{ "match_info": { "home_team": "Spain", "away_team": "Belgium", "tournament": "FIFA World Cup", "date": "20260710", "timezone": "America/New_York", "home_formation": "4-2-3-1", "away_formation": "4-3-3" }, "prediction": { "most_likely_score": "1-1", "home_goals": 1, "away_goals": 1, "most_likely_score_probability": 0.1125, "match_resolution": "penalties_if_level", "predicted_winner": "Spain", "tiebreaker": { "applies": true, "method": "penalties_if_level", "regulation_draw_probability": 0.2366, "shootout_home_win_probability": 0.5774, "shootout_away_win_probability": 0.4226, "penalty_home_goals": 5, "penalty_away_goals": 4, "penalty_score": "5-4", "penalty_winner": "Spain", "penalty_winner_goals": 5, "penalty_loser_goals": 4, "penalty_result": "Spain wins 5-4 on penalties", "home_advance_probability": 0.6871, "away_advance_probability": 0.3129, "projected_winner": "Spain", "projected_winner_probability": 0.6871, "final_score_after_penalties": "1-1 (Spain wins 5-4 on penalties)", "reason": "Knockout match: a tied scoreline remains possible, then the advancing team is projected through penalties." }, "top_5_scorelines": [ { "score": "1-1", "probability": 0.1125 }, { "score": "1-0", "probability": 0.1112 }, { "score": "2-0", "probability": 0.0982 }, { "score": "2-1", "probability": 0.0979 }, { "score": "0-0", "probability": 0.0647 } ], "scoreline_probabilities": { "0-0": 0.0647, "0-1": 0.0629, "0-2": 0.0318, "0-3": 0.0106, "0-4": 0.0026, "0-5": 0.0005, "1-0": 0.1112, "1-1": 0.1125, "1-2": 0.0557, "1-3": 0.0185, "1-4": 0.0046, "1-5": 0.0009, "2-0": 0.0982, "2-1": 0.0979, "2-2": 0.0488, "2-3": 0.0162, "2-4": 0.0041, "2-5": 0.0008, "3-0": 0.0574, "3-1": 0.0573, "3-2": 0.0286, "3-3": 0.0095, "3-4": 0.0024, "4-0": 0.0252, "4-1": 0.0251, "4-2": 0.0125, "4-3": 0.0042, "4-4": 0.001, "5-0": 0.0088, "5-1": 0.0088, "5-2": 0.0044, "5-3": 0.0015, "6-0": 0.0026, "6-1": 0.0026, "6-2": 0.0013, "7-0": 0.0006, "7-1": 0.0006 }, "outcome": { "home_win": 0.5505, "draw": 0.2366, "away_win": 0.2129 }, "markets": { "over_2_5_goals": 0.5188, "under_2_5_goals": 0.4812, "btts_yes": 0.5227, "btts_no": 0.4773, "home_clean_sheet": 0.3688, "away_clean_sheet": 0.1731 }, "home_ratings": { "DR": 90.16, "MCR": 95.24, "ATR": 94.14, "GK": 92.18 }, "away_ratings": { "DR": 82.05, "MCR": 87.97, "ATR": 89.66, "GK": 95.91 }, "insights": { "summary": "Antagonist matchup analysis for Spain vs Belgium. Most likely scoreline: 1-1. Lambdas derived from 5 home and 5 away individual player duels.", "key_player": "Projected scorer(s): Lamine Yamal, Hans Vanaken", "tactical_analysis": "Tactical parity between 4-2-3-1 and 4-3-3. Match outcome driven primarily by individual player quality. Home midfield dominates with ~54% possession expected (Lamine Yamal vs Jérémy Doku). Total antagonist xG — Home: 0.94, Away: 0.35. Home danger zone: Right Wing vs Left Back — Flank Battle. Away danger zone: Right Wing vs Left Back — Flank Battle." }, "confidence": 0.76, "home_lambda": 1.846, "away_lambda": 1.05 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.5505, "draw": 0.2366, "away_win": 0.2129 }, "favorite": "Spain", "favorite_win_probability": 0.5505, "fair_spread": 0.796, "fair_total": 2.896, "prop_estimates": [ { "market": "team_total_goals", "selection": "Spain", "estimate": 1.846, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Belgium", "estimate": 1.05, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.5188, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.5227, "unit": "probability" }, { "market": "clean_sheet", "selection": "Spain", "estimate": 1.0, "probability": 0.3688, "unit": "probability" }, { "market": "clean_sheet", "selection": "Belgium", "estimate": 1.0, "probability": 0.1731, "unit": "probability" }, { "market": "anytime_goal", "selection": "Lamine Yamal (Spain)", "estimate": 0.5421, "probability": 0.2756, "unit": "xG" }, { "market": "anytime_goal", "selection": "Maxim De Cuyper (Belgium)", "estimate": 0.3823, "probability": 0.0685, "unit": "xG" }, { "market": "assist", "selection": "Lamine Yamal (Spain)", "estimate": 0.2812, "probability": 0.1791, "unit": "xA" }, { "market": "assist", "selection": "Maxim De Cuyper (Belgium)", "estimate": 0.2352, "probability": 0.1066, "unit": "xA" } ], "expected_pace": { "tempo": "high", "expected_total_goals": 2.896, "expected_total_shots": 30, "expected_total_passes": 1115, "expected_pressing_actions_per_90": 16.0, "possession_home_pct": 53.7, "possession_away_pct": 46.3, "notes": "Spain projects to control midfield possession" }, "expected_game_script": { "favorite": "Spain", "favorite_win_probability": 0.5505, "script": "Spain is the fair winner side, but the baseline remains favorite-led: fair spread +0.80 goals and fair total 2.90.", "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 15 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Belgium 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 68.7% overall advancement probability with 23.7% draw pressure." }, "key_matchup_thesis": "Spain chance creation leans on Lamine Yamal against Maxim De Cuyper in Right Wing vs Left Back — Flank Battle; Spain projects to control midfield possession.", "expected_rotation_usage_behavior": [ "Spain: starters carry the main goal usage through Lamine Yamal; bench watchlist: Fermín López, Martín Zubimendi, Ferran Torres.", "Belgium: starters carry the main goal usage through Hans Vanaken; bench watchlist: Amadou Onana, Matías Fernández-Pardo, Loïs Openda.", "Assist usage should flow through Lamine Yamal, Jérémy Doku; 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 high tempo, about 15 total first-half shots, and 1.45 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 Belgium 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 68.7% overall advancement probability with 23.7% draw pressure." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Spain.", "Belgium 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": { "Spain": { "formation": "4-2-3-1", "players": { "Mikel Oyarzabal": { "player_id": 823622, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 21, "height": 181, "market_value": 27000000, "stats": { "expected_goals": 0.294, "goal_rate": 0.0132, "goals": 0, "shots_on_target": 1, "expected_assists": 0.0814, "key_pass": 0, "rating": 94.1377, "minutes": 69, "total_shots": 2, "duels_won": 3, "aerial_won": 2, "total_pass": 18, "accurate_pass": 14, "total_long_balls": 1, "accurate_long_balls": 1, "total_opp_half_passes": 12, "accurate_opp_half_passes": 9, "crosses_total": 1, "crosses_accurate": 1, "touches": 30, "possession_lost": 8.1167, "dispossessed": 1.6932, "duels_lost": 3, "aerial_lost": 2, "total_contest": 1, "won_contest": 2, "ball_recovery": 2, "challenges_lost": 1, "fouls": 2, "fouls_drawn": 1, "assists": 0, "shots_off_target": 2, "interceptions": 0, "tackles_won": 1, "tackles": 2, "clearances": 2, "blocks": 0, "big_chances_created": 1, "big_chances_missed": 1, "xgot": 0.7619, "offsides": 0, "ball_carries": 8, "total_progression": 23, "progressive_carries": 1, "dribbles_attempted": 2, "dribbles_successful": 0.4, "crosses_attempted": 0.0, "duel_win_rate": 0.246, "pressing_faced": "LOW", "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "opponent_defenders": "Brandon Mechele, Nathan Ngoy", "opponent_faced": "Brandon Mechele, Nathan Ngoy", "antagonist_source": "attacking_duel", "projected_goals": 0, "goal_probability": 0.2101, "projected_assists": 0, "assist_probability": 0.0267, "fifa_overall": 87.0 }, "latest_10_games": [ { "match_id": 12812990, "match_date": "2026-07-06", "home_team": "Portugal", "away_team": "Spain", "team_side": "away", "is_starting_11": 1, "team": "Spain", "opponent": "Portugal", "stats": { "minutes": 89, "rating": 6.1, "assists": 0, "expected_goals": 0.6515, "expected_assists": 0.0317, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 22, "accurate_pass": 21, "key_pass": 2, "clearances": 2, "aerial_won": 1, "duels_won": 1, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "FIFA World Cup", "league_id": "16", "league_slug": "world-championship", "league_country": "World", "season_id": "58210", "season_name": "World Cup 2026", "season_year": "2026" }, { "match_id": 12813004, "match_date": "2026-07-02", "home_team": "Spain", "away_team": "Austria", "team_side": "home", "is_starting_11": 1, "team": "Spain", "opponent": "Austria", "stats": { "minutes": 90, "rating": 9.2, "goal_rate": 2.0, "goals": 2, "assists": 0, "expected_goals": 1.0858, "expected_assists": 0.0295, "total_shots": 6, "shots_on_target": 4, "shots_off_target": 1, "total_pass": 25, "accurate_pass": 20, "tackles": 1, "tackles_won": 1, "duels_won": 3, "ball_recovery": 2 }, "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": 15186841, "match_date": "2026-06-27", "home_team": "Uruguay", "away_team": "Spain", "team_side": "away", "is_starting_11": 1, "team": "Spain", "opponent": "Uruguay", "stats": { "minutes": 76, "rating": 6.0, "assists": 0, "expected_goals": 0.0162, "expected_assists": 0.008, "total_shots": 1, "shots_off_target": 1, "total_pass": 20, "accurate_pass": 15, "clearances": 1, "aerial_won": 1, "duels_won": 1, "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": 15186840, "match_date": "2026-06-21", "home_team": "Spain", "away_team": "Saudi Arabia", "team_side": "home", "is_starting_11": 1, "team": "Spain", "opponent": "Saudi Arabia", "stats": { "minutes": 45, "rating": 9.4, "goal_rate": 2.0, "goals": 2, "assists": 1, "expected_goals": 0.8012, "expected_assists": 0.4204, "total_shots": 5, "shots_on_target": 3, "shots_off_target": 2, "total_pass": 13, "accurate_pass": 7, "key_pass": 1, "tackles": 1, "tackles_won": 1, "aerial_won": 2, "duels_won": 3, "ball_recovery": 4 }, "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": 15186783, "match_date": "2026-06-15", "home_team": "Spain", "away_team": "Cabo Verde", "team_side": "home", "is_starting_11": 1, "team": "Spain", "opponent": "Cabo Verde", "stats": { "minutes": 90, "rating": 6.0, "assists": 0, "expected_goals": 0.5026, "expected_assists": 0.0482, "total_shots": 5, "shots_on_target": 1, "shots_off_target": 3, "total_pass": 10, "accurate_pass": 8, "key_pass": 1, "tackles": 1, "tackles_won": 1, "aerial_won": 2, "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": 14083719, "match_date": "2026-05-23", "home_team": "Espanyol", "away_team": "Real Sociedad", "team_side": "away", "is_starting_11": 0, "team": "Real Sociedad", "opponent": "Espanyol", "stats": { "minutes": 13, "rating": 6.8, "assists": 0, "expected_assists": 0.0072, "total_shots": 0, "total_pass": 8, "accurate_pass": 4, "clearances": 2, "aerial_won": 2, "duels_won": 3, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "LaLiga", "league_id": "8", "league_slug": "laliga", "league_country": "Spain", "season_id": "77559", "season_name": "LaLiga 25/26", "season_year": "25/26" }, { "match_id": 14083687, "match_date": "2026-05-17", "home_team": "Real Sociedad", "away_team": "Valencia", "team_side": "home", "is_starting_11": 0, "team": "Real Sociedad", "opponent": "Valencia", "stats": { "minutes": 33, "rating": 7.3, "assists": 1, "expected_goals": 0.0267, "expected_assists": 0.2839, "total_shots": 1, "shots_off_target": 1, "total_pass": 12, "accurate_pass": 10, "key_pass": 1, "tackles": 3, "tackles_won": 2, "duels_won": 5, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "LaLiga", "league_id": "8", "league_slug": "laliga", "league_country": "Spain", "season_id": "77559", "season_name": "LaLiga 25/26", "season_year": "25/26" }, { "match_id": 14083624, "match_date": "2026-05-14", "home_team": "Girona FC", "away_team": "Real Sociedad", "team_side": "away", "is_starting_11": 1, "team": "Real Sociedad", "opponent": "Girona FC", "stats": { "minutes": 90, "rating": 6.7, "assists": 0, "expected_assists": 0.0275, "total_shots": 0, "total_pass": 26, "accurate_pass": 22, "key_pass": 1, "tackles": 2, "tackles_won": 2, "clearances": 1, "aerial_won": 3, "duels_won": 6, "ball_recovery": 4 }, "has_player_stats": true, "league_name": "LaLiga", "league_id": "8", "league_slug": "laliga", "league_country": "Spain", "season_id": "77559", "season_name": "LaLiga 25/26", "season_year": "25/26" }, { "match_id": 13233692, "match_date": "2025-11-18", "home_team": "Spain", "away_team": "Türkiye", "team_side": "home", "is_starting_11": 1, "team": "Spain", "opponent": "Türkiye", "stats": { "minutes": 62, "rating": 7.5, "goal_rate": 1.0, "goals": 1, "assists": 0, "total_shots": 3, "shots_on_target": 1, "shots_off_target": 2, "total_pass": 16, "accurate_pass": 14, "key_pass": 2 }, "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": 24, "combined_rank_score": 53.5, "ranking_source": "sofascore_plus_fifa_csv_filled", "ranking_status": "combined", "sofascore_rank": 35.0, "sofascore_rating": 7.8667, "sofascore_appearances": 6.0, "fifa_rank": 72.0, "fifa_overall": 87.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 16, "squad_role": "starter", "projected_match_rating": 7.1377, "source_file": "data/player_rankings.csv", "player_name": "Mikel Oyarzabal", "ranking_neighbors": { "upper": [ { "player_name": "Angel Fortuno", "ranking": 19 }, { "player_name": "Cole Palmer", "ranking": 20 }, { "player_name": "Kevin De Bruyne", "ranking": 21 }, { "player_name": "Ljupche Doriev", "ranking": 22 }, { "player_name": "Marko Arnautović", "ranking": 23 } ], "lower": [ { "player_name": "Martin Ødegaard", "ranking": 25 }, { "player_name": "Vitinha", "ranking": 26 }, { "player_name": "Federico Valverde", "ranking": 27 }, { "player_name": "Bianneider Tamayo", "ranking": 28 }, { "player_name": "Pablo Cuñat", "ranking": 29 } ] } } }, "Alex Baena": { "player_id": 910031, "position": "M", "position_depth": "M", "is_starter": true, "shirt_number": 15, "height": 174, "market_value": 43000000, "stats": { "key_pass": 1, "expected_assists": 0.1733, "assists": 0, "expected_goals": 0.0601, "rating": 91.237, "minutes": 46, "total_pass": 23, "accurate_pass": 19, "ball_recovery": 3, "duels_won": 3, "total_shots": 2, "total_long_balls": 3, "accurate_long_balls": 2, "total_own_half_passes": 7, "accurate_own_half_passes": 7, "total_opp_half_passes": 16, "accurate_opp_half_passes": 13, "crosses_total": 5, "crosses_accurate": 2, "touches": 35, "possession_lost": 9.6023, "dispossessed": 1.9597, "duels_lost": 3, "aerial_won": 1, "aerial_lost": 1, "interceptions": 1, "tackles_won": 2, "tackles": 2, "clearances": 1, "total_contest": 2, "won_contest": 1, "challenges_lost": 1, "fouls": 2, "fouls_drawn": 1, "goal_rate": 1.0887, "goals": 0, "shots_on_target": 1, "shots_off_target": 1, "blocks": 1, "big_chances_created": 1, "big_chances_missed": 0, "xgot": 0.2069, "ball_carries": 10, "total_progression": 48, "progressive_carries": 1, "dribbles_attempted": 4, "dribbles_successful": 2.0, "crosses_attempted": 2.5, "duel_win_rate": 0.572, "pressing_faced": "LOW", "matchup_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "opponent_defenders": "Timothy Castagne", "opponent_faced": "Timothy Castagne", "antagonist_source": "attacking_duel, midfield_pairing", "projected_goals": 0, "goal_probability": 0.1573, "projected_assists": 0, "assist_probability": 0.1344, "fifa_overall": 84.0 }, "latest_10_games": [ { "match_id": 12812990, "match_date": "2026-07-06", "home_team": "Portugal", "away_team": "Spain", "team_side": "away", "is_starting_11": 1, "team": "Spain", "opponent": "Portugal", "stats": { "minutes": 75, "rating": 6.7, "assists": 0, "expected_goals": 0.172, "expected_assists": 0.0301, "total_shots": 3, "shots_on_target": 2, "shots_off_target": 1, "total_pass": 35, "accurate_pass": 28, "tackles": 3, "tackles_won": 2, "interceptions": 1, "duels_won": 5, "ball_recovery": 4 }, "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": 12813004, "match_date": "2026-07-02", "home_team": "Spain", "away_team": "Austria", "team_side": "home", "is_starting_11": 1, "team": "Spain", "opponent": "Austria", "stats": { "minutes": 71, "rating": 8.3, "assists": 1, "expected_goals": 0.0481, "expected_assists": 0.727, "total_shots": 2, "shots_on_target": 1, "total_pass": 40, "accurate_pass": 35, "key_pass": 5, "duels_won": 2, "ball_recovery": 2 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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" } ], "ranking": { "global_player_rank": 10208, "combined_rank_score": 465.0, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 90.0, "sofascore_rating": 7.4714, "sofascore_appearances": 7.0, "fifa_rank": 840.0, "fifa_overall": 79.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 9, "squad_role": "substitute", "projected_match_rating": 7.1637, "source_file": "data/player_rankings.csv", "player_name": "Alexis Saelemaekers", "ranking_neighbors": { "upper": [ { "player_name": "Sebastián Cáceres", "ranking": 10203 }, { "player_name": "Antonio Gutemberg", "ranking": 10204 }, { "player_name": "Denis Zakaria", "ranking": 10205 }, { "player_name": "Gerónimo Patritti", "ranking": 10206 }, { "player_name": "Sander Berge", "ranking": 10207 } ], "lower": [ { "player_name": "Rui Silva", "ranking": 10209 }, { "player_name": "Johnny Cardoso", "ranking": 10210 }, { "player_name": "Omar Carabalí", "ranking": 10211 }, { "player_name": "Mauro Goicoechea", "ranking": 10212 }, { "player_name": "Ahmed Nader El Sayed", "ranking": 10213 } ] } } } }, "team_totals": { "projected_goals": 1, "expected_goals": 1.05, "expected_assists": 1.05, "total_shots": 15, "shots_on_target": 10, "total_passes": 492, "interceptions": 10, "tackles": 19, "avg_rating": 86.85, "possession_estimated_pct": 46.3, "pressing_actions_per_90": 6.5 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Alex Baena", "attacker_role": "LW", "attacker_market_value": 43000000, "attacker_height": 174, "attacker_skill_quality": 0.796, "defenders": [ "Timothy Castagne" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.494, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.572, "xg_contribution": 0.0537, "shots_in_zone": 2.2, "dribbles_attempted": 4, "dribbles_successful": 2.0, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 2.5, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Timothy Castagne", "role": "RB", "market_value": 7600000, "tackles_attempted": 2.0, "tackles_won": 1.4, "fouls_committed": 0.6, "interceptions_in_zone": 0.8, "clearances_in_zone": 0.7, "aerial_duels_won": 1.1, "defensive_success_rate": 0.428 } ], "duel_analysis": "Alex Baena (LW) is slightly favored against Timothy Castagne in a direct 1v1 contest. Duel win probability: 57%. The quality gap is significant (€43M vs €8M avg). Projected xG contribution: 0.054 — creating consistent moderate threat." }, { "attacker": "Lamine Yamal", "attacker_role": "RW", "attacker_market_value": 215000000, "attacker_height": 183, "attacker_skill_quality": 0.9, "defenders": [ "Maxim De Cuyper" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.641, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.597, "xg_contribution": 0.4986, "shots_in_zone": 2.2, "dribbles_attempted": 4, "dribbles_successful": 2.1, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.7, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Maxim De Cuyper", "role": "LB", "market_value": 21000000, "tackles_attempted": 2.1, "tackles_won": 1.5, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.9, "aerial_duels_won": 0.9, "defensive_success_rate": 0.403 } ], "duel_analysis": "Lamine Yamal (RW) is slightly favored against Maxim De Cuyper in a direct 1v1 contest. Duel win probability: 60%. The quality gap is significant (€215M vs €21M avg). Projected xG contribution: 0.499 — creating consistent moderate threat." }, { "attacker": "Dani Olmo", "attacker_role": "CAM", "attacker_market_value": 58000000, "attacker_height": 179, "attacker_skill_quality": 0.848, "defenders": [ "Nicolas Raskin" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.533, "duel_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel", "numerical_situation": "1v1", "duel_win_rate": 0.602, "xg_contribution": 0.0793, "shots_in_zone": 2.7, "dribbles_attempted": 3, "dribbles_successful": 1.6, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Nicolas Raskin", "role": "CDM", "market_value": 10900000, "tackles_attempted": 2.0, "tackles_won": 1.4, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.5, "aerial_duels_won": 1.0, "defensive_success_rate": 0.398 } ], "duel_analysis": "Dani Olmo (CAM) has a clear attacking advantage against Nicolas Raskin in a direct 1v1 contest. Duel win probability: 60%. The quality gap is significant (€58M vs €11M avg). Projected xG contribution: 0.079 — and projects to generate high-quality chances." }, { "attacker": "Mikel Oyarzabal", "attacker_role": "ST", "attacker_market_value": 27000000, "attacker_height": 181, "attacker_skill_quality": 0.694, "defenders": [ "Brandon Mechele", "Nathan Ngoy" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.551, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.246, "xg_contribution": 0.2151, "shots_in_zone": 2.3, "dribbles_attempted": 2, "dribbles_successful": 0.4, "aerial_duels": 3, "aerial_won": 1.6, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Brandon Mechele", "role": "CB", "market_value": 2700000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.6, "aerial_duels_won": 0.7, "defensive_success_rate": 0.754 }, { "player": "Nathan Ngoy", "role": "CB", "market_value": 24000000, "tackles_attempted": 1.1, "tackles_won": 1.1, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.9, "aerial_duels_won": 0.7, "defensive_success_rate": 0.754 } ], "duel_analysis": "Mikel Oyarzabal (ST) is heavily outmatched defensively against Brandon Mechele and Nathan Ngoy in a 2-defender block. Duel win probability: 25%. Projected xG contribution: 0.215 — with very limited chance creation expected." }, { "attacker": "Pedri", "attacker_role": "CDM", "attacker_market_value": 164000000, "attacker_height": 174, "attacker_skill_quality": 0.9, "defenders": [ "Youri Tielemans" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.739, "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "numerical_situation": "1v1", "duel_win_rate": 0.46, "xg_contribution": 0.0887, "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": 1.4, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Youri Tielemans", "role": "CM", "market_value": 33000000, "tackles_attempted": 2.2, "tackles_won": 1.8, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 0.5, "aerial_duels_won": 1.1, "defensive_success_rate": 0.54 } ], "duel_analysis": "Pedri (CDM) is evenly matched against Youri Tielemans in a direct 1v1 contest. Duel win probability: 46%. The quality gap is significant (€164M vs €33M avg). Projected xG contribution: 0.089 — with neither side clearly dominant." } ], "away_attacking_duels": [ { "attacker": "Leandro Trossard", "attacker_role": "LW", "attacker_market_value": 19300000, "attacker_height": 172, "attacker_skill_quality": 0.624, "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": 0.427, "xg_contribution": 0.0344, "shots_in_zone": 1.8, "dribbles_attempted": 4, "dribbles_successful": 1.5, "aerial_duels": 2, "aerial_won": 0.8, "crosses_in_zone": 2.2, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Pedro Porro", "role": "RB", "market_value": 32000000, "tackles_attempted": 2.2, "tackles_won": 1.9, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 1.0, "aerial_duels_won": 1.1, "defensive_success_rate": 0.573 } ], "duel_analysis": "Leandro Trossard (LW) is evenly matched against Pedro Porro in a direct 1v1 contest. Duel win probability: 43%. Projected xG contribution: 0.034 — with neither side clearly dominant." }, { "attacker": "Hans Vanaken", "attacker_role": "RW", "attacker_market_value": 4800000, "attacker_height": 194, "attacker_skill_quality": 0.46, "defenders": [ "Aymeric Laporte" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.503, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.472, "xg_contribution": 0.1173, "shots_in_zone": 1.9, "dribbles_attempted": 3, "dribbles_successful": 1.2, "aerial_duels": 2, "aerial_won": 1.4, "crosses_in_zone": 1.9, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Aymeric Laporte", "role": "LB", "market_value": 8400000, "tackles_attempted": 2.0, "tackles_won": 1.6, "fouls_committed": 0.5, "interceptions_in_zone": 0.8, "clearances_in_zone": 0.7, "aerial_duels_won": 0.6, "defensive_success_rate": 0.528 } ], "duel_analysis": "Hans Vanaken (RW) is evenly matched against Aymeric Laporte in a direct 1v1 contest. Duel win probability: 47%. Projected xG contribution: 0.117 — with neither side clearly dominant." }, { "attacker": "Charles De Ketelaere", "attacker_role": "ST", "attacker_market_value": 27000000, "attacker_height": 192, "attacker_skill_quality": 0.694, "defenders": [ "Marc Cucurella", "Pau Cubarsí" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.854, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.0982, "shots_in_zone": 2.0, "dribbles_attempted": 2, "dribbles_successful": 0.3, "aerial_duels": 3, "aerial_won": 2.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Marc Cucurella", "role": "CB", "market_value": 52000000, "tackles_attempted": 1.1, "tackles_won": 1.3, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 1.2, "aerial_duels_won": 0.5, "defensive_success_rate": 0.82 }, { "player": "Pau Cubarsí", "role": "CB", "market_value": 75000000, "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 } ], "duel_analysis": "Charles De Ketelaere (ST) is heavily outmatched defensively against Marc Cucurella and Pau Cubarsí in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€27M vs €64M avg). Projected xG contribution: 0.098 — with very limited chance creation expected." }, { "attacker": "Nicolas Raskin", "attacker_role": "CDM", "attacker_market_value": 10900000, "attacker_height": 179, "attacker_skill_quality": 0.533, "defenders": [ "Pedri" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.9, "duel_zone": "CDM vs CDM", "numerical_situation": "1v1", "duel_win_rate": 0.275, "xg_contribution": 0.0457, "shots_in_zone": 0.8, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Pedri", "role": "CDM", "market_value": 164000000, "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": 0.725 } ], "duel_analysis": "Nicolas Raskin (CDM) is heavily outmatched defensively against Pedri in a direct 1v1 contest. Duel win probability: 27%. The quality gap is significant (€11M vs €164M avg). Projected xG contribution: 0.046 — with very limited chance creation expected." }, { "attacker": "Youri Tielemans", "attacker_role": "CM", "attacker_market_value": 33000000, "attacker_height": 177, "attacker_skill_quality": 0.739, "defenders": [ "Pedri" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.9, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.39, "xg_contribution": 0.0501, "shots_in_zone": 1.5, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "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": 1.0, "defensive_success_rate": 0.61 } ], "duel_analysis": "Youri Tielemans (CM) faces tough defensive resistance against Pedri in a direct 1v1 contest. Duel win probability: 39%. The quality gap is significant (€33M vs €164M avg). Projected xG contribution: 0.050 — and is restricted in space and time on the ball." } ], "midfield_battle": { "home_midfield_power": 0.9, "away_midfield_power": 0.676, "home_creative_power": 0.99, "away_creative_power": 0.714, "home_defensive_power": 0.925, "away_defensive_power": 0.391, "home_dominance_ratio": 0.571, "home_midfield_count": 5, "away_midfield_count": 4, "home_midfield_players": [ "Alex Baena", "Dani Olmo", "Lamine Yamal", "Pedri", "Rodri" ], "away_midfield_players": [ "Youri Tielemans", "Hans Vanaken", "Nicolas Raskin", "Jérémy Doku" ], "possession_advantage": "home", "estimated_possession_home_pct": 53.7, "estimated_possession_away_pct": 46.3, "home_pressing_actions_per_90": 9.5, "away_pressing_actions_per_90": 6.5, "home_key_passes_projected": 7.4, "away_key_passes_projected": 5.8, "home_throughball_threat": 3.6, "away_throughball_threat": 2.7, "key_personal_duel": "Lamine Yamal vs Jérémy Doku", "midfield_lambda_factor_home": 1.046, "midfield_lambda_factor_away": 0.975 }, "formation_analysis": { "home_formation": "4-2-3-1", "away_formation": "4-3-3", "home_tactical_bonus": -0.01, "away_tactical_bonus": 0.03, "formation_verdict": "Tactical parity between 4-2-3-1 and 4-3-3. Match outcome driven primarily by individual player quality." }, "home_lambda": 1.846, "away_lambda": 1.05, "home_top_threat_zones": [ "Right Wing vs Left Back — Flank Battle", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "away_top_threat_zones": [ "Right Wing vs Left Back — Flank Battle", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "home_player_antagonists": { "Alex Baena": { "opponents": [ "Timothy Castagne", "Hans Vanaken" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Lamine Yamal": { "opponents": [ "Maxim De Cuyper", "Nicolas Raskin" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Dani Olmo": { "opponents": [ "Nicolas Raskin" ], "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel", "source": "attacking_duel, midfield_pairing" }, "Mikel Oyarzabal": { "opponents": [ "Brandon Mechele", "Nathan Ngoy" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Pedri": { "opponents": [ "Youri Tielemans", "Nicolas Raskin" ], "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Pedro Porro": { "opponents": [ "Leandro Trossard" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Aymeric Laporte": { "opponents": [ "Hans Vanaken" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Marc Cucurella": { "opponents": [ "Charles De Ketelaere" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Pau Cubarsí": { "opponents": [ "Charles De Ketelaere" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Rodri": { "opponents": [ "Jérémy Doku" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Unai Simón": { "opponents": [ "Leandro Trossard", "Charles De Ketelaere" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Timothy Castagne": { "opponents": [ "Alex Baena" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "Maxim De Cuyper": { "opponents": [ "Lamine Yamal" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Nicolas Raskin": { "opponents": [ "Dani Olmo", "Pedri", "Lamine Yamal" ], "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Brandon Mechele": { "opponents": [ "Mikel Oyarzabal" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Nathan Ngoy": { "opponents": [ "Mikel Oyarzabal" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Youri Tielemans": { "opponents": [ "Pedri" ], "primary_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Leandro Trossard": { "opponents": [ "Pedro Porro" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel" }, "Hans Vanaken": { "opponents": [ "Aymeric Laporte", "Alex Baena" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Charles De Ketelaere": { "opponents": [ "Marc Cucurella", "Pau Cubarsí" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Jérémy Doku": { "opponents": [ "Rodri" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Thibaut Courtois": { "opponents": [ "Mikel Oyarzabal", "Dani Olmo" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Home midfield dominates with ~54% possession expected (Lamine Yamal vs Jérémy Doku). Total antagonist xG — Home: 0.94, Away: 0.35. Home danger zone: Right Wing vs Left Back — Flank Battle. Away danger zone: Right Wing vs Left Back — Flank Battle.", "lambda_factors": { "home_gk_opposition_factor": 0.9548, "away_gk_opposition_factor": 0.9273, "home_set_piece_bonus": 0.1335, "away_set_piece_bonus": 0.1263, "home_defensive_solidity_vs": 0.9649, "away_defensive_solidity_vs": 0.899, "home_midfield_factor": 1.046, "away_midfield_factor": 0.975, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.7885, "away_avg_quality": 0.6157, "avg_quality_gap": 0.1728, "squad_value_gap_log": 1.1528, "top5_value_gap_log": 1.1323, "attack_value_gap_log": 1.1667, "elite_count_gap": 6, "combined_quality_gap": 0.2721, "stronger_lambda_boost": 0.5986, "weaker_lambda_suppression": 0.3809, "home_bench_lambda_bonus": 0.0367, "away_bench_lambda_bonus": 0.0416, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": true, "competitive_underdog_floor": 1.05, "pre_competitive_floor_home_lambda": 1.846, "pre_competitive_floor_away_lambda": 0.692, "pre_calibration_home_lambda": 1.8457, "pre_calibration_away_lambda": 0.6916, "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": 1.846, "final_away_lambda": 1.05 } }, "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": "2026-07-10T13:30:53Z" }