What Actually Drives Custom Software Development Cost
The single largest cost driver is never the technology stack — it remains unclear scope. Every ambiguity in the specification turns into a buffer inside the number you receive. A vendor that has no visibility into what happens on the unhappy path has to assume the worst. Putting two weeks into requirements work often reduces the total much more than haggling over hourly rates.
Connections to other systems are the second big multiplier. A form that saves data is low risk; the same feature talking to an old accounting system is another matter entirely. The unknown lives in the other system: rate limits and sandbox access, long certification processes, inconsistent data. Ask any vendor to price integrations separately, because this is the usual source of overruns.
Non-functional requirements quietly rewrite the number. An internal tool used by a handful of staff has almost nothing in common with the same feature set serving a hundred thousand users. Audit and compliance requirements, availability guarantees, scalability, traceability and localisation all add measurable effort. Put them in the brief or expect them priced as extras.
The team you are quoted matters a great deal. An hourly rate says almost nothing on its own: a senior docker consulting services engineer at a premium rate can be cheaper overall than two inexperienced hire apache http server developers who need supervision and rework. Check too which roles are billed: coordination, quality assurance, release engineering and UX design are real work, but they must be itemised.
The quoted figure is never what you will actually spend. Expect hosting, subscriptions and licences, monitoring and a change budget annually. A useful planning figure holds that any production system needs a recurring percentage of the original budget per year in fixes, updates and seo agency for software factory small changes. Leaving it out of the budget remains the most common budgeting mistake.