A process represents a program in execution and goes through various states like new, ready, run, and terminate. It has a minimum of 4 states. A thread is a path of execution within a process and provides parallelism by dividing a process into multiple threads. Threads share resources like memory and code with peer threads but have their own program counters and stacks. Threads provide improved performance over processes as they have lower overhead and faster context switching.