Software development pricing has changed significantly over the last two years. AI tooling has compressed timelines, which has compressed costs — but the market has also filled with agencies that use “AI-powered” as a marketing label without actually changing their workflows or their prices.
Here’s a transparent breakdown of what AI software development should cost in 2026, what drives the differences, and how to evaluate whether a quote is credible.
The short version
AI-assisted development at a quality agency typically costs 40–60% less than traditional agency development for equivalent scope, because the same deliverable takes less time to build. You should not pay traditional-development prices to an agency claiming AI-powered delivery.
How to think about pricing models
Development agencies typically price in one of four ways:
Time and materials (T&M): You pay an hourly or daily rate. Cost is variable. This works when scope is genuinely uncertain.
Fixed price: You pay an agreed amount for an agreed scope. Cost is predictable. This requires a clearly defined spec and carries risk of scope disputes.
Monthly retainer: You pay a fixed monthly amount for a set capacity. This works well for ongoing development and iteration after an initial build.
Value-based pricing: Less common, but some agencies price based on the value delivered (e.g., percentage of savings generated). This aligns incentives but is harder to structure cleanly.
For an MVP or defined project, fixed price is usually the right model — it aligns incentives and gives you cost certainty. For ongoing development, a retainer makes more sense.
Typical price ranges in 2026
These are realistic ranges based on Goa/India-based AI development teams with genuine AI-first workflows. European and US agency prices are 2–4x higher for equivalent quality.
Web applications and SaaS MVPs
| Project type | Scope indicators | Price range (USD) |
|---|---|---|
| Simple web app | 5–10 screens, basic CRUD, auth | $8,000–$18,000 |
| Standard SaaS MVP | 15–25 screens, user roles, integrations | $20,000–$45,000 |
| Complex web application | 25+ screens, real-time features, external APIs | $40,000–$90,000 |
Timeline: 4–12 weeks depending on scope.
Mobile applications
| Project type | Scope indicators | Price range (USD) |
|---|---|---|
| Cross-platform MVP (React Native/Flutter) | Core features, no custom hardware | $15,000–$35,000 |
| Standard mobile app | Full feature set, backend integration | $25,000–$60,000 |
| Complex mobile app | Custom UI, hardware integration, offline mode | $50,000–$120,000 |
Timeline: 6–16 weeks depending on scope.
API development and backend services
| Project type | Scope indicators | Price range (USD) |
|---|---|---|
| REST API (simple) | 10–15 endpoints, standard CRUD | $5,000–$12,000 |
| REST API (standard) | 20–40 endpoints, auth, third-party integrations | $12,000–$25,000 |
| Microservices / complex backend | Multiple services, event streaming, complex logic | $25,000–$80,000 |
Timeline: 1–8 weeks depending on scope.
Website and landing page development
| Project type | Scope indicators | Price range (USD) |
|---|---|---|
| Marketing landing page | 5–10 pages, CMS | $3,000–$8,000 |
| Full website rebuild | 10–20 pages, custom design | $8,000–$20,000 |
| E-commerce site | Product catalogue, checkout, payment integration | $15,000–$40,000 |
Timeline: 1–6 weeks depending on scope.
What drives the differences within these ranges
Complexity of business logic. A to-do app has simple logic. A logistics management platform has complex rules. More complexity requires more engineering judgment, which doesn’t compress as much with AI tooling.
Number and type of integrations. Each third-party integration (payment processor, analytics, CRM, external API) adds development and testing time. The work is predictable but it’s real work.
Design requirements. Commodity UI components are fast to build. Custom, polished UI with specific interaction requirements is slower and typically involves a dedicated design phase.
Security and compliance requirements. Healthcare, finance, and legal applications have higher baseline requirements around data handling, audit logging, and compliance documentation. This adds cost.
Team timezone and communication overhead. Projects with fast feedback loops cost less in time and therefore money. Slow client feedback or multiple revision rounds add to the final cost.
Developer seniority. Junior developers cost less per hour. But for a fixed-price project, the senior developer is often cheaper overall because they make fewer mistakes and require less time to complete the same scope.
Red flags in development quotes
Quote with no discovery process. If an agency gives you a fixed price without thoroughly understanding your requirements, either the scope is vague enough that they can change it later, or the number is a guess. Neither is good.
Suspiciously low price for complex scope. Below-market prices typically mean offshore juniors, poor QA, technical debt, or overpromising. The cheapest project almost never stays cheap once the hidden costs appear.
Hourly rates dramatically below market. For senior developers with real AI tooling: $25–60/hour is market rate for quality Indian agencies. Below $20/hour for complex work is a quality signal.
No mention of testing, documentation, or handover. If the quote doesn’t specify what QA process applies or what documentation is delivered with the code, these are absent from the scope.
Vague AI claims without specifics. “AI-powered development” without specifics about what tools are used and how is marketing, not delivery differentiation.
How to evaluate competing quotes
When comparing quotes from multiple agencies:
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Verify scope comparability. Are they quoting the same features? Ask each agency to specify what’s included and what’s excluded.
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Ask for recent client references in similar project types. Not references in general — references who commissioned similar scope at similar timeline.
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Request a code sample from a recent project. A credible agency lets you review a codebase. This tells you more about quality than any portfolio.
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Understand the revision and change order policy. For a fixed-price project, how are changes to scope handled? Is there a process for this or is it ad hoc?
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Ask who specifically will work on your project. Agencies often present senior staff in sales conversations while juniors do the actual work.
Ongoing costs after the initial build
Software requires maintenance. This is separate from the initial build cost and often under-estimated.
For a typical web application after initial delivery:
- Hosting and infrastructure: $20–$200/month depending on usage
- Security updates and dependency maintenance: 2–4 hours/month
- Bug fixes: Varies, but budget 5–10% of initial build cost per year
- Feature development: Whatever your roadmap requires
Most clients at Kodework move to a monthly retainer for ongoing development after the initial build. This is typically more efficient than commissioning individual projects — you have consistent capacity available for iteration and maintenance.
If you want a detailed estimate for your specific project, view our pricing page or get in touch with your requirements. We’ll provide a transparent, fixed-scope estimate after a 30-minute discovery call.