Welcome to the comma.ai leaderboard! These challenges are designed around real problems encountered while building and shipping openpilot. Participants who perform well may be considered for employment. Solutions can be submitted multiple times, with non-competitive scores not being published. A cash prize winner is denoted by a crown emoji, and employees or interns are indicated by a comma icon. Active challenges remain difficult, while archived challenges are mostly solved problems.