I keep seeing people buy hardware blind then eat 3-year colo contracts they can't escape. Here's my system for testing before committing.
- Identify your workload: CPU-bound, RAM-bound, or IO-bound
- Rent equivalent dedi for 30 days minimum (pro tip: use monthly, never hourly for this)
- Run your actual stack with realistic data
- Measure: sustained load, peak spikes, actual disk patterns
- Heads up: most people overprovision CPU and underprovision RAM
I did this for my analytics pipeline. Rented first. Math said colo breaks even at month 14. So I bought hardware, signed 2-year contract, felt smart.
Then my workload changed. Now I need 40% more RAM. Break-even moved to month 22. Should have rented longer. The numbers don't care about your feelings.