes": 67, "rating": 7.7, "goal_rate": 1.0, "goals": 1, "assists": 1, "expected_goals": 0.6361, "expected_assists": 0.0871, "total_shots": 1, "shots_on_target": 1, "total_pass": 17, "accurate_pass": 12, "key_pass": 1, "tackles": 3, "tackles_won": 2, "interceptions": 1, "clearances": 2, "aerial_won": 1, "duels_won": 4, "ball_recovery": 3 }, "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": 15631347, "match_date": "2026-03-10", "home_team": "Newcastle United", "away_team": "FC Barcelona", "team_side": "away", "is_starting_11": 1, "team": "FC Barcelona", "opponent": "Newcastle United", "stats": { "minutes": 88, "rating": 6.8, "assists": 0, "expected_goals": 0.1452, "expected_assists": 0.0417, "total_shots": 1, "shots_on_target": 1, "total_pass": 22, "accurate_pass": 20, "key_pass": 2, "tackles": 7, "tackles_won": 2, "clearances": 1, "duels_won": 8, "ball_recovery": 4 }, "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": 13233692, "match_date": "2025-11-18", "home_team": "Spain", "away_team": "Türkiye", "team_side": "home", "is_starting_11": 0, "team": "Spain", "opponent": "Türkiye", "stats": { "minutes": 16, "rating": 6.4, "assists": 0, "total_shots": 0, "total_pass": 9, "accurate_pass": 7, "duels_won": 2, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "World Cup Qual. 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" } ], "ranking": { "global_player_rank": 906, "combined_rank_score": 332.5, "ranking_source": "sofascore_plus_fifa_csv_filled", "ranking_status": "combined", "sofascore_rank": 245.0, "sofascore_rating": 7.0909, "sofascore_appearances": 11.0, "fifa_rank": 420.0, "fifa_overall": 82.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 3, "squad_role": "substitute", "projected_match_rating": 7.2673, "source_file": "data/player_rankings.csv", "player_name": "Fermín López", "ranking_neighbors": { "upper": [ { "player_name": "Berat Ayberk Özdemir", "ranking": 901 }, { "player_name": "Thiago Martins", "ranking": 902 }, { "player_name": "Georgiy Yermakov", "ranking": 903 }, { "player_name": "Dušan Vlahović", "ranking": 904 }, { "player_name": "Sebastián Galani", "ranking": 905 } ], "lower": [ { "player_name": "Tashreeq Matthews", "ranking": 907 }, { "player_name": "Ammar Ramadan", "ranking": 908 }, { "player_name": "Dominik Takáč", "ranking": 909 }, { "player_name": "Anvar Gofurov", "ranking": 910 }, { "player_name": "Hakim Ziyech", "ranking": 911 } ] } } } }, "team_totals": { "projected_goals": 1, "expected_goals": 1.29, "expected_assists": 1.29, "total_shots": 13, "shots_on_target": 11, "total_passes": 617, "interceptions": 12, "tackles": 19, "avg_rating": 93.13, "possession_estimated_pct": 50.9, "pressing_actions_per_90": 8.7 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Bruno Fernandes", "attacker_role": "LW", "attacker_market_value": 32000000, "attacker_height": 179, "attacker_skill_quality": 0.732, "defenders": [ "Pedro Porro" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.732, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.504, "xg_contribution": 0.0836, "shots_in_zone": 2.0, "dribbles_attempted": 4, "dribbles_successful": 1.8, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 2.4, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Pedro Porro", "role": "RB", "market_value": 32000000, "tackles_attempted": 2.2, "tackles_won": 1.7, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 1.0, "aerial_duels_won": 1.0, "defensive_success_rate": 0.496 } ], "duel_analysis": "Bruno Fernandes (LW) is slightly favored against Pedro Porro in a direct 1v1 contest. Duel win probability: 50%. Projected xG contribution: 0.084 — creating consistent moderate threat." }, { "attacker": "Cristiano Ronaldo", "attacker_role": "RW", "attacker_market_value": 10400000, "attacker_height": 187, "attacker_skill_quality": 0.527, "defenders": [ "Marc Cucurella" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.831, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.391, "xg_contribution": 0.575, "shots_in_zone": 1.7, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 2.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Marc Cucurella", "role": "LB", "market_value": 52000000, "tackles_attempted": 2.3, "tackles_won": 2.1, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 1.2, "aerial_duels_won": 0.8, "defensive_success_rate": 0.609 } ], "duel_analysis": "Cristiano Ronaldo (RW) faces tough defensive resistance against Marc Cucurella in a direct 1v1 contest. Duel win probability: 39%. The quality gap is significant (€10M vs €52M avg). Projected xG contribution: 0.575 — and is restricted in space and time on the ball." }, { "attacker": "Rúben Neves", "attacker_role": "CAM", "attacker_market_value": 24000000, "attacker_height": 181, "attacker_skill_quality": 0.669, "defenders": [ "Pedri", "Dani Olmo" ], "defender_roles": [ "CDM", "CDM" ], "def_skill_quality_avg": 0.874, "duel_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.1373, "shots_in_zone": 1.5, "dribbles_attempted": 3, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Pedri", "role": "CDM", "market_value": 164000000, "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": 0.5, "defensive_success_rate": 0.82 }, { "player": "Dani Olmo", "role": "CDM", "market_value": 58000000, "tackles_attempted": 1.1, "tackles_won": 1.3, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.5, "defensive_success_rate": 0.82 } ], "duel_analysis": "Rúben Neves (CAM) is heavily outmatched defensively against Pedri and Dani Olmo in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€24M vs €111M avg). Projected xG contribution: 0.137 — with very limited chance creation expected." }, { "attacker": "Rafael Leão", "attacker_role": "ST", "attacker_market_value": 48000000, "attacker_height": 188, "attacker_skill_quality": 0.817, "defenders": [ "Aymeric Laporte", "Pau Cubarsí" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.69, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.259, "xg_contribution": 0.0027, "shots_in_zone": 2.3, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 3, "aerial_won": 1.9, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Aymeric Laporte", "role": "CB", "market_value": 8400000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 0.8, "clearances_in_zone": 0.7, "aerial_duels_won": 0.6, "defensive_success_rate": 0.741 }, { "player": "Pau Cubarsí", "role": "CB", "market_value": 75000000, "tackles_attempted": 1.2, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 1.2, "aerial_duels_won": 0.6, "defensive_success_rate": 0.741 } ], "duel_analysis": "Rafael Leão (ST) is heavily outmatched defensively against Aymeric Laporte and Pau Cubarsí in a 2-defender block. Duel win probability: 26%. Projected xG contribution: 0.003 — with very limited chance creation expected." }, { "attacker": "Pedro Neto", "attacker_role": "CDM", "attacker_market_value": 58000000, "attacker_height": 172, "attacker_skill_quality": 0.848, "defenders": [ "Pedri" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.9, "duel_zone": "CDM vs CDM", "numerical_situation": "1v1", "duel_win_rate": 0.389, "xg_contribution": 0.0764, "shots_in_zone": 1.0, "dribbles_attempted": 2, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 0.8, "crosses_in_zone": 0.0, "fouls_drawn": 1.5, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Pedri", "role": "CDM", "market_value": 164000000, "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": 0.611 } ], "duel_analysis": "Pedro Neto (CDM) faces tough defensive resistance against Pedri in a direct 1v1 contest. Duel win probability: 39%. The quality gap is significant (€58M vs €164M avg). Projected xG contribution: 0.076 — and is restricted in space and time on the ball." } ], "away_attacking_duels": [ { "attacker": "Lamine Yamal", "attacker_role": "LW", "attacker_market_value": 215000000, "attacker_height": 183, "attacker_skill_quality": 0.9, "defenders": [ "João Cancelo" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.506, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.661, "xg_contribution": 0.5301, "shots_in_zone": 2.4, "dribbles_attempted": 4, "dribbles_successful": 2.3, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.7, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "João Cancelo", "role": "RB", "market_value": 8600000, "tackles_attempted": 2.0, "tackles_won": 1.3, "fouls_committed": 0.5, "interceptions_in_zone": 0.8, "clearances_in_zone": 0.7, "aerial_duels_won": 0.9, "defensive_success_rate": 0.339 } ], "duel_analysis": "Lamine Yamal (LW) has a clear attacking advantage against João Cancelo in a direct 1v1 contest. Duel win probability: 66%. The quality gap is significant (€215M vs €9M avg). Projected xG contribution: 0.530 — and projects to generate high-quality chances." }, { "attacker": "Alex Baena", "attacker_role": "RW", "attacker_market_value": 43000000, "attacker_height": 174, "attacker_skill_quality": 0.796, "defenders": [ "Nuno Mendes" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.879, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.418, "xg_contribution": 0.0952, "shots_in_zone": 1.8, "dribbles_attempted": 4, "dribbles_successful": 1.5, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 2.5, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Nuno Mendes", "role": "LB", "market_value": 77000000, "tackles_attempted": 2.3, "tackles_won": 2.0, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 1.2, "aerial_duels_won": 1.1, "defensive_success_rate": 0.582 } ], "duel_analysis": "Alex Baena (RW) faces tough defensive resistance against Nuno Mendes in a direct 1v1 contest. Duel win probability: 42%. The quality gap is significant (€43M vs €77M avg). Projected xG contribution: 0.095 — and is restricted in space and time on the ball." }, { "attacker": "Rodri", "attacker_role": "CAM", "attacker_market_value": 45000000, "attacker_height": 191, "attacker_skill_quality": 0.805, "defenders": [ "Pedro Neto", "Vitinha" ], "defender_roles": [ "CDM", "CDM" ], "def_skill_quality_avg": 0.873, "duel_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "numerical_situation": "1v2", "duel_win_rate": 0.269, "xg_contribution": 0.0457, "shots_in_zone": 1.7, "dribbles_attempted": 3, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 1.3, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Pedro Neto", "role": "CDM", "market_value": 58000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.3, "defensive_success_rate": 0.731 }, { "player": "Vitinha", "role": "CDM", "market_value": 130000000, "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": 0.3, "defensive_success_rate": 0.731 } ], "duel_analysis": "Rodri (CAM) is heavily outmatched defensively against Pedro Neto and Vitinha in a 2-defender block. Duel win probability: 27%. The quality gap is significant (€45M vs €94M avg). Projected xG contribution: 0.046 — with very limited chance creation expected." }, { "attacker": "Mikel Oyarzabal", "attacker_role": "ST", "attacker_market_value": 27000000, "attacker_height": 181, "attacker_skill_quality": 0.694, "defenders": [ "Renato Veiga", "Rúben Dias" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.761, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.1748, "shots_in_zone": 2.0, "dribbles_attempted": 2, "dribbles_successful": 0.3, "aerial_duels": 3, "aerial_won": 1.6, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Renato Veiga", "role": "CB", "market_value": 24000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.9, "aerial_duels_won": 0.7, "defensive_success_rate": 0.82 }, { "player": "Rúben Dias", "role": "CB", "market_value": 60000000, "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": 0.7, "defensive_success_rate": 0.82 } ], "duel_analysis": "Mikel Oyarzabal (ST) is heavily outmatched defensively against Renato Veiga and Rúben Dias in a 2-defender block. Duel win probability: 18%. Projected xG contribution: 0.175 — with very limited chance creation expected." }, { "attacker": "Pedri", "attacker_role": "CDM", "attacker_market_value": 164000000, "attacker_height": 174, "attacker_skill_quality": 0.9, "defenders": [ "Pedro Neto" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.848, "duel_zone": "CDM vs CDM", "numerical_situation": "1v1", "duel_win_rate": 0.451, "xg_contribution": 0.0876, "shots_in_zone": 1.0, "dribbles_attempted": 2, "dribbles_successful": 0.8, "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": "Pedro Neto", "role": "CDM", "market_value": 58000000, "tackles_attempted": 2.3, "tackles_won": 1.9, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.549 } ], "duel_analysis": "Pedri (CDM) is evenly matched against Pedro Neto in a direct 1v1 contest. Duel win probability: 45%. The quality gap is significant (€164M vs €58M avg). Projected xG contribution: 0.088 — with neither side clearly dominant." } ], "midfield_battle": { "home_midfield_power": 0.812, "away_midfield_power": 0.9, "home_creative_power": 0.787, "away_creative_power": 0.977, "home_defensive_power": 0.666, "away_defensive_power": 0.765, "home_dominance_ratio": 0.474, "home_midfield_count": 4, "away_midfield_count": 5, "home_midfield_players": [ "Bruno Fernandes", "Pedro Neto", "Vitinha", "Rúben Neves" ], "away_midfield_players": [ "Rodri", "Pedri", "Lamine Yamal", "Alex Baena", "Dani Olmo" ], "possession_advantage": "neutral", "estimated_possession_home_pct": 49.1, "estimated_possession_away_pct": 50.9, "home_pressing_actions_per_90": 8.0, "away_pressing_actions_per_90": 8.7, "home_key_passes_projected": 6.2, "away_key_passes_projected": 7.4, "home_throughball_threat": 3.0, "away_throughball_threat": 3.5, "key_personal_duel": "Vitinha vs Lamine Yamal", "midfield_lambda_factor_home": 0.995, "midfield_lambda_factor_away": 1.019 }, "formation_analysis": { "home_formation": "4-2-3-1", "away_formation": "4-2-3-1", "home_tactical_bonus": 0.0, "away_tactical_bonus": 0.0, "formation_verdict": "Tactical parity between 4-2-3-1 and 4-2-3-1. Match outcome driven primarily by individual player quality." }, "home_lambda": 1.02, "away_lambda": 1.29, "home_top_threat_zones": [ "Right Wing vs Left Back — Flank Battle", "Attacking Mid vs Double Pivot — Tight Space Battle" ], "away_top_threat_zones": [ "Left Wing vs Right Back — Flank Battle", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "home_player_antagonists": { "Bruno Fernandes": { "opponents": [ "Pedro Porro", "Lamine Yamal" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Cristiano Ronaldo": { "opponents": [ "Marc Cucurella" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel" }, "Rúben Neves": { "opponents": [ "Pedri", "Dani Olmo", "Rodri", "Alex Baena" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "attacking_duel, midfield_pairing" }, "Rafael Leão": { "opponents": [ "Aymeric Laporte", "Pau Cubarsí" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Pedro Neto": { "opponents": [ "Pedri", "Rodri" ], "primary_zone": "CDM vs CDM", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "João Cancelo": { "opponents": [ "Lamine Yamal" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Nuno Mendes": { "opponents": [ "Alex Baena" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Vitinha": { "opponents": [ "Rodri", "Dani Olmo" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "defensive_duel, midfield_pairing" }, "Renato Veiga": { "opponents": [ "Mikel Oyarzabal" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Rúben Dias": { "opponents": [ "Mikel Oyarzabal" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Diogo Costa": { "opponents": [ "Mikel Oyarzabal", "Lamine Yamal" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Pedro Porro": { "opponents": [ "Bruno Fernandes" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Marc Cucurella": { "opponents": [ "Cristiano Ronaldo" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Pedri": { "opponents": [ "Rúben Neves", "Pedro Neto" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Dani Olmo": { "opponents": [ "Rúben Neves", "Vitinha" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "defensive_duel, midfield_pairing" }, "Aymeric Laporte": { "opponents": [ "Rafael Leão" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Pau Cubarsí": { "opponents": [ "Rafael Leão" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Lamine Yamal": { "opponents": [ "João Cancelo", "Bruno Fernandes" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Alex Baena": { "opponents": [ "Nuno Mendes", "Rúben Neves" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Rodri": { "opponents": [ "Pedro Neto", "Vitinha", "Rúben Neves" ], "primary_zone": "Attacking Mid vs Double Pivot — Tight Space Battle", "source": "attacking_duel, midfield_pairing" }, "Mikel Oyarzabal": { "opponents": [ "Renato Veiga", "Rúben Dias" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Unai Simón": { "opponents": [ "Cristiano Ronaldo", "Rafael Leão" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Midfield is evenly contested — Vitinha vs Lamine Yamal will be the pivotal duel. Total antagonist xG — Home: 0.88, Away: 0.93. Home danger zone: Right Wing vs Left Back — Flank Battle. Away danger zone: Left Wing vs Right Back — Flank Battle.", "lambda_factors": { "home_gk_opposition_factor": 0.9273, "away_gk_opposition_factor": 0.8657, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.14, "home_defensive_solidity_vs": 0.899, "away_defensive_solidity_vs": 0.8942, "home_midfield_factor": 0.995, "away_midfield_factor": 1.019, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.7397, "away_avg_quality": 0.7885, "avg_quality_gap": -0.0488, "squad_value_gap_log": -0.4143, "top5_value_gap_log": -0.4046, "attack_value_gap_log": -0.5872, "elite_count_gap": -2, "combined_quality_gap": -0.1303, "stronger_lambda_boost": 0.2867, "weaker_lambda_suppression": 0.1825, "home_bench_lambda_bonus": 0.0577, "away_bench_lambda_bonus": 0.044, "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": 0.887, "pre_competitive_floor_away_lambda": 1.29, "pre_calibration_home_lambda": 0.8867, "pre_calibration_away_lambda": 1.29, "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": 1.29 } }, "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": "2026-07-06T13:30:54Z" }