THE FINALS TEAM BUILDER

Player Skill Score Formula

// Calculate composite skill score for each player
function calculateSkillScore(stats) {
  const kd = stats.eliminations / stats.deaths;
  const winRate = stats.wins / stats.matches;
  const avgDamage = stats.damage / stats.matches;
  const avgCashout = stats.cashout / stats.matches;
  
  // Normalize each metric (0-100 scale)
  const kdScore = Math.min(kd * 50, 100);  // KD of 2.0 = 100
  const winScore = winRate * 100;          // Direct percentage
  const damageScore = Math.min(avgDamage / 2000 * 100, 100);  // 2000 avg = 100
  const cashoutScore = Math.min(avgCashout / 25000 * 100, 100); // 25k avg = 100
  
  // Weighted average
  return (kdScore * 0.3) + (winScore * 0.3) + (damageScore * 0.25) + (cashoutScore * 0.15);
}

Team Building Algorithm

// Snake draft approach for balanced teams
function buildBalancedTeams(players, teamCount) {
  // Sort players by skill score
  players.sort((a, b) => b.skillScore - a.skillScore);
  
  // Initialize teams
  const teams = Array(teamCount).fill().map(() => []);
  
  // Snake draft distribution
  players.forEach((player, index) => {
    const round = Math.floor(index / teamCount);
    const position = index % teamCount;
    
    // Reverse order every other round
    const teamIndex = round % 2 === 0 ? position : teamCount - 1 - position;
    teams[teamIndex].push(player);
  });
  
  return teams;
}