Officers were called to the A308 Staines Bypass shortly before 2am.
Two people have been taken to hospital for treatment to life-threatening injuries and remain in a stable condition.
Surrey police are appealing for anyone who witnessed the collision, or with any information, including dashcam and helmet cam footage.