{ "match_info": { "home_team": "Norway", "away_team": "France", "tournament": "FIFA World Cup", "date": "20260626", "timezone": "America/New_York", "home_formation": "4-4-2", "away_formation": "4-2-3-1" }, "prediction": { "most_likely_score": "0-2", "home_goals": 0, "away_goals": 2, "most_likely_score_probability": 0.1064, "top_5_scorelines": [ { "score": "0-2", "probability": 0.1064 }, { "score": "0-3", "probability": 0.0943 }, { "score": "1-2", "probability": 0.0899 }, { "score": "0-1", "probability": 0.0801 }, { "score": "1-3", "probability": 0.0796 } ], "scoreline_probabilities": { "0-0": 0.0302, "0-1": 0.0801, "0-2": 0.1064, "0-3": 0.0943, "0-4": 0.0626, "0-5": 0.0333, "0-6": 0.0147, "0-7": 0.0056, "0-8": 0.0019, "0-9": 0.0005, "1-0": 0.0255, "1-1": 0.0677, "1-2": 0.0899, "1-3": 0.0796, "1-4": 0.0529, "1-5": 0.0281, "1-6": 0.0124, "1-7": 0.0047, "1-8": 0.0016, "2-0": 0.0108, "2-1": 0.0286, "2-2": 0.038, "2-3": 0.0337, "2-4": 0.0224, "2-5": 0.0119, "2-6": 0.0053, "2-7": 0.002, "2-8": 0.0007, "3-0": 0.003, "3-1": 0.0081, "3-2": 0.0107, "3-3": 0.0095, "3-4": 0.0063, "3-5": 0.0033, "3-6": 0.0015, "3-7": 0.0006, "4-0": 0.0006, "4-1": 0.0017, "4-2": 0.0023, "4-3": 0.002, "4-4": 0.0013, "4-5": 0.0007 }, "outcome": { "home_win": 0.0948, "draw": 0.1468, "away_win": 0.7584 }, "markets": { "over_2_5_goals": 0.6794, "under_2_5_goals": 0.3206, "btts_yes": 0.5304, "btts_no": 0.4696, "home_clean_sheet": 0.0702, "away_clean_sheet": 0.4296 }, "home_ratings": { "DR": 80.58, "MCR": 85.78, "ATR": 90.46, "GK": 82.57 }, "away_ratings": { "DR": 88.94, "MCR": 90.55, "ATR": 96.36, "GK": 93.63 }, "insights": { "summary": "Antagonist matchup analysis for Norway vs France. Most likely scoreline: 0-2. Lambdas derived from 4 home and 5 away individual player duels.", "key_player": "Projected scorer(s): Kylian Mbappé, Ousmane Dembélé", "tactical_analysis": "Tactical parity between 4-4-2 and 4-2-3-1. Match outcome driven primarily by individual player quality. Away midfield dictates play with ~53% possession expected (Martin Ødegaard vs Michael Olise). Total antagonist xG — Home: 1.28, Away: 1.45. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle." }, "confidence": 0.85, "home_lambda": 0.845, "away_lambda": 2.657 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.0948, "draw": 0.1468, "away_win": 0.7584 }, "favorite": "France", "favorite_win_probability": 0.7584, "fair_spread": -1.812, "fair_total": 3.502, "prop_estimates": [ { "market": "team_total_goals", "selection": "Norway", "estimate": 0.845, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "France", "estimate": 2.657, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.6794, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.5304, "unit": "probability" }, { "market": "clean_sheet", "selection": "Norway", "estimate": 1.0, "probability": 0.0702, "unit": "probability" }, { "market": "clean_sheet", "selection": "France", "estimate": 1.0, "probability": 0.4296, "unit": "probability" }, { "market": "anytime_goal", "selection": "Erling Haaland (Norway)", "estimate": 0.431, "probability": 0.0, "unit": "xG" }, { "market": "anytime_goal", "selection": "Kylian Mbappé (France)", "estimate": 0.8734, "probability": 0.6281, "unit": "xG" }, { "market": "assist", "selection": "Martin Ødegaard (Norway)", "estimate": 0.1996, "probability": 0.0, "unit": "xA" }, { "market": "assist", "selection": "Michael Olise (France)", "estimate": 0.6556, "probability": 0.4996, "unit": "xA" } ], "expected_pace": { "tempo": "high", "expected_total_goals": 3.502, "expected_total_shots": 20, "expected_total_passes": 911, "expected_pressing_actions_per_90": 17.1, "possession_home_pct": 47.3, "possession_away_pct": 52.7, "notes": "France projects to control midfield possession" }, "expected_game_script": { "favorite": "France", "favorite_win_probability": 0.7584, "script": "France is the fair winner side, but the baseline remains favorite-led: fair spread -1.81 goals and fair total 3.50.", "first_half": "Expect high tempo while both sides test the matchup thesis; shot baseline is about 10 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Norway must keep the match inside one goal.", "late_game": "A France lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live." }, "key_matchup_thesis": "Norway chance creation leans on Erling Haaland against Maxence Lacroix, Malo Gusto in Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle; France projects to control midfield possession.", "expected_rotation_usage_behavior": [ "Norway: starters carry the main goal usage through the highest xG attackers; bench watchlist: Jørgen Strand Larsen, Andreas Schjelderup, Oscar Bobb.", "France: starters carry the main goal usage through Kylian Mbappé, Ousmane Dembélé; bench watchlist: Rayan Cherki, William Saliba, Warren Zaïre-Emery.", "Assist usage should flow through Michael Olise; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: France tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects high tempo, about 10 total first-half shots, and 1.75 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 Norway is chasing, transition and set-piece volume become the primary live deviation signal." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for France.", "Norway 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": { "Norway": { "formation": "4-4-2", "players": { "Erling Haaland": { "player_id": 839956, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 9, "height": 194, "market_value": 218000000, "stats": { "expected_goals": 0.431, "goal_rate": 1.8923, "goals": 0, "shots_on_target": 3, "expected_assists": 0.0796, "key_pass": 1, "rating": 98.2607, "minutes": 91, "total_shots": 2, "duels_won": 5, "aerial_won": 2, "total_pass": 10, "accurate_pass": 5, "total_long_balls": 1, "accurate_long_balls": 0, "total_opp_half_passes": 8, "accurate_opp_half_passes": 4, "crosses_total": 0, "crosses_accurate": 0, "touches": 21, "possession_lost": 6.8768, "dispossessed": 1.4896, "duels_lost": 4, "aerial_lost": 2, "total_contest": 2, "won_contest": 2, "ball_recovery": 2, "challenges_lost": 2, "fouls": 2, "fouls_drawn": 2, "assists": 0, "shots_off_target": 1, "interceptions": 0, "tackles_won": 0, "tackles": 0, "clearances": 1, "blocks": 2, "big_chances_created": 1, "big_chances_missed": 2, "xgot": 1.5344, "offsides": 1, "ball_carries": 5, "total_progression": 16, "progressive_carries": 1, "dribbles_attempted": 2, "dribbles_successful": 0.5, "crosses_attempted": 0.0, "duel_win_rate": 0.28, "pressing_faced": "HIGH", "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "opponent_defenders": "Maxence Lacroix, Malo Gusto", "opponent_faced": "Maxence Lacroix, Malo Gusto", "antagonist_source": "attacking_duel", "projected_goals": 0, "goal_probability": 0.0, "projected_assists": 0, "assist_probability": 0.0, "fifa_overall": 90.0 }, "latest_10_games": [ { "match_id": 15186770, "match_date": "2026-06-23", "home_team": "Norway", "away_team": "Senegal", "team_side": "home", "is_starting_11": 1, "team": "Norway", "opponent": "Senegal", "stats": { "minutes": 90, "rating": 8.4, "goal_rate": 2.0, "goals": 2, "assists": 0, "expected_goals": 0.8373, "expected_assists": 0.1358, "total_shots": 5, "shots_on_target": 3, "shots_off_target": 1, "total_pass": 11, "accurate_pass": 6, "key_pass": 2, "aerial_won": 4, "duels_won": 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": 15186773, "match_date": "2026-06-16", "home_team": "Iraq", "away_team": "Norway", "team_side": "away", "is_starting_11": 1, "team": "Norway", "opponent": "Iraq", "stats": { "minutes": 90, "rating": 8.1, "goal_rate": 2.0, "goals": 2, "assists": 0, "expected_goals": 1.8475, "expected_assists": 0.0662, "total_shots": 5, "shots_on_target": 4, "shots_off_target": 1, "total_pass": 9, "accurate_pass": 4, "key_pass": 1, "clearances": 1, "aerial_won": 3, "duels_won": 7, "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": 14023936, "match_date": "2026-05-19", "home_team": "Bournemouth", "away_team": "Manchester City", "team_side": "away", "is_starting_11": 1, "team": "Manchester City", "opponent": "Bournemouth", "stats": { "minutes": 90, "rating": 7.0, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 0.2337, "expected_assists": 0.5618, "total_shots": 2, "shots_on_target": 1, "total_pass": 15, "accurate_pass": 12, "key_pass": 1, "clearances": 3, "aerial_won": 1, "duels_won": 3, "ball_recovery": 2 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 14023946, "match_date": "2026-05-09", "home_team": "Manchester City", "away_team": "Brentford", "team_side": "home", "is_starting_11": 1, "team": "Manchester City", "opponent": "Brentford", "stats": { "minutes": 90, "rating": 6.9, "goal_rate": 1.0, "goals": 1, "assists": 1, "expected_goals": 1.2207, "expected_assists": 0.093, "total_shots": 5, "shots_on_target": 4, "shots_off_target": 1, "total_pass": 7, "accurate_pass": 4, "key_pass": 2, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "Premier League", "league_id": "17", "league_slug": "premier-league", "league_country": "England", "season_id": "76986", "season_name": "Premier League 25/26", "season_year": "25/26" }, { "match_id": 15631365, "match_date": "2026-03-17", "home_team": "Manchester City", "away_team": "Real Madrid", "team_side": "home", "is_starting_11": 1, "team": "Manchester City", "opponent": "Real Madrid", "stats": { "minutes": 56, "rating": 7.1, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 1.1362, "expected_assists": 0.0018, "total_shots": 7, "shots_on_target": 5, "shots_off_target": 1, "total_pass": 6, "accurate_pass": 2, "clearances": 1, "aerial_won": 2, "duels_won": 2, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" }, { "match_id": 15631329, "match_date": "2026-03-11", "home_team": "Real Madrid", "away_team": "Manchester City", "team_side": "away", "is_starting_11": 1, "team": "Manchester City", "opponent": "Real Madrid", "stats": { "minutes": 82, "rating": 6.1, "assists": 0, "expected_assists": 0.0065, "total_shots": 0, "total_pass": 7, "accurate_pass": 3, "ball_recovery": 1 }, "has_player_stats": true, "league_name": "UEFA Champions League", "league_id": "7", "league_slug": "uefa-champions-league", "league_country": "Europe", "season_id": "76953", "season_name": "UEFA Champions League 25/26", "season_year": "25/26" }, { "match_id": 13233679, "match_date": "2025-11-16", "home_team": "Italy", "away_team": "Norway", "team_side": "away", "is_starting_11": 1, "team": "Norway", "opponent": "Italy", "stats": { "minutes": 89, "rating": 8.6, "goal_rate": 2.0, "goals": 2, "assists": 0, "total_shots": 2, "shots_on_target": 2, "total_pass": 16, "accurate_pass": 10, "clearances": 1, "aerial_won": 4, "duels_won": 5, "ball_recovery": 3 }, "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": 5, "combined_rank_score": 11.0, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 12.0, "sofascore_rating": 8.2125, "sofascore_appearances": 8.0, "fifa_rank": 10.0, "fifa_overall": 90.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 1, "squad_role": "starter", "projected_match_rating": 8.2607, "source_file": "data/player_rankings.csv", "player_name": "Erling Haaland", "ranking_neighbors": { "upper": [ { "player_name": "Ryu Won-Woo", "ranking": 1 }, { "player_name": "Lamine Yamal", "ranking": 2 }, { "player_name": "Maximiliano Gutiérrez", "ranking": 3 }, { "player_name": "Kylian Mbappé", "ranking": 4 } ], "lower": [ { "player_name": "Pedri", "ranking": 6 }, { "player_name": "Nico López", "ranking": 7 }, { "player_name": "Andy Vidal", "ranking": 8 }, { "player_name": "James Rodríguez", "ranking": 9 }, { "player_name": "Memphis Depay", "ranking": 10 } ] } } }, "Alexander Sørloth": { "player_id": 309078, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 7, "height": 195, "market_value": 18600000, "stats": { "expected_goals": 0.0609, "goal_rate": 0.0004, "goals": 0, "shots_on_target": 0, "expected_assists": 0.016, "key_pass": 1, "rating": 90.3552, "minutes": 67, "total_shots": 1, "duels_won": 5, "aerial_won": 4, "total_pass": 20, "accurate_pass": 14, "total_long_balls": 1, "accurate_long_balls": 1, "total_opp_half_passes": 8, "accurate_opp_half_passes": 5, "crosses_total": 0, "crosses_accurate": 0, "touches": 20, "possession_lost": 7.7634, "dispossessed": 1.5527, "duels_lost": 6, "aerial_lost": 2, "total_contest": 2, "won_contest": 2, "ball_recovery": 3, "challenges_lost": 2, "fouls": 2, "fouls_drawn": 1, "assists": 0, "shots_off_target": 1, "interceptions": 0, "tackles_won": 1, "tackles": 1, "clearances": 1, "blocks": 1, "big_chances_created": 0, "big_chances_missed": 1, "xgot": 0.4865, "offsides": 1, "ball_carries": 5, "total_progression": 22, "progressive_carries": 1, "opponent_faced": "Dayot Upamecano, Maxence Lacroix", "matchup_zone": "Shape fallback", "antagonist_source": "formation_fallback", "projected_goals": 0, "goal_probability": 0.0, "projected_assists": 0, "assist_probability": 0.0, "fifa_overall": 84.0 }, "latest_10_games": [ { "match_id": 15186770, "match_date": "2026-06-23", "home_team": "Norway", "away_team": "Senegal", "team_side": "home", "is_starting_11": 1, "team": "Norway", "opponent": "Senegal", "stats": { "minutes": 84, "rating": 6.4, "assists": 0, "expected_assists": 0.0203, "total_shots": 0, "total_pass": 32, "accurate_pass": 23, "aerial_won": 6, "duels_won": 7, "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": 15186773, "match_date": "2026-06-16", "home_team": "Iraq", "away_team": "Norway", "team_side": "away", "is_starting_11": 1, "team": "Norway", "opponent": "Iraq", "stats": { "minutes": 73, "rating": 6.1, "assists": 0, "expected_goals": 0.1879, "expected_assists": 0.0136, "total_shots": 2, "total_pass": 15, "accurate_pass": 12, "key_pass": 1, "aerial_won": 2, "duels_won": 3, "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": 14083735, "match_date": "2026-05-24", "home_team": "Villarreal", "away_team": "Atlético Madrid", "team_side": "away", "is_starting_11": 0, "team": "Atlético Madrid", "opponent": "Villarreal", "stats": { "minutes": 45, "rating": 6.1, "assists": 0, "expected_goals": 0.0744, "expected_assists": 0.0121, "total_shots": 1, "shots_on_target": 1, "total_pass": 6, "accurate_pass": 4, "clearances": 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": 14083661, "match_date": "2026-05-17", "home_team": "Atlético Madrid", "away_team": "Girona FC", "team_side": "home", "is_starting_11": 0, "team": "Atlético Madrid", "opponent": "Girona FC", "stats": { "minutes": 29, "rating": 7.3, "assists": 0, "expected_goals": 0.1253, "expected_assists": 0.1884, "total_shots": 1, "total_pass": 7, "accurate_pass": 3, "tackles": 1, "tackles_won": 1, "clearances": 1, "aerial_won": 4, "duels_won": 6, "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": 14083634, "match_date": "2026-05-12", "home_team": "Osasuna", "away_team": "Atlético Madrid", "team_side": "away", "is_starting_11": 0, "team": "Atlético Madrid", "opponent": "Osasuna", "stats": { "minutes": 45, "rating": 7.1, "goal_rate": 1.0, "goals": 1, "assists": 0, "expected_goals": 0.3744, "expected_assists": 0.0044, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 14, "accurate_pass": 10, "aerial_won": 3, "duels_won": 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": 15632635, "match_date": "2026-05-05", "home_team": "Arsenal", "away_team": "Atlético Madrid", "team_side": "away", "is_starting_11": 0, "team": "Atlético Madrid", "opponent": "Arsenal", "stats": { "minutes": 33, "rating": 6.0, "assists": 0, "expected_assists": 0.0334, "total_shots": 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} ] } } } }, "team_totals": { "projected_goals": 2, "expected_goals": 2.66, "expected_assists": 1.37, "total_shots": 10, "shots_on_target": 12, "total_passes": 530, "interceptions": 12, "tackles": 18, "avg_rating": 91.83, "possession_estimated_pct": 52.7, "pressing_actions_per_90": 9.6 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Erling Haaland", "attacker_role": "ST", "attacker_market_value": 218000000, "attacker_height": 194, "attacker_skill_quality": 0.9, "defenders": [ "Maxence Lacroix", "Malo Gusto" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.798, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.28, "xg_contribution": 0.94, "shots_in_zone": 2.4, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 3, "aerial_won": 2.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Maxence Lacroix", "role": "CB", "market_value": 54000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 1.2, "aerial_duels_won": 0.5, "defensive_success_rate": 0.72 }, { "player": "Malo Gusto", "role": "CB", "market_value": 36000000, "tackles_attempted": 1.1, "tackles_won": 1.1, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 1.1, "aerial_duels_won": 0.5, "defensive_success_rate": 0.72 } ], "duel_analysis": "Erling Haaland (ST) is heavily outmatched defensively against Maxence Lacroix and Malo Gusto in a 2-defender block. Duel win probability: 28%. The quality gap is significant (€218M vs €45M avg). Projected xG contribution: 0.940 — with very limited chance creation expected." }, { "attacker": "Patrick Berg", "attacker_role": "LM", "attacker_market_value": 7500000, "attacker_height": 180, "attacker_skill_quality": 0.493, "defenders": [ "Theo Hernández" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.641, "duel_zone": "Left Mid vs Right Back — Wide Channel", "numerical_situation": "1v1", "duel_win_rate": 0.377, "xg_contribution": 0.1334, "shots_in_zone": 1.4, "dribbles_attempted": 3, "dribbles_successful": 1.0, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.1, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Theo Hernández", "role": "RB", "market_value": 21000000, "tackles_attempted": 2.1, "tackles_won": 1.9, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.623 } ], "duel_analysis": "Patrick Berg (LM) faces tough defensive resistance against Theo Hernández in a direct 1v1 contest. Duel win probability: 38%. Projected xG contribution: 0.133 — and is restricted in space and time on the ball." }, { "attacker": "Marcus Pedersen", "attacker_role": "RM", "attacker_market_value": 3300000, "attacker_height": 178, "attacker_skill_quality": 0.441, "defenders": [ "Dayot Upamecano" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.863, "duel_zone": "Right Mid vs Left Back — Wide Channel", "numerical_situation": "1v1", "duel_win_rate": 0.242, "xg_contribution": 0.0685, "shots_in_zone": 1.1, "dribbles_attempted": 3, "dribbles_successful": 0.6, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 2.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Dayot Upamecano", "role": "LB", "market_value": 65000000, "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": 0.758 } ], "duel_analysis": "Marcus Pedersen (RM) is heavily outmatched defensively against Dayot Upamecano in a direct 1v1 contest. Duel win probability: 24%. The quality gap is significant (€3M vs €65M avg). Projected xG contribution: 0.069 — with very limited chance creation expected." }, { "attacker": "Sander Berge", "attacker_role": "CM", "attacker_market_value": 26000000, "attacker_height": 195, "attacker_skill_quality": 0.686, "defenders": [ "Manu Koné" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.813, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.429, "xg_contribution": 0.1394, "shots_in_zone": 1.6, "dribbles_attempted": 3, "dribbles_successful": 1.1, "aerial_duels": 2, "aerial_won": 1.4, "crosses_in_zone": 0.0, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Manu Koné", "role": "CDM", "market_value": 47000000, "tackles_attempted": 2.3, "tackles_won": 2.0, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 0.5, "aerial_duels_won": 0.6, "defensive_success_rate": 0.571 } ], "duel_analysis": "Sander Berge (CM) is evenly matched against Manu Koné in a direct 1v1 contest. Duel win probability: 43%. The quality gap is significant (€26M vs €47M avg). Projected xG contribution: 0.139 — with neither side clearly dominant." } ], "away_attacking_duels": [ { "attacker": "Michael Olise", "attacker_role": "LW", "attacker_market_value": 144000000, "attacker_height": 184, "attacker_skill_quality": 0.899, "defenders": [ "Antonio Nusa" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.725, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.574, "xg_contribution": 0.2991, "shots_in_zone": 2.2, "dribbles_attempted": 4, "dribbles_successful": 2.0, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.7, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Antonio Nusa", "role": "RB", "market_value": 31000000, "tackles_attempted": 2.2, "tackles_won": 1.6, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 1.0, "aerial_duels_won": 0.9, "defensive_success_rate": 0.426 } ], "duel_analysis": "Michael Olise (LW) is slightly favored against Antonio Nusa in a direct 1v1 contest. Duel win probability: 57%. The quality gap is significant (€144M vs €31M avg). Projected xG contribution: 0.299 — creating consistent moderate threat." }, { "attacker": "Désiré Doué", "attacker_role": "RW", "attacker_market_value": 124000000, "attacker_height": 181, "attacker_skill_quality": 0.898, "defenders": [ "David Møller Wolfe" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.49, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.647, "xg_contribution": 0.095, "shots_in_zone": 2.3, "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": "David Møller Wolfe", "role": "LB", "market_value": 7300000, "tackles_attempted": 2.0, "tackles_won": 1.3, "fouls_committed": 0.6, "interceptions_in_zone": 0.8, "clearances_in_zone": 0.7, "aerial_duels_won": 0.9, "defensive_success_rate": 0.353 } ], "duel_analysis": "Désiré Doué (RW) has a clear attacking advantage against David Møller Wolfe in a direct 1v1 contest. Duel win probability: 65%. The quality gap is significant (€124M vs €7M avg). Projected xG contribution: 0.095 — and projects to generate high-quality chances." }, { "attacker": "Ousmane Dembélé", "attacker_role": "CAM", "attacker_market_value": 97000000, "attacker_height": 178, "attacker_skill_quality": 0.892, "defenders": [ "Sander Berge" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.686, "duel_zone": "CAM vs CM", "numerical_situation": "1v1", "duel_win_rate": 0.453, "xg_contribution": 0.2881, "shots_in_zone": 2.3, "dribbles_attempted": 3, "dribbles_successful": 1.2, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Sander Berge", "role": "CM", "market_value": 26000000, "tackles_attempted": 2.1, "tackles_won": 1.8, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.5, "aerial_duels_won": 1.0, "defensive_success_rate": 0.547 } ], "duel_analysis": "Ousmane Dembélé (CAM) is evenly matched against Sander Berge in a direct 1v1 contest. Duel win probability: 45%. The quality gap is significant (€97M vs €26M avg). Projected xG contribution: 0.288 — with neither side clearly dominant." }, { "attacker": "Kylian Mbappé", "attacker_role": "ST", "attacker_market_value": 191000000, "attacker_height": 180, "attacker_skill_quality": 0.9, "defenders": [ "Torbjørn Heggem", "Kristoffer Ajer" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.587, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.285, "xg_contribution": 0.746, "shots_in_zone": 2.4, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 3, "aerial_won": 1.6, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Torbjørn Heggem", "role": "CB", "market_value": 12200000, "tackles_attempted": 1.0, "tackles_won": 1.0, "fouls_committed": 0.5, "interceptions_in_zone": 0.9, "clearances_in_zone": 0.8, "aerial_duels_won": 0.7, "defensive_success_rate": 0.715 }, { "player": "Kristoffer Ajer", "role": "CB", "market_value": 19500000, "tackles_attempted": 1.0, "tackles_won": 1.1, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.9, "aerial_duels_won": 0.7, "defensive_success_rate": 0.715 } ], "duel_analysis": "Kylian Mbappé (ST) is heavily outmatched defensively against Torbjørn Heggem and Kristoffer Ajer in a 2-defender block. Duel win probability: 28%. The quality gap is significant (€191M vs €16M avg). Projected xG contribution: 0.746 — with very limited chance creation expected." }, { "attacker": "Manu Koné", "attacker_role": "CDM", "attacker_market_value": 47000000, "attacker_height": 186, "attacker_skill_quality": 0.813, "defenders": [ "Sander Berge" ], "defender_roles": [ "CM" ], "def_skill_quality_avg": 0.686, "duel_zone": "Holding Mid vs Central Mid — Midfield Anchor Duel", "numerical_situation": "1v1", "duel_win_rate": 0.421, "xg_contribution": 0.0232, "shots_in_zone": 1.0, "dribbles_attempted": 2, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 1.2, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Sander Berge", "role": "CM", "market_value": 26000000, "tackles_attempted": 2.1, "tackles_won": 1.9, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.5, "aerial_duels_won": 0.8, "defensive_success_rate": 0.579 } ], "duel_analysis": "Manu Koné (CDM) is evenly matched against Sander Berge in a direct 1v1 contest. Duel win probability: 42%. The quality gap is significant (€47M vs €26M avg). Projected xG contribution: 0.023 — with neither side clearly dominant." } ], "midfield_battle": { "home_midfield_power": 0.648, "away_midfield_power": 0.862, "home_creative_power": 0.643, "away_creative_power": 1.034, "home_defensive_power": 0.604, "away_defensive_power": 0.97, "home_dominance_ratio": 0.429, "home_midfield_count": 4, "away_midfield_count": 3, "home_midfield_players": [ "Patrick Berg", "Sander Berge", "Marcus Pedersen", "Martin Ødegaard" ], "away_midfield_players": [ "Manu Koné", "Aurélien Tchouaméni", "Michael Olise" ], "possession_advantage": "away", "estimated_possession_home_pct": 47.3, "estimated_possession_away_pct": 52.7, "home_pressing_actions_per_90": 7.5, "away_pressing_actions_per_90": 9.6, "home_key_passes_projected": 5.4, "away_key_passes_projected": 7.7, "home_throughball_threat": 2.5, "away_throughball_threat": 3.7, "key_personal_duel": "Martin Ødegaard vs Michael Olise", "midfield_lambda_factor_home": 0.97, "midfield_lambda_factor_away": 1.034 }, "formation_analysis": { "home_formation": "4-4-2", "away_formation": "4-2-3-1", "home_tactical_bonus": -0.04, "away_tactical_bonus": 0.07, "formation_verdict": "Tactical parity between 4-4-2 and 4-2-3-1. Match outcome driven primarily by individual player quality." }, "home_lambda": 0.845, "away_lambda": 2.657, "home_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "Central Mid vs Defensive Mid — Pressing/Creation Duel" ], "away_top_threat_zones": [ "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "Left Wing vs Right Back — Flank Battle" ], "home_player_antagonists": { "Erling Haaland": { "opponents": [ "Maxence Lacroix", "Malo Gusto" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Patrick Berg": { "opponents": [ "Theo Hernández", "Michael Olise" ], "primary_zone": "Left Mid vs Right Back — Wide Channel", "source": "attacking_duel, midfield_pairing" }, "Marcus Pedersen": { "opponents": [ "Dayot Upamecano", "Manu Koné" ], "primary_zone": "Right Mid vs Left Back — Wide Channel", "source": "attacking_duel, midfield_pairing" }, "Sander Berge": { "opponents": [ "Manu Koné", "Ousmane Dembélé" ], "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "source": "attacking_duel, defensive_duel, midfield_pairing" }, "Antonio Nusa": { "opponents": [ "Michael Olise" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel" }, "David Møller Wolfe": { "opponents": [ "Désiré Doué" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Torbjørn Heggem": { "opponents": [ "Kylian Mbappé" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Kristoffer Ajer": { "opponents": [ "Kylian Mbappé" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Martin Ødegaard": { "opponents": [ "Aurélien Tchouaméni" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Ørjan Nyland": { "opponents": [ "Désiré Doué", "Ousmane Dembélé" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Alexander Sørloth": { "opponents": [ "Dayot Upamecano", "Maxence Lacroix" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Maxence Lacroix": { "opponents": [ "Erling Haaland" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Malo Gusto": { "opponents": [ "Erling Haaland" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Theo Hernández": { "opponents": [ "Patrick Berg" ], "primary_zone": "Left Mid vs Right Back — Wide Channel", "source": "defensive_duel" }, "Dayot Upamecano": { "opponents": [ "Marcus Pedersen" ], "primary_zone": "Right Mid vs Left Back — Wide Channel", "source": "defensive_duel" }, "Manu Koné": { "opponents": [ "Sander Berge", "Marcus Pedersen" ], "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Michael Olise": { "opponents": [ "Antonio Nusa", "Patrick Berg" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Désiré Doué": { "opponents": [ "David Møller Wolfe" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel" }, "Ousmane Dembélé": { "opponents": [ "Sander Berge" ], "primary_zone": "CAM vs CM", "source": "attacking_duel" }, "Kylian Mbappé": { "opponents": [ "Torbjørn Heggem", "Kristoffer Ajer" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Aurélien Tchouaméni": { "opponents": [ "Martin Ødegaard" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Mike Maignan": { "opponents": [ "Alexander Sørloth", "Antonio Nusa" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Away midfield dictates play with ~53% possession expected (Martin Ødegaard vs Michael Olise). Total antagonist xG — Home: 1.28, Away: 1.45. Home danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle. Away danger zone: Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle.", "lambda_factors": { "home_gk_opposition_factor": 0.9234, "away_gk_opposition_factor": 1.0218, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.1066, "home_defensive_solidity_vs": 0.8806, "away_defensive_solidity_vs": 0.9764, "home_midfield_factor": 0.97, "away_midfield_factor": 1.034, "stage_discount": 1.0, "quality_gap_applied": true, "home_avg_quality": 0.6398, "away_avg_quality": 0.8376, "avg_quality_gap": -0.1978, "squad_value_gap_log": -0.7086, "top5_value_gap_log": -0.5316, "attack_value_gap_log": -0.5766, "elite_count_gap": -6, "combined_quality_gap": -0.2433, "stronger_lambda_boost": 0.5352, "weaker_lambda_suppression": 0.3406, "home_bench_lambda_bonus": 0.0702, "away_bench_lambda_bonus": 0.0645, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": false, "pre_calibration_home_lambda": 0.8452, "pre_calibration_away_lambda": 2.6575, "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": 0.845, "final_away_lambda": 2.657 } }, "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": "2026-06-26T13:33:40Z" }