The 10^8 Rule of Thumb
Map operation counts to the time limit.
The Magic Budget
A typical online judge runs about 10^8 simple operations per second. That number is your spending budget for the whole program. 💡
From Steps to Seconds
Multiply your operation count by the work per step, then compare to the time limit. If steps fit in the budget, you likely pass.