The general rule of thumb is to choose the deduction method that results in a lower taxable income, which means a lower tax bill. You should itemize if your total itemized deductions exceed your standard deduction amount.
If your itemized deductions are less than or equal to your standard deduction, it's usually more beneficial to take the standard deduction, as it's simpler and often provides a larger deduction.