Just my personal and highly unprofessional opinion: If your employer matches any portion of your contribution, you are making money. Additionally, 401K contributions are pre-tax (with the assumption you’ll pay taxes at a lower rate when you withdraw them) and will reduce your current taxable income.
That’s my measure, too.