{ "match_info": { "home_team": "Brazil", "away_team": "2F", "tournament": "FIFA World Cup", "date": "20260629", "timezone": "America/New_York", "home_formation": "3-4-2-1", "away_formation": "4-4-2" }, "prediction": { "most_likely_score": "4-0", "home_goals": 4, "away_goals": 0, "most_likely_score_probability": 0.0975, "top_5_scorelines": [ { "score": "4-0", "probability": 0.0975 }, { "score": "5-0", "probability": 0.0936 }, { "score": "3-0", "probability": 0.0812 }, { "score": "6-0", "probability": 0.0749 }, { "score": "4-1", "probability": 0.0634 } ], "scoreline_probabilities": { "0-0": 0.0044, "0-1": 0.0029, "0-2": 0.0009, "1-0": 0.0212, "1-1": 0.0138, "1-2": 0.0045, "1-3": 0.001, "2-0": 0.0508, "2-1": 0.033, "2-2": 0.0107, "2-3": 0.0023, "3-0": 0.0812, "3-1": 0.0528, "3-2": 0.0172, "3-3": 0.0037, "3-4": 0.0006, "4-0": 0.0975, "4-1": 0.0634, "4-2": 0.0206, "4-3": 0.0045, "4-4": 0.0007, "5-0": 0.0936, "5-1": 0.0608, "5-2": 0.0198, "5-3": 0.0043, "5-4": 0.0007, "6-0": 0.0749, "6-1": 0.0487, "6-2": 0.0158, "6-3": 0.0034, "6-4": 0.0006, "7-0": 0.0513, "7-1": 0.0334, "7-2": 0.0108, "7-3": 0.0023, "8-0": 0.0308, "8-1": 0.02, "8-2": 0.0065, "8-3": 0.0014, "9-0": 0.0164, "9-1": 0.0107, "9-2": 0.0035, "9-3": 0.0008 }, "outcome": { "home_win": 0.9534, "draw": 0.0334, "away_win": 0.0132 }, "markets": { "over_2_5_goals": 0.9061, "under_2_5_goals": 0.0939, "btts_yes": 0.4739, "btts_no": 0.5261, "home_clean_sheet": 0.522, "away_clean_sheet": 0.0084 }, "home_ratings": { "DR": 92.63, "MCR": 91.62, "ATR": 89.25, "GK": 96.48 }, "away_ratings": { "DR": 6.8, "MCR": 6.9, "ATR": 6.9, "GK": 6.8 }, "insights": { "summary": "Antagonist matchup analysis for Brazil vs 2F. Most likely scoreline: 4-0. Lambdas derived from 5 home and 6 away individual player duels.", "key_player": "Projected scorer(s): Vinícius Júnior (2), Matheus Cunha, Igor Thiago", "tactical_analysis": "Tactical parity between 3-4-2-1 and 4-4-2. Match outcome driven primarily by individual player quality. Home midfield dominates with ~55% possession expected (Bruno Guimarães vs 2F M1). Total antagonist xG — Home: 1.93, Away: 0.51. Home danger zone: Shadow Striker vs CB + Mid Cover — Layered Defense. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle." }, "confidence": 0.95, "home_lambda": 4.8, "away_lambda": 0.65 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.9534, "draw": 0.0334, "away_win": 0.0132 }, "favorite": "Brazil", "favorite_win_probability": 0.9534, "fair_spread": 4.15, "fair_total": 5.45, "prop_estimates": [ { "market": "team_total_goals", "selection": "Brazil", "estimate": 4.8, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "2F", "estimate": 0.65, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.9061, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.4739, "unit": "probability" }, { "market": "clean_sheet", "selection": "Brazil", "estimate": 1.0, "probability": 0.522, "unit": "probability" }, { "market": "clean_sheet", "selection": "2F", "estimate": 1.0, "probability": 0.0084, "unit": "probability" }, { "market": "anytime_goal", "selection": "Vinícius Júnior (Brazil)", "estimate": 1.224, "probability": 0.7444, "unit": "xG" }, { "market": "anytime_goal", "selection": "2F F1 (2F)", "estimate": 0.1394, "probability": 0.0, "unit": "xG" }, { "market": "assist", "selection": "Vinícius Júnior (Brazil)", "estimate": 0.2764, "probability": 0.1544, "unit": "xA" }, { "market": "assist", "selection": "2F M1 (2F)", "estimate": 0.0968, "probability": 0.0, "unit": "xA" } ], "expected_pace": { "tempo": "high", "expected_total_goals": 5.45, "expected_total_shots": 26, "expected_total_passes": 906, "expected_pressing_actions_per_90": 15.6, "possession_home_pct": 55.1, "possession_away_pct": 44.9, "notes": "Brazil projects to control midfield possession" }, "expected_game_script": { "favorite": "Brazil", "favorite_win_probability": 0.9534, "script": "Brazil is the fair winner side, but the baseline remains favorite-led: fair spread +4.15 goals and fair total 5.45.", "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; 2F must keep the match inside one goal.", "late_game": "A Brazil lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live." }, "key_matchup_thesis": "Brazil chance creation leans on Vinícius Júnior against 2F D2, 2F M2 in Shadow Striker vs CB + Mid Cover — Layered Defense; Brazil projects to control midfield possession.", "expected_rotation_usage_behavior": [ "Brazil: starters carry the main goal usage through Vinícius Júnior (2), Matheus Cunha, Igor Thiago; bench watchlist: Estêvão, João Pedro, Rodrygo.", "2F: starters carry the main goal usage through the highest xG attackers; bench watchlist: bench impact is limited by available projected substitutes.", "Assist usage should flow through Raphinha; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Brazil 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 2.73 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 2F is chasing, transition and set-piece volume become the primary live deviation signal." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Brazil.", "2F 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": { "Brazil": { "formation": "3-4-2-1", "players": { "Alisson": { "player_id": 243609, "position": "G", "position_depth": "G", "is_starter": true, "shirt_number": 1, "height": 193, "market_value": 18700000, "stats": { "saves": 3, "goals_prevented": 0.51, "rating": 96.4818, "minutes": 91, "total_pass": 25, "accurate_pass": 21, "total_long_balls": 8, "accurate_long_balls": 3, "touches": 35, "clearances": 1, "ball_recovery": 6, "high_claims": 2, "punches": 1.2943, "aerial_won": 1, "sweeper_actions": 2, "sweeper_accurate": 2, "saves_inside_box": 2, "possession_lost": 6.2126, "duels_won": 1, "duels_lost": 0, "total_contest": 1, "won_contest": 1, "fouls": 0, "fouls_drawn": 3, "total_own_half_passes": 21, "accurate_own_half_passes": 20, "assists": 0, "expected_assists": 0.0029, "total_shots": 0, "expected_saves": 1.07, "high_pressure_saves": 0.41, "shots_faced": 2.3, "opponent_faced": "2F F1, 2F F2", "matchup_zone": "Goalkeeper shot-stopping context", "antagonist_source": "formation_fallback", "goals": 0, "projected_goals": 0, "goal_probability": 0.0, "projected_assists": 0, "assist_probability": 0.0, "expected_goals": 0.0, "fifa_overall": 89.0 }, "latest_10_games": [ { "match_id": 15186861, "match_date": "2026-06-24", "home_team": "Scotland", "away_team": "Brazil", "team_side": "away", "is_starting_11": 1, "team": "Brazil", "opponent": "Scotland", "stats": { "minutes": 90, "rating": 8.5, "assists": 0, "expected_assists": 0.0008, "total_shots": 0, "total_pass": 18, "accurate_pass": 16, "clearances": 2, "ball_recovery": 8, "saves": 5, "goals_prevented": 1.2294 }, "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": 15186856, "match_date": "2026-06-20", "home_team": "Brazil", "away_team": "Haiti", "team_side": "home", "is_starting_11": 1, "team": "Brazil", "opponent": "Haiti", "stats": { "minutes": 90, "rating": 7.5, "assists": 0, "expected_assists": 0.0046, "total_shots": 0, "total_pass": 29, "accurate_pass": 23, "duels_won": 1, "ball_recovery": 5, "saves": 3, "goals_prevented": 0.4334 }, "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": 15186850, "match_date": "2026-06-13", "home_team": "Brazil", "away_team": "Morocco", "team_side": "home", "is_starting_11": 1, "team": "Brazil", "opponent": "Morocco", "stats": { "minutes": 90, "rating": 6.9, "assists": 0, "expected_assists": 0.0034, "total_shots": 0, "total_pass": 27, "accurate_pass": 22, "clearances": 1, "ball_recovery": 4, "saves": 2, "goals_prevented": -0.2586 }, "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": 14023962, "match_date": "2026-05-24", "home_team": "Liverpool FC", "away_team": "Brentford", "team_side": "home", "is_starting_11": 1, "team": "Liverpool FC", "opponent": "Brentford", "stats": { "minutes": 90, "rating": 6.9, "assists": 0, "expected_assists": 0.0005, "total_shots": 0, "total_pass": 30, "accurate_pass": 19, "ball_recovery": 8, "saves": 1, "goals_prevented": -0.1557 }, "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": 15631369, "match_date": "2026-03-18", "home_team": "Liverpool FC", "away_team": "Galatasaray", "team_side": "home", "is_starting_11": 1, "team": "Liverpool FC", "opponent": "Galatasaray", "stats": { "minutes": 90, "rating": 6.9, "assists": 0, "expected_assists": 0.0013, "total_shots": 0, "total_pass": 26, "accurate_pass": 16, "clearances": 1, "aerial_won": 1, "duels_won": 1, "ball_recovery": 7, "saves": 1, "goals_prevented": 0.0185 }, "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": 14169220, "match_date": "2025-09-09", "home_team": "Bolivia", "away_team": "Brazil", "team_side": "away", "is_starting_11": 1, "team": "Brazil", "opponent": "Bolivia", "stats": { "minutes": 90, "rating": 8.6, "assists": 0, "total_shots": 0, "total_pass": 36, "accurate_pass": 29, "clearances": 1, "aerial_won": 1, "duels_won": 1, "ball_recovery": 15, "saves": 9 }, "has_player_stats": true, "league_name": "World Cup Qual. CONMEBOL", "league_id": "295", "league_slug": "world-championship-qual-conmebol", "league_country": "South America", "season_id": "53820", "season_name": "World Cup Qualification, CONMEBOL 2025", "season_year": "2026" }, { "match_id": 14169219, "match_date": "2025-09-05", "home_team": "Brazil", "away_team": "Chile", "team_side": "home", "is_starting_11": 1, "team": "Brazil", "opponent": "Chile", "stats": { "minutes": 90, "rating": 6.7, "assists": 0, "total_shots": 0, "total_pass": 20, "accurate_pass": 19, "ball_recovery": 5 }, "has_player_stats": true, "league_name": "World Cup Qual. CONMEBOL", "league_id": "295", "league_slug": "world-championship-qual-conmebol", "league_country": "South America", "season_id": "53820", "season_name": "World Cup Qualification, CONMEBOL 2025", "season_year": "2026" }, { "match_id": 13856229, "match_date": "2025-06-11", "home_team": "Brazil", "away_team": "Paraguay", "team_side": "home", "is_starting_11": 1, "team": "Brazil", "opponent": "Paraguay", "stats": { "minutes": 90, "rating": 6.9, "assists": 0, "total_shots": 0, "total_pass": 21, "accurate_pass": 18, "ball_recovery": 4, "saves": 1 }, "has_player_stats": true, "league_name": "World Cup Qual. CONMEBOL", "league_id": "295", "league_slug": "world-championship-qual-conmebol", "league_country": "South America", "season_id": "53820", "season_name": "World Cup Qualification, CONMEBOL 2025", "season_year": "2026" }, { "match_id": 13856221, "match_date": "2025-06-05", "home_team": "Ecuador", "away_team": "Brazil", "team_side": "away", "is_starting_11": 1, "team": "Brazil", "opponent": "Ecuador", "stats": { "minutes": 90, "rating": 7.3, "assists": 0, "total_shots": 0, "total_pass": 29, "accurate_pass": 21, "ball_recovery": 12, "saves": 3 }, "has_player_stats": true, "league_name": "World Cup Qual. CONMEBOL", "league_id": "295", "league_slug": "world-championship-qual-conmebol", "league_country": "South America", "season_id": "53820", "season_name": "World Cup Qualification, CONMEBOL 2025", "season_year": "2026" }, { "match_id": 13129489, "match_date": "2025-03-21", "home_team": "Brazil", "away_team": "Colombia", "team_side": "home", "is_starting_11": 1, "team": "Brazil", "opponent": "Colombia", "stats": { "minutes": 78, "rating": 6.8, "assists": 0, "total_shots": 0, "total_pass": 26, "accurate_pass": 16, "aerial_won": 1, "duels_won": 4, "ball_recovery": 9, "saves": 2 }, "has_player_stats": true, "league_name": "World Cup Qual. CONMEBOL", "league_id": "295", "league_slug": "world-championship-qual-conmebol", "league_country": "South America", "season_id": "53820", "season_name": "World Cup Qualification, CONMEBOL 2025", "season_year": "2026" } ], "ranking": { "global_player_rank": 106, "combined_rank_score": 101.5, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 181.0, "sofascore_rating": 7.2, "sofascore_appearances": 4.0, "fifa_rank": 22.0, "fifa_overall": 89.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 17, "squad_role": "starter", "projected_match_rating": 7.4818, "source_file": "data/player_rankings.csv", "player_name": "Alisson", "ranking_neighbors": { "upper": [ { "player_name": "Jaylan Hankins", "ranking": 101 }, { "player_name": "Granit Xhaka", "ranking": 102 }, { "player_name": "Alexis Serna", "ranking": 103 }, { "player_name": "Matías Palavecino", "ranking": 104 }, { "player_name": "Désiré Doué", "ranking": 105 } ], "lower": [ { "player_name": "Vitinha", "ranking": 107 }, { "player_name": "Bruno Henrique", "ranking": 108 }, { "player_name": "Gastón Ávila", "ranking": 109 }, { "player_name": "Allan", "ranking": 110 }, { "player_name": "Robert Lewandowski", "ranking": 111 } ] } } }, "Gabriel Magalhães": { "player_id": 869792, "position": "D", "position_depth": "D", "is_starter": true, "shirt_number": 6, "height": 190, "market_value": 70000000, "stats": { "interceptions": 1, "tackles": 1, "tackles_won": 1, "clearances": 4, "aerial_won": 3, "rating": 90.6925, "minutes": 90, "total_pass": 80, "accurate_pass": 76, "duels_won": 5, "total_long_balls": 4, "accurate_long_balls": 2, "total_own_half_passes": 39, "accurate_own_half_passes": 37, "total_opp_half_passes": 24, "accurate_opp_half_passes": 22, "crosses_total": 1, "crosses_accurate": 1, "touches": 75, "possession_lost": 5.6338, "dispossessed": 1.1112, "duels_lost": 2, "aerial_lost": 1, "total_contest": 1, "won_contest": 1, "ball_recovery": 3, "challenges_lost": 2, "fouls": 2, "fouls_drawn": 2, "blocks": 2, "goal_rate": 0.0119, "goals": 0, "assists": 0, "expected_goals": 0.1135, "expected_assists": 0.0116, "total_shots": 0, "shots_on_target": 1, "shots_off_target": 1, "big_chances_created": 0, "xgot": 0.0, "ball_carries": 21, "total_progression": 83, "progressive_carries": 0, "key_pass": 0, "tackles_in_zone": 2.3, "tackles_won_in_zone": 2.6, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.815, "opponent_faced": "2F M1", "pressing_zone": "LM vs CB", "matchup_zone": "LM vs CB", "antagonist_source": "defensive_duel", "projected_goals": 0, "goal_probability": 0.0829, "projected_assists": 0, "assist_probability": 0.0101, "fifa_overall": 83.0 }, "latest_10_games": [ { "match_id": 15186861, "match_date": "2026-06-24", "home_team": "Scotland", "away_team": "Brazil", "team_side": "away", "is_starting_11": 1, "team": "Brazil", "opponent": "Scotland", "stats": { "minutes": 90, "rating": 8.1, "assists": 0, "expected_goals": 0.0673, "expected_assists": 0.0206, "total_shots": 1, "total_pass": 97, "accurate_pass": 93, "tackles": 2, "tackles_won": 1, "interceptions": 1, "clearances": 5, "aerial_won": 5, "duels_won": 7, "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": 15186856, "match_date": "2026-06-20", "home_team": "Brazil", "away_team": "Haiti", "team_side": "home", "is_starting_11": 1, "team": "Brazil", "opponent": "Haiti", "stats": { "minutes": 90, "rating": 7.4, "assists": 0, "expected_assists": 0.0074, "total_shots": 0, "total_pass": 81, "accurate_pass": 77, "clearances": 2, "aerial_won": 4, "duels_won": 6, "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": 15186850, "match_date": "2026-06-13", "home_team": "Brazil", "away_team": "Morocco", "team_side": "home", "is_starting_11": 1, "team": "Brazil", "opponent": "Morocco", "stats": { "minutes": 90, "rating": 7.1, "assists": 0, "expected_assists": 0.0074, "total_shots": 0, "total_pass": 85, "accurate_pass": 82, "tackles": 1, "clearances": 6, "aerial_won": 2, "duels_won": 3, "ball_recovery": 5 }, "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": "away", "is_starting_11": 0, "team": "Arsenal", "opponent": "Crystal Palace", "stats": { "minutes": 45, "rating": 6.6, "assists": 0, "expected_assists": 0.0014, 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"ranking_neighbors": { "upper": [], "lower": [] } } } }, "bench_players": {}, "substitutes": {}, "team_totals": { "projected_goals": 0, "expected_goals": 0.65, "expected_assists": 0.65, "total_shots": 8, "shots_on_target": 2, "total_passes": 447, "interceptions": 8, "tackles": 18, "avg_rating": 6.85, "possession_estimated_pct": 44.9, "pressing_actions_per_90": 6.2 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Igor Thiago", "attacker_role": "ST", "attacker_market_value": 52000000, "attacker_height": 191, "attacker_skill_quality": 0.831, "defenders": [ "2F D2", "2F D3" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.437, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.421, "xg_contribution": 0.4898, "shots_in_zone": 3.0, "dribbles_attempted": 2, "dribbles_successful": 0.7, "aerial_duels": 3, "aerial_won": 2.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "2F D2", "role": "CB", "market_value": 0, "tackles_attempted": 1.0, "tackles_won": 0.8, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.6, "aerial_duels_won": 0.5, "defensive_success_rate": 0.579 }, { "player": "2F D3", "role": "CB", "market_value": 0, "tackles_attempted": 1.0, "tackles_won": 0.8, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.6, "aerial_duels_won": 0.5, "defensive_success_rate": 0.579 } ], "duel_analysis": "Igor Thiago (ST) is evenly matched against 2F D2 and 2F D3 in a 2-defender block. Duel win probability: 42%. The quality gap is significant (€52M vs €0M avg). Projected xG contribution: 0.490 — with neither side clearly dominant." }, { "attacker": "Vinícius Júnior", "attacker_role": "SS", "attacker_market_value": 156000000, "attacker_height": 176, "attacker_skill_quality": 0.9, "defenders": [ "2F D2", "2F M2" ], "defender_roles": [ "CB", "CM" ], "def_skill_quality_avg": 0.437, "duel_zone": "Shadow Striker vs CB + Mid Cover — Layered Defense", "numerical_situation": "1v2", "duel_win_rate": 0.472, "xg_contribution": 0.6706, "shots_in_zone": 2.6, "dribbles_attempted": 3, "dribbles_successful": 1.2, "aerial_duels": 2, "aerial_won": 0.9, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "2F D2", "role": "CB", "market_value": 0, "tackles_attempted": 1.0, "tackles_won": 0.8, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.5, "defensive_success_rate": 0.528 }, { "player": "2F M2", "role": "CM", "market_value": 0, "tackles_attempted": 1.0, "tackles_won": 0.8, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.5, "defensive_success_rate": 0.528 } ], "duel_analysis": "Vinícius Júnior (SS) is evenly matched against 2F D2 and 2F M2 in a 2-defender block. Duel win probability: 47%. The quality gap is significant (€156M vs €0M avg). Projected xG contribution: 0.671 — with neither side clearly dominant." }, { "attacker": "Wesley", "attacker_role": "LWB", "attacker_market_value": 43000000, "attacker_height": 178, "attacker_skill_quality": 0.796, "defenders": [ "2F D4" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.437, "duel_zone": "Left Wingback vs Right Back — Overlapping Run", "numerical_situation": "1v1", "duel_win_rate": 0.553, "xg_contribution": 0.1307, "shots_in_zone": 1.2, "dribbles_attempted": 2, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 2.9, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "2F D4", "role": "RB", "market_value": 0, "tackles_attempted": 1.9, "tackles_won": 1.4, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 1.0, "defensive_success_rate": 0.447 } ], "duel_analysis": "Wesley (LWB) is slightly favored against 2F D4 in a direct 1v1 contest. Duel win probability: 55%. The quality gap is significant (€43M vs €0M avg). Projected xG contribution: 0.131 — creating consistent moderate threat." }, { "attacker": "Rayan", "attacker_role": "RWB", "attacker_market_value": 39000000, "attacker_height": 185, "attacker_skill_quality": 0.775, "defenders": [ "2F D1" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.437, "duel_zone": "Right Wingback vs Left Back — Overlapping Run", "numerical_situation": "1v1", "duel_win_rate": 0.572, "xg_contribution": 0.5993, "shots_in_zone": 1.2, "dribbles_attempted": 2, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 2.9, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "2F D1", "role": "LB", "market_value": 0, "tackles_attempted": 1.9, "tackles_won": 1.4, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.8, "defensive_success_rate": 0.428 } ], "duel_analysis": "Rayan (RWB) is slightly favored against 2F D1 in a direct 1v1 contest. Duel win probability: 57%. The quality gap is significant (€39M vs €0M avg). Projected xG contribution: 0.599 — creating consistent moderate threat." }, { "attacker": "Bruno Guimarães", "attacker_role": "CM", "attacker_market_value": 77000000, "attacker_height": 182, "attacker_skill_quality": 0.879, "defenders": [ "2F M2" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.437, "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest", "numerical_situation": "1v1", "duel_win_rate": 0.627, "xg_contribution": 0.0362, "shots_in_zone": 2.0, "dribbles_attempted": 3, "dribbles_successful": 1.7, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "2F M2", "role": "CM", "market_value": 0, "tackles_attempted": 1.9, "tackles_won": 1.3, "fouls_committed": 0.6, "interceptions_in_zone": 0.7, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.373 } ], "duel_analysis": "Bruno Guimarães (CM) has a clear attacking advantage against 2F M2 in a direct 1v1 contest. Duel win probability: 63%. The quality gap is significant (€77M vs €0M avg). Projected xG contribution: 0.036 — and projects to generate high-quality chances." } ], "away_attacking_duels": [ { "attacker": "2F M1", "attacker_role": "LM", "attacker_market_value": 3000000, "attacker_height": 180, "attacker_skill_quality": 0.437, "defenders": [ "Gabriel Magalhães" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.871, "duel_zone": "LM vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.185, "xg_contribution": 0.0528, "shots_in_zone": 1.0, "dribbles_attempted": 3, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Gabriel Magalhães", "role": "CB", "market_value": 70000000, "tackles_attempted": 2.3, "tackles_won": 2.6, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.815 } ], "duel_analysis": "2F M1 (LM) is heavily outmatched defensively against Gabriel Magalhães in a direct 1v1 contest. Duel win probability: 19%. The quality gap is significant (€0M vs €70M avg). Projected xG contribution: 0.053 — with very limited chance creation expected." }, { "attacker": "2F M2", "attacker_role": "CM", "attacker_market_value": 3000000, "attacker_height": 180, "attacker_skill_quality": 0.437, "defenders": [ "Bruno Guimarães" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.879, "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest", "numerical_situation": "1v1", "duel_win_rate": 0.213, "xg_contribution": 0.0562, "shots_in_zone": 1.2, "dribbles_attempted": 2, "dribbles_successful": 0.4, "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": "Bruno Guimarães", "role": "CM", "market_value": 77000000, "tackles_attempted": 2.3, "tackles_won": 2.5, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.787 } ], "duel_analysis": "2F M2 (CM) is heavily outmatched defensively against Bruno Guimarães in a direct 1v1 contest. Duel win probability: 21%. The quality gap is significant (€0M vs €77M avg). Projected xG contribution: 0.056 — with very limited chance creation expected." }, { "attacker": "2F M3", "attacker_role": "CM", "attacker_market_value": 3000000, "attacker_height": 180, "attacker_skill_quality": 0.437, "defenders": [ "Bruno Guimarães" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.879, "duel_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest", "numerical_situation": "1v1", "duel_win_rate": 0.213, "xg_contribution": 0.0562, "shots_in_zone": 1.2, "dribbles_attempted": 2, "dribbles_successful": 0.4, "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": "Bruno Guimarães", "role": "CM", "market_value": 77000000, "tackles_attempted": 2.3, "tackles_won": 2.5, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.787 } ], "duel_analysis": "2F M3 (CM) is heavily outmatched defensively against Bruno Guimarães in a direct 1v1 contest. Duel win probability: 21%. The quality gap is significant (€0M vs €77M avg). Projected xG contribution: 0.056 — with very limited chance creation expected." }, { "attacker": "2F M4", "attacker_role": "RM", "attacker_market_value": 3000000, "attacker_height": 180, "attacker_skill_quality": 0.437, "defenders": [ "Gabriel Magalhães" ], "defender_roles": [ "CB" ], "def_skill_quality_avg": 0.871, "duel_zone": "RM vs CB", "numerical_situation": "1v1", "duel_win_rate": 0.185, "xg_contribution": 0.0528, "shots_in_zone": 1.0, "dribbles_attempted": 3, "dribbles_successful": 0.5, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Gabriel Magalhães", "role": "CB", "market_value": 70000000, "tackles_attempted": 2.3, "tackles_won": 2.6, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.815 } ], "duel_analysis": "2F M4 (RM) is heavily outmatched defensively against Gabriel Magalhães in a direct 1v1 contest. Duel win probability: 19%. The quality gap is significant (€0M vs €70M avg). Projected xG contribution: 0.053 — with very limited chance creation expected." }, { "attacker": "2F F1", "attacker_role": "ST", "attacker_market_value": 3000000, "attacker_height": 180, "attacker_skill_quality": 0.437, "defenders": [ "Gabriel Magalhães", "Bremer" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.805, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.1457, "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": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Gabriel Magalhães", "role": "CB", "market_value": 70000000, "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": 0.7, "defensive_success_rate": 0.82 }, { "player": "Bremer", "role": "CB", "market_value": 33000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 1.0, "aerial_duels_won": 0.7, "defensive_success_rate": 0.82 } ], "duel_analysis": "2F F1 (ST) is heavily outmatched defensively against Gabriel Magalhães and Bremer in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€0M vs €52M avg). Projected xG contribution: 0.146 — with very limited chance creation expected." }, { "attacker": "2F F2", "attacker_role": "ST", "attacker_market_value": 3000000, "attacker_height": 180, "attacker_skill_quality": 0.437, "defenders": [ "Gabriel Magalhães", "Bremer" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.805, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.1457, "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": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Gabriel Magalhães", "role": "CB", "market_value": 70000000, "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": 0.7, "defensive_success_rate": 0.82 }, { "player": "Bremer", "role": "CB", "market_value": 33000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 1.0, "aerial_duels_won": 0.7, "defensive_success_rate": 0.82 } ], "duel_analysis": "2F F2 (ST) is heavily outmatched defensively against Gabriel Magalhães and Bremer in a 2-defender block. Duel win probability: 18%. The quality gap is significant (€0M vs €52M avg). Projected xG contribution: 0.146 — with very limited chance creation expected." } ], "midfield_battle": { "home_midfield_power": 0.856, "away_midfield_power": 0.462, "home_creative_power": 0.969, "away_creative_power": 0.503, "home_defensive_power": 0.915, "away_defensive_power": 0.393, "home_dominance_ratio": 0.649, "home_midfield_count": 4, "away_midfield_count": 4, "home_midfield_players": [ "Bruno Guimarães", "Raphinha", "Wesley", "Rayan" ], "away_midfield_players": [ "2F M1", "2F M2", "2F M3", "2F M4" ], "possession_advantage": "home", "estimated_possession_home_pct": 55.1, "estimated_possession_away_pct": 44.9, "home_pressing_actions_per_90": 9.4, "away_pressing_actions_per_90": 6.2, "home_key_passes_projected": 7.3, "away_key_passes_projected": 4.5, "home_throughball_threat": 3.5, "away_throughball_threat": 2.1, "key_personal_duel": "Bruno Guimarães vs 2F M1", "midfield_lambda_factor_home": 1.062, "midfield_lambda_factor_away": 0.947 }, "formation_analysis": { "home_formation": "3-4-2-1", "away_formation": "4-4-2", "home_tactical_bonus": -0.04, "away_tactical_bonus": 0.04, "formation_verdict": "Tactical parity between 3-4-2-1 and 4-4-2. Match outcome driven primarily by individual player quality." }, "home_lambda": 4.8, "away_lambda": 0.65, "home_top_threat_zones": [ "Shadow Striker vs CB + Mid Cover — Layered Defense", "Right Wingback vs Left Back — Overlapping Run" ], "away_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "home_player_antagonists": { "Igor Thiago": { "opponents": [ "2F D2", "2F D3" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Vinícius Júnior": { "opponents": [ "2F D2", "2F M2" ], "primary_zone": "Shadow Striker vs CB + Mid Cover — Layered Defense", "source": "attacking_duel" }, "Wesley": { "opponents": [ "2F D4", "2F M1" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Rayan": { "opponents": [ "2F D1", "2F M4" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "attacking_duel, midfield_pairing" }, "Bruno Guimarães": { "opponents": [ "2F M2", "2F M3" ], "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Gabriel Magalhães": { "opponents": [ "2F M1", "2F M4", "2F F1", "2F F2" ], "primary_zone": "LM vs CB", "source": "defensive_duel" }, "Bremer": { "opponents": [ "2F F1", "2F F2" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Raphinha": { "opponents": [ "2F M3" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Alisson": { "opponents": [ "2F F1", "2F F2" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Marquinhos": { "opponents": [ "2F F1" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Matheus Cunha": { "opponents": [ "2F D1", "2F D3" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "2F D2": { "opponents": [ "Igor Thiago", "Vinícius Júnior" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "2F D3": { "opponents": [ "Igor Thiago" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "2F M2": { "opponents": [ "Vinícius Júnior", "Bruno Guimarães" ], "primary_zone": "Shadow Striker vs CB + Mid Cover — Layered Defense", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "2F D4": { "opponents": [ "Wesley" ], "primary_zone": "Left Wingback vs Right Back — Overlapping Run", "source": "defensive_duel" }, "2F D1": { "opponents": [ "Rayan" ], "primary_zone": "Right Wingback vs Left Back — Overlapping Run", "source": "defensive_duel" }, "2F M1": { "opponents": [ "Gabriel Magalhães", "Wesley" ], "primary_zone": "LM vs CB", "source": "attacking_duel, midfield_pairing" }, "2F M3": { "opponents": [ "Bruno Guimarães", "Raphinha" ], "primary_zone": "Central Mid vs Central Mid — Box-to-Box Midfield Contest", "source": "attacking_duel, midfield_pairing" }, "2F M4": { "opponents": [ "Gabriel Magalhães", "Rayan" ], "primary_zone": "RM vs CB", "source": "attacking_duel, midfield_pairing" }, "2F F1": { "opponents": [ "Gabriel Magalhães", "Bremer" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "2F F2": { "opponents": [ "Gabriel Magalhães", "Bremer" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "2F G1": { "opponents": [ "Matheus Cunha", "Vinícius Júnior" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Home midfield dominates with ~55% possession expected (Bruno Guimarães vs 2F M1). Total antagonist xG — Home: 1.93, Away: 0.51. Home danger zone: Shadow Striker vs CB + Mid Cover — Layered Defense. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.", "lambda_factors": { "home_gk_opposition_factor": 1.0005, "away_gk_opposition_factor": 0.9366, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.0, "home_defensive_solidity_vs": 0.9913, "away_defensive_solidity_vs": 0.8968, "home_midfield_factor": 1.062, "away_midfield_factor": 0.947, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.8248, "away_avg_quality": 0.4374, "avg_quality_gap": 0.3874, "squad_value_gap_log": 6.4693, "top5_value_gap_log": 6.107, "attack_value_gap_log": 6.2403, "elite_count_gap": 7, "combined_quality_gap": 0.8816, "stronger_lambda_boost": 0.95, "weaker_lambda_suppression": 0.6, "home_bench_lambda_bonus": 0.0923, "away_bench_lambda_bonus": 0.0, "home_bench_players_modelled": 7, "away_bench_players_modelled": 0, "mismatch_score_pressure_applied": true, "mismatch_score_pressure_gap": 0.8816, "mismatch_favorite_lambda_boost": 1.2254, "mismatch_underdog_lambda_factor": 0.9218, "pre_mismatch_home_lambda": 3.972, "pre_mismatch_away_lambda": 0.65, "competitive_underdog_floor_applied": false, "pre_calibration_home_lambda": 3.9723, "pre_calibration_away_lambda": 0.65, "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": 4.8, "final_away_lambda": 0.65 } }, "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": "2026-06-27T13:31:50Z" }