Big-O Complexity

Two programs both solve your problem. One handles a thousand items instantly and a million items in a blink; the other handles ten items instantly but would take longer than the age of the universe on fifty. The difference is not the speed of the computer — it is how the work grows with the input. Big-O notation is the language for that growth, and it is the single most important idea in computer science for predicting what is possible.