"It depends" is the honest answer to "how much does software cost," but it's not a useful one. This guide breaks down exactly what it depends on, so you can go into a scoping conversation with realistic expectations instead of anchoring on a number from a blog post that assumed nothing like your actual project.
The Five Biggest Cost Drivers
- User roles & permissions — a single-user app is far cheaper than one with admins, teams, and granular access control.
- Real-time features — live updates, chat, or collaborative editing add meaningful backend complexity over standard request/response.
- Third-party integrations — payments, CRM sync, external APIs each add both build time and ongoing maintenance cost.
- Data volume & reporting complexity — apps built around heavy analytics or reporting need more careful database design and query optimization.
- Compliance requirements — HIPAA, SOC 2, PCI-DSS, or similar add both engineering overhead and process cost (audits, documentation).
Rough Ranges by Project Complexity
These are directional, not quotes — get a real scoping conversation before budgeting against any number, including this one.
- Simple MVP (single user role, one or two core flows, minimal integrations) — typically the lowest tier, buildable in 6-12 weeks with a small dedicated team.
- Mid-complexity product (multiple roles, several integrations, standard reporting) — a meaningfully larger investment, typically 3-6 months.
- Complex/enterprise system (compliance requirements, heavy integrations, real-time features, high data volume) — the largest tier, often 6+ months and ongoing.
The Cost Driver Everyone Underestimates
Third-party integrations are consistently the most underestimated line item. Each integration doesn't just cost build time — it costs ongoing maintenance as the external API changes, adds a new point of failure to monitor, and often reveals edge cases (rate limits, inconsistent data formats, downtime) only after you're already in production. Budget integration work generously, and budget time for maintaining it after launch, not just building it once.
“The projects that blow their budget rarely do it on the features in the original scope document — they do it on the integrations and edge cases nobody scoped.”
Fixed Price vs. Time & Materials: How Pricing Model Affects Risk
A fixed-price quote shifts scope risk onto the vendor, which is why vendors price in a buffer for that risk — expect a fixed-price quote to run higher than a well-managed time-and-materials engagement for the same actual work, because you're paying for certainty. Time & materials is typically cheaper if requirements are reasonably well understood and you can provide active oversight, but it shifts scope risk back onto you if requirements are genuinely unclear going in.
How to Get an Accurate Estimate, Not a Guess
- Bring a written scope document, even a rough one — vague requirements produce vague (and usually low-anchored) estimates.
- Get quotes from at least 3 vendors with the same scope so you're comparing like for like, not different assumptions.
- Ask what's explicitly excluded from the quote — the gaps are often where budget overruns come from later.
- Ask how the vendor handles scope changes mid-project, and get that process in writing before you start.
Want a real estimate, not a guess?
Manbal.Ai scopes every project before quoting — talk to us about your requirements and get a number grounded in your actual scope.
Book a Free CallSee our full-stack engineering services or read our guide on building an MVP if you're scoping a first version.



