{ "match_info": { "home_team": "Brentford", "away_team": "Tottenham", "tournament": "Premier League", "date": "20260822", "timezone": "America/New_York", "home_formation": "4-2-3-1", "away_formation": "4-3-2-1" }, "prediction": { "most_likely_score": "1-1", "home_goals": 1, "away_goals": 1, "most_likely_score_probability": 0.1286, "match_resolution": "draw", "predicted_winner": null, "tiebreaker": { "applies": false, "method": "none", "regulation_draw_probability": 0.2728, "shootout_home_win_probability": null, "shootout_away_win_probability": null, "penalty_home_goals": null, "penalty_away_goals": null, "penalty_score": null, "penalty_winner": null, "penalty_winner_goals": null, "penalty_loser_goals": null, "penalty_result": null, "home_advance_probability": null, "away_advance_probability": null, "projected_winner": null, "projected_winner_probability": null, "final_score_after_penalties": null, "reason": "Tie-breaker not required for this match context." }, "top_5_scorelines": [ { "score": "1-1", "probability": 0.1286 }, { "score": "1-0", "probability": 0.124 }, { "score": "0-0", "probability": 0.0914 }, { "score": "0-1", "probability": 0.0911 }, { "score": "2-1", "probability": 0.0883 } ], "scoreline_probabilities": { "0-0": 0.0914, "0-1": 0.0911, "0-2": 0.047, "0-3": 0.016, "0-4": 0.0041, "0-5": 0.0008, "1-0": 0.124, "1-1": 0.1286, "1-2": 0.0651, "1-3": 0.0221, "1-4": 0.0056, "1-5": 0.0012, "2-0": 0.0865, "2-1": 0.0883, "2-2": 0.045, "2-3": 0.0153, "2-4": 0.0039, "2-5": 0.0008, "3-0": 0.0399, "3-1": 0.0407, "3-2": 0.0208, "3-3": 0.0071, "3-4": 0.0018, "4-0": 0.0138, "4-1": 0.0141, "4-2": 0.0072, "4-3": 0.0024, "4-4": 0.0006, "5-0": 0.0038, "5-1": 0.0039, "5-2": 0.002, "5-3": 0.0007, "6-0": 0.0009, "6-1": 0.0009 }, "outcome": { "home_win": 0.4513, "draw": 0.2728, "away_win": 0.2759 }, "markets": { "over_2_5_goals": 0.4313, "under_2_5_goals": 0.5687, "btts_yes": 0.4803, "btts_no": 0.5197, "home_clean_sheet": 0.3606, "away_clean_sheet": 0.2506 }, "home_ratings": { "DR": 82.93, "MCR": 83.03, "ATR": 81.98, "GK": 86.14 }, "away_ratings": { "DR": 88.08, "MCR": 86.92, "ATR": 82.64, "GK": 81.85 }, "insights": { "summary": "Antagonist matchup analysis for Brentford vs Tottenham. Most likely scoreline: 1-1. Lambdas derived from 4 home and 4 away individual player duels.", "key_player": "Projected scorer(s): Dango Ouattara, Sandro Tonali", "tactical_analysis": "Tactical parity between 4-2-3-1 and 4-3-2-1. Match outcome driven primarily by individual player quality. Midfield is evenly contested — Mamadou Sangare vs Sandro Tonali will be the pivotal duel. Total antagonist xG — Home: 0.97, Away: 0.24. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: CDM vs CDM." }, "confidence": 0.73, "home_lambda": 1.384, "away_lambda": 1.02 }, "pregame_baseline": { "fair_win_probability": { "home_win": 0.4513, "draw": 0.2728, "away_win": 0.2759 }, "favorite": "Brentford", "favorite_win_probability": 0.4513, "fair_spread": 0.364, "fair_total": 2.404, "prop_estimates": [ { "market": "team_total_goals", "selection": "Brentford", "estimate": 1.384, "probability": null, "unit": "goals" }, { "market": "team_total_goals", "selection": "Tottenham", "estimate": 1.02, "probability": null, "unit": "goals" }, { "market": "over_2_5_goals", "selection": "yes", "estimate": 2.5, "probability": 0.4313, "unit": "probability" }, { "market": "both_teams_to_score", "selection": "yes", "estimate": 1.0, "probability": 0.4803, "unit": "probability" }, { "market": "clean_sheet", "selection": "Brentford", "estimate": 1.0, "probability": 0.3606, "unit": "probability" }, { "market": "clean_sheet", "selection": "Tottenham", "estimate": 1.0, "probability": 0.2506, "unit": "probability" }, { "market": "anytime_goal", "selection": "Kevin Schade (Brentford)", "estimate": 0.3806, "probability": 0.2466, "unit": "xG" }, { "market": "anytime_goal", "selection": "Jan Paul van Hecke (Tottenham)", "estimate": 0.3199, "probability": 0.2094, "unit": "xG" }, { "market": "assist", "selection": "Vitaly Janelt (Brentford)", "estimate": 0.149, "probability": 0.1279, "unit": "xA" }, { "market": "assist", "selection": "Mateus Fernandes (Tottenham)", "estimate": 0.1558, "probability": 0.2661, "unit": "xA" } ], "expected_pace": { "tempo": "balanced", "expected_total_goals": 2.404, "expected_total_shots": 23, "expected_total_passes": 813, "expected_pressing_actions_per_90": 16.6, "possession_home_pct": 48.7, "possession_away_pct": 51.3, "notes": "possession projects near even" }, "expected_game_script": { "favorite": "Brentford", "favorite_win_probability": 0.4513, "script": "Brentford is the fair winner side, but the baseline remains narrow: fair spread +0.36 goals and fair total 2.40.", "first_half": "Expect balanced tempo while both sides test the matchup thesis; shot baseline is about 12 first-half attempts.", "second_half": "If level after halftime, midfield control and bench quality should decide territory; Tottenham must keep the match inside one goal.", "late_game": "A Brentford lead likely shifts toward control and counters; a draw state keeps set pieces and transition chances live." }, "key_matchup_thesis": "Brentford chance creation leans on Kevin Schade against Archie Gray in Left Wing vs Right Back — Flank Battle; possession projects near even.", "expected_rotation_usage_behavior": [ "Brentford: starters carry the main goal usage through Dango Ouattara; bench watchlist: Yehor Yarmoliuk, Reiss Nelson, Gustavo Nunes.", "Tottenham: starters carry the main goal usage through Sandro Tonali; bench watchlist: Xavi Simons, Dominic Solanke, Randal Kolo Muani.", "Assist usage should flow through Mamadou Sangare, Mateus Fernandes; late lineup changes should re-score these allocations." ], "pregame_play_by_play": [ "0-15: Brentford tries to establish the projected edge; track possession and first-shot share.", "15-45: Baseline expects balanced tempo, about 12 total first-half shots, and 1.20 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 Tottenham is chasing, transition and set-piece volume become the primary live deviation signal; a draw state keeps set pieces and transition chances live." ], "invalidation_triggers": [ "Early red card, injury, or goalkeeper change for Brentford.", "Tottenham 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": { "Brentford": { "formation": "4-2-3-1", "players": { "Igor Thiago": { "player_id": 1016907, "position": "F", "position_depth": "F", "is_starter": true, "shirt_number": 9, "height": 191, "market_value": 68000000, "stats": { "expected_goals": 0.1597, "goal_rate": 0.0005, "goals": 0, "shots_on_target": 0, "expected_assists": 0.0174, "key_pass": 0, "rating": 81.9755, "minutes": 92, "total_shots": 2, "duels_won": 5, "aerial_won": 2, "total_pass": 15, "accurate_pass": 11, "total_long_balls": 1, "accurate_long_balls": 1, "total_opp_half_passes": 11, "accurate_opp_half_passes": 7, "crosses_total": 2, "crosses_accurate": 0, "touches": 32, "possession_lost": 9.9928, "dispossessed": 1.1103, "duels_lost": 9, "aerial_lost": 4, "total_contest": 2, "won_contest": 0, "ball_recovery": 2, "challenges_lost": 1, "fouls": 3, "fouls_drawn": 2, "assists": 0, "shots_off_target": 1, "interceptions": 1, "tackles_won": 1, "tackles": 2, "clearances": 2, "blocks": 1, "big_chances_created": 1, "big_chances_missed": 1, "xgot": 0.2665, "offsides": 1, "ball_carries": 7, "total_progression": 13, "progressive_carries": 1, "dribbles_attempted": 2, "dribbles_successful": 0.5, "crosses_attempted": 0.0, "duel_win_rate": 0.266, "pressing_faced": "HIGH", "matchup_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "opponent_defenders": "Marcos Senesi, Jan Paul van Hecke", "opponent_faced": "Marcos Senesi, Jan Paul van Hecke", "antagonist_source": "attacking_duel", "projected_goals": 0, "goal_probability": 0.1079, "projected_assists": 0, "assist_probability": 0.0249, "fifa_overall": 75.0 }, "latest_10_games": [ { "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": 62, "rating": 6.2, "assists": 0, "expected_goals": 0.6647, "expected_assists": 0.0058, "total_shots": 2, "shots_on_target": 1, "shots_off_target": 1, "total_pass": 6, "accurate_pass": 5, "tackles": 2, "tackles_won": 1, "aerial_won": 1, "duels_won": 3, "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": 14023962, "match_date": "2026-05-24", "home_team": "Liverpool FC", "away_team": "Brentford", "team_side": "away", "is_starting_11": 1, "team": "Brentford", "opponent": "Liverpool FC", "stats": { "minutes": 90, 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"won_contest": 1, "challenges_lost": 0, "fouls": 0, "fouls_drawn": 0, "goal_rate": 0.4323, "goals": 0, "shots_on_target": 0, "shots_off_target": 0, "blocks": 0, "big_chances_created": 0, "big_chances_missed": 0, "xgot": 0.3516, "ball_carries": 3, "total_progression": 3, "progressive_carries": 0, "bench_appearance_probability": 0.571, "bench_expected_minutes": 23.55, "projected_substitution_order": 3, "substitution_rule_cap": 5, "projected_team_substitution_count": 3, "projected_substitution_expected_count": 2.73, "projected_substitution_game_state_adjustment": 0, "substitution_usage": "projected_used_substitute", "projected_goals": 0, "goal_probability": 0.0, "projected_assists": 0, "assist_probability": 0.0, "fifa_overall": 84.0 }, "latest_10_games": [ { "match_id": 15631370, "match_date": "2026-03-18", "home_team": "Tottenham Hotspur", "away_team": "Atlético Madrid", "team_side": "home", "is_starting_11": 1, "team": "Tottenham Hotspur", "opponent": "Atlético Madrid", "stats": { "minutes": 90, "rating": 9.7, "goal_rate": 2.0, "goals": 2, "assists": 0, "expected_goals": 0.9461, "expected_assists": 0.1086, "total_shots": 4, "shots_on_target": 2, "total_pass": 46, "accurate_pass": 41, "key_pass": 5, "tackles": 2, "tackles_won": 1, "interceptions": 1, "clearances": 1, "aerial_won": 1, "duels_won": 9, "ball_recovery": 9 }, "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": 15631356, "match_date": "2026-03-10", "home_team": "Atlético Madrid", "away_team": "Tottenham Hotspur", "team_side": "away", "is_starting_11": 0, "team": "Tottenham Hotspur", "opponent": "Atlético Madrid", "stats": { "minutes": 14, "rating": 6.5, "assists": 0, "expected_assists": 0.0018, "total_shots": 0, "total_pass": 9, "accurate_pass": 9, "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": 13233683, "match_date": "2025-11-17", "home_team": "Netherlands", "away_team": "Lithuania", "team_side": "home", "is_starting_11": 1, "team": "Netherlands", "opponent": "Lithuania", "stats": { "minutes": 78, "rating": 7.7, "goal_rate": 1.0, "goals": 1, "assists": 0, "total_shots": 1, "shots_on_target": 1, "total_pass": 43, "accurate_pass": 39, "key_pass": 1, "duels_won": 3, "ball_recovery": 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": 267, "combined_rank_score": 173.5, "ranking_source": "sofascore_plus_fifa_csv", "ranking_status": "combined", "sofascore_rank": 146.0, "sofascore_rating": 7.3167, "sofascore_appearances": 6.0, "fifa_rank": 201.0, "fifa_overall": 84.0, "fifa_source": "EA SPORTS FC official ratings", "match_squad_rank": 4, "squad_role": "substitute", "projected_match_rating": 7.8913, "source_file": "data/player_rankings.csv", "player_name": "Xavi Simons", "ranking_neighbors": { "upper": [ { "player_name": "Nikolai Ivanov", "ranking": 262 }, { "player_name": "Kevin Viveros", "ranking": 263 }, { "player_name": "Cuiabano", "ranking": 264 }, { "player_name": "Tom Alexander Rothe", "ranking": 265 }, { "player_name": "Kauã Prates", "ranking": 266 } ], "lower": [ { "player_name": "Anthony Gordon", "ranking": 268 }, { "player_name": "Mathew Ryan", "ranking": 269 }, { "player_name": "Gerson", "ranking": 270 }, { "player_name": "Christian Eriksen", "ranking": 271 }, { "player_name": "Yassir Zabiri", "ranking": 272 } ] } } } }, "team_totals": { "projected_goals": 1, "expected_goals": 1.02, "expected_assists": 0.75, "total_shots": 12, "shots_on_target": 7, "total_passes": 419, "interceptions": 9, "tackles": 13, "avg_rating": 85.61, "possession_estimated_pct": 51.3, "pressing_actions_per_90": 8.8 } } }, "antagonist_report": { "home_attacking_duels": [ { "attacker": "Kevin Schade", "attacker_role": "LW", "attacker_market_value": 36000000, "attacker_height": 183, "attacker_skill_quality": 0.758, "defenders": [ "Archie Gray" ], "defender_roles": [ "RB" ], "def_skill_quality_avg": 0.746, "duel_zone": "Left Wing vs Right Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.47, "xg_contribution": 0.3811, "shots_in_zone": 1.9, "dribbles_attempted": 4, "dribbles_successful": 1.7, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 2.4, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Archie Gray", "role": "RB", "market_value": 34000000, "tackles_attempted": 2.2, "tackles_won": 1.8, "fouls_committed": 0.4, "interceptions_in_zone": 1.2, "clearances_in_zone": 1.0, "aerial_duels_won": 0.9, "defensive_success_rate": 0.53 } ], "duel_analysis": "Kevin Schade (LW) is evenly matched against Archie Gray in a direct 1v1 contest. Duel win probability: 47%. Projected xG contribution: 0.381 — with neither side clearly dominant." }, { "attacker": "Mamadou Sangare", "attacker_role": "CAM", "attacker_market_value": 39000000, "attacker_height": 181, "attacker_skill_quality": 0.775, "defenders": [ "Mateus Fernandes" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.821, "duel_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel", "numerical_situation": "1v1", "duel_win_rate": 0.452, "xg_contribution": 0.0888, "shots_in_zone": 2.3, "dribbles_attempted": 3, "dribbles_successful": 1.2, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.4, "pressing_intensity_on_attacker": "ULTRA_HIGH", "defender_stats": [ { "player": "Mateus Fernandes", "role": "CDM", "market_value": 49000000, "tackles_attempted": 2.3, "tackles_won": 1.9, "fouls_committed": 0.4, "interceptions_in_zone": 1.3, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.548 } ], "duel_analysis": "Mamadou Sangare (CAM) is evenly matched against Mateus Fernandes in a direct 1v1 contest. Duel win probability: 45%. Projected xG contribution: 0.089 — with neither side clearly dominant." }, { "attacker": "Dango Ouattara", "attacker_role": "RW", "attacker_market_value": 36000000, "attacker_height": 177, "attacker_skill_quality": 0.758, "defenders": [ "Andy Robertson" ], "defender_roles": [ "LB" ], "def_skill_quality_avg": 0.493, "duel_zone": "Right Wing vs Left Back — Flank Battle", "numerical_situation": "1v1", "duel_win_rate": 0.595, "xg_contribution": 0.3539, "shots_in_zone": 2.2, "dribbles_attempted": 4, "dribbles_successful": 2.1, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 2.4, "fouls_drawn": 1.1, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Andy Robertson", "role": "LB", "market_value": 7500000, "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": 1.0, "defensive_success_rate": 0.405 } ], "duel_analysis": "Dango Ouattara (RW) is slightly favored against Andy Robertson in a direct 1v1 contest. Duel win probability: 60%. The quality gap is significant (€36M vs €8M avg). Projected xG contribution: 0.354 — creating consistent moderate threat." }, { "attacker": "Igor Thiago", "attacker_role": "ST", "attacker_market_value": 68000000, "attacker_height": 191, "attacker_skill_quality": 0.868, "defenders": [ "Marcos Senesi", "Jan Paul van Hecke" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.761, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.266, "xg_contribution": 0.1494, "shots_in_zone": 2.4, "dribbles_attempted": 2, "dribbles_successful": 0.5, "aerial_duels": 3, "aerial_won": 2.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "HIGH", "defender_stats": [ { "player": "Marcos Senesi", "role": "CB", "market_value": 23000000, "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": 0.5, "defensive_success_rate": 0.734 }, { "player": "Jan Paul van Hecke", "role": "CB", "market_value": 65000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.4, "clearances_in_zone": 1.2, "aerial_duels_won": 0.5, "defensive_success_rate": 0.734 } ], "duel_analysis": "Igor Thiago (ST) is heavily outmatched defensively against Marcos Senesi and Jan Paul van Hecke in a 2-defender block. Duel win probability: 27%. The quality gap is significant (€68M vs €44M avg). Projected xG contribution: 0.149 — with very limited chance creation expected." } ], "away_attacking_duels": [ { "attacker": "Richarlison", "attacker_role": "ST", "attacker_market_value": 24000000, "attacker_height": 184, "attacker_skill_quality": 0.669, "defenders": [ "Kristoffer Ajer", "Nathan Collins" ], "defender_roles": [ "CB", "CB" ], "def_skill_quality_avg": 0.689, "duel_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "numerical_situation": "1v2", "duel_win_rate": 0.18, "xg_contribution": 0.0574, "shots_in_zone": 2.0, "dribbles_attempted": 2, "dribbles_successful": 0.3, "aerial_duels": 3, "aerial_won": 1.7, "crosses_in_zone": 0.0, "fouls_drawn": 1.7, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Kristoffer Ajer", "role": "CB", "market_value": 24000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.5, "interceptions_in_zone": 1.1, "clearances_in_zone": 0.9, "aerial_duels_won": 0.6, "defensive_success_rate": 0.82 }, { "player": "Nathan Collins", "role": "CB", "market_value": 29000000, "tackles_attempted": 1.1, "tackles_won": 1.2, "fouls_committed": 0.4, "interceptions_in_zone": 1.1, "clearances_in_zone": 1.0, "aerial_duels_won": 0.6, "defensive_success_rate": 0.82 } ], "duel_analysis": "Richarlison (ST) is heavily outmatched defensively against Kristoffer Ajer and Nathan Collins in a 2-defender block. Duel win probability: 18%. Projected xG contribution: 0.057 — with very limited chance creation expected." }, { "attacker": "Mathys Tel", "attacker_role": "SS", "attacker_market_value": 23000000, "attacker_height": 183, "attacker_skill_quality": 0.66, "defenders": [ "Vitaly Janelt", "Kristoffer Ajer" ], "defender_roles": [ "CDM", "CB" ], "def_skill_quality_avg": 0.632, "duel_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "numerical_situation": "1v2", "duel_win_rate": 0.254, "xg_contribution": 0.028, "shots_in_zone": 1.9, "dribbles_attempted": 3, "dribbles_successful": 0.7, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.6, "pressing_intensity_on_attacker": "MEDIUM", "defender_stats": [ { "player": "Vitaly Janelt", "role": "CDM", "market_value": 16600000, "tackles_attempted": 1.0, "tackles_won": 1.1, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.746 }, { "player": "Kristoffer Ajer", "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": 0.5, "aerial_duels_won": 0.4, "defensive_success_rate": 0.746 } ], "duel_analysis": "Mathys Tel (SS) is heavily outmatched defensively against Vitaly Janelt and Kristoffer Ajer in a 2-defender block. Duel win probability: 25%. Projected xG contribution: 0.028 — with very limited chance creation expected." }, { "attacker": "Mateus Fernandes", "attacker_role": "CDM", "attacker_market_value": 49000000, "attacker_height": 178, "attacker_skill_quality": 0.821, "defenders": [ "Vitaly Janelt" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.596, "duel_zone": "CDM vs CDM", "numerical_situation": "1v1", "duel_win_rate": 0.497, "xg_contribution": 0.1005, "shots_in_zone": 1.1, "dribbles_attempted": 2, "dribbles_successful": 0.9, "aerial_duels": 2, "aerial_won": 1.0, "crosses_in_zone": 0.0, "fouls_drawn": 1.3, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Vitaly Janelt", "role": "CDM", "market_value": 16600000, "tackles_attempted": 2.1, "tackles_won": 1.7, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.5, "aerial_duels_won": 1.0, "defensive_success_rate": 0.503 } ], "duel_analysis": "Mateus Fernandes (CDM) is evenly matched against Vitaly Janelt in a direct 1v1 contest. Duel win probability: 50%. The quality gap is significant (€49M vs €17M avg). Projected xG contribution: 0.100 — with neither side clearly dominant." }, { "attacker": "Sandro Tonali", "attacker_role": "CM", "attacker_market_value": 74000000, "attacker_height": 181, "attacker_skill_quality": 0.876, "defenders": [ "Vitaly Janelt" ], "defender_roles": [ "CDM" ], "def_skill_quality_avg": 0.596, "duel_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "numerical_situation": "1v1", "duel_win_rate": 0.564, "xg_contribution": 0.0528, "shots_in_zone": 1.9, "dribbles_attempted": 3, "dribbles_successful": 1.5, "aerial_duels": 2, "aerial_won": 1.1, "crosses_in_zone": 0.0, "fouls_drawn": 1.2, "pressing_intensity_on_attacker": "LOW", "defender_stats": [ { "player": "Vitaly Janelt", "role": "CDM", "market_value": 16600000, "tackles_attempted": 2.1, "tackles_won": 1.5, "fouls_committed": 0.5, "interceptions_in_zone": 1.0, "clearances_in_zone": 0.5, "aerial_duels_won": 0.9, "defensive_success_rate": 0.436 } ], "duel_analysis": "Sandro Tonali (CM) is slightly favored against Vitaly Janelt in a direct 1v1 contest. Duel win probability: 56%. The quality gap is significant (€74M vs €17M avg). Projected xG contribution: 0.053 — creating consistent moderate threat." } ], "midfield_battle": { "home_midfield_power": 0.733, "away_midfield_power": 0.817, "home_creative_power": 0.717, "away_creative_power": 0.789, "home_defensive_power": 0.632, "away_defensive_power": 0.825, "home_dominance_ratio": 0.473, "home_midfield_count": 5, "away_midfield_count": 4, "home_midfield_players": [ "Kevin Schade", "Vitaly Janelt", "Dango Ouattara", "Mamadou Sangare", "Mathias Jensen" ], "away_midfield_players": [ "Archie Gray", "Sandro Tonali", "Mateus Fernandes", "Conor Gallagher" ], "possession_advantage": "neutral", "estimated_possession_home_pct": 48.7, "estimated_possession_away_pct": 51.3, "home_pressing_actions_per_90": 7.8, "away_pressing_actions_per_90": 8.8, "home_key_passes_projected": 5.8, "away_key_passes_projected": 6.2, "home_throughball_threat": 2.7, "away_throughball_threat": 3.0, "key_personal_duel": "Mamadou Sangare vs Sandro Tonali", "midfield_lambda_factor_home": 0.989, "midfield_lambda_factor_away": 1.014 }, "formation_analysis": { "home_formation": "4-2-3-1", "away_formation": "4-3-2-1", "home_tactical_bonus": 0.01, "away_tactical_bonus": -0.01, "formation_verdict": "Tactical parity between 4-2-3-1 and 4-3-2-1. Match outcome driven primarily by individual player quality." }, "home_lambda": 1.384, "away_lambda": 1.02, "home_top_threat_zones": [ "Left Wing vs Right Back — Flank Battle", "Right Wing vs Left Back — Flank Battle" ], "away_top_threat_zones": [ "CDM vs CDM", "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle" ], "home_player_antagonists": { "Kevin Schade": { "opponents": [ "Archie Gray" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Mamadou Sangare": { "opponents": [ "Mateus Fernandes" ], "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel", "source": "attacking_duel, midfield_pairing" }, "Dango Ouattara": { "opponents": [ "Andy Robertson", "Mateus Fernandes" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "attacking_duel, midfield_pairing" }, "Igor Thiago": { "opponents": [ "Marcos Senesi", "Jan Paul van Hecke" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Kristoffer Ajer": { "opponents": [ "Richarlison", "Mathys Tel" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Nathan Collins": { "opponents": [ "Richarlison" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Vitaly Janelt": { "opponents": [ "Mathys Tel", "Mateus Fernandes", "Sandro Tonali" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "defensive_duel, midfield_pairing" }, "Mathias Jensen": { "opponents": [ "Conor Gallagher" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Caoimhin Kelleher": { "opponents": [ "Mikey Moore", "Richarlison" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Keane Lewis-Potter": { "opponents": [ "Mikey Moore" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Michael Kayode": { "opponents": [ "Mathys Tel" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "away_player_antagonists": { "Archie Gray": { "opponents": [ "Kevin Schade" ], "primary_zone": "Left Wing vs Right Back — Flank Battle", "source": "defensive_duel, midfield_pairing" }, "Mateus Fernandes": { "opponents": [ "Mamadou Sangare", "Vitaly Janelt", "Dango Ouattara" ], "primary_zone": "Attacking Mid vs Single Holding Mid — Space Creator Duel", "source": "defensive_duel, attacking_duel, midfield_pairing" }, "Andy Robertson": { "opponents": [ "Dango Ouattara" ], "primary_zone": "Right Wing vs Left Back — Flank Battle", "source": "defensive_duel" }, "Marcos Senesi": { "opponents": [ "Igor Thiago" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Jan Paul van Hecke": { "opponents": [ "Igor Thiago" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "defensive_duel" }, "Richarlison": { "opponents": [ "Kristoffer Ajer", "Nathan Collins" ], "primary_zone": "Striker vs Two Centre Backs — 1v2 Aerial/Physical Battle", "source": "attacking_duel" }, "Mathys Tel": { "opponents": [ "Vitaly Janelt", "Kristoffer Ajer" ], "primary_zone": "Shadow Striker vs CDM + CB — Zone 14 Battle", "source": "attacking_duel" }, "Sandro Tonali": { "opponents": [ "Vitaly Janelt" ], "primary_zone": "Central Mid vs Defensive Mid — Pressing/Creation Duel", "source": "attacking_duel, midfield_pairing" }, "Conor Gallagher": { "opponents": [ "Mathias Jensen" ], "primary_zone": "Midfield lane", "source": "midfield_pairing" }, "Antonín Kinský": { "opponents": [ "Igor Thiago", "Mamadou Sangare" ], "primary_zone": "Shape fallback", "source": "formation_fallback" }, "Mikey Moore": { "opponents": [ "Michael Kayode", "Keane Lewis-Potter" ], "primary_zone": "Shape fallback", "source": "formation_fallback" } }, "key_tactical_insight": "Midfield is evenly contested — Mamadou Sangare vs Sandro Tonali will be the pivotal duel. Total antagonist xG — Home: 0.97, Away: 0.24. Home danger zone: Left Wing vs Right Back — Flank Battle. Away danger zone: CDM vs CDM.", "lambda_factors": { "home_gk_opposition_factor": 0.9494, "away_gk_opposition_factor": 0.9123, "home_set_piece_bonus": 0.18, "away_set_piece_bonus": 0.0597, "home_defensive_solidity_vs": 0.9367, "away_defensive_solidity_vs": 0.9035, "home_midfield_factor": 0.989, "away_midfield_factor": 1.014, "stage_discount": 1.0, "quality_gap_applied": false, "home_avg_quality": 0.7105, "away_avg_quality": 0.7126, "avg_quality_gap": -0.002, "squad_value_gap_log": -0.0782, "top5_value_gap_log": -0.1428, "attack_value_gap_log": -0.1988, "elite_count_gap": -2, "combined_quality_gap": -0.0423, "stronger_lambda_boost": 0.0, "weaker_lambda_suppression": 0.0, "home_bench_lambda_bonus": 0.0493, "away_bench_lambda_bonus": 0.204, "home_bench_players_modelled": 7, "away_bench_players_modelled": 7, "mismatch_score_pressure_applied": false, "competitive_underdog_floor_applied": true, "competitive_underdog_floor": 1.02, "pre_competitive_floor_home_lambda": 1.384, "pre_competitive_floor_away_lambda": 0.804, "pre_calibration_home_lambda": 1.3843, "pre_calibration_away_lambda": 0.804, "competition_calibration_applied": false, "competition_calibration_reason": "no_sofascore_matches_data", "competition_calibration_samples": 0, "competition_observed_total_goals": 0.0, "competition_calibration_scale": 1.0, "neutral_share_preserved": false, "final_home_lambda": 1.384, "final_away_lambda": 1.02 } }, "home_standing": { "available": true, "team_position": 4, "opponent_position": 20, "standing_lambda_multiplier": 1.0, "attack_index": 1.0, "defense_concede_index": 1.0, "form_multiplier": 1.0, "team_attack_rate_contextual": 0.0, "opp_defense_rate_contextual": 0.0, "team_ppg": 0.0, "opponent_ppg": 0.0 }, "away_standing": { "available": true, "team_position": 20, "opponent_position": 4, "standing_lambda_multiplier": 1.0, "attack_index": 1.0, "defense_concede_index": 1.0, "form_multiplier": 1.0, "team_attack_rate_contextual": 0.0, "opp_defense_rate_contextual": 0.0, "team_ppg": 0.0, "opponent_ppg": 0.0 }, "timestamp": "2026-08-22T13:31:51Z" }