# How much does an AI SaaS MVP for SaaS companies cost?

_The AI Build Index, published by VIZIO AI. Updated 2026-11-04. USD._

An AI SaaS MVP for SaaS companies typically costs about $4,000. Half of the 1,008 priced job posts we tracked fall between $1,200 and $12,400, and one in ten reaches $26,400 or more.

## Key facts

- Typical cost: $4,000, with the middle half of posts between $1,200 and $12,400.
- That is 60% above the $2,500 median across all AI builds we track.
- Work expected to take under a month has a median of $670, against $15,850 for over six months.
- Fixed-price median $1,000; hourly estimate median $8,800.
- Hourly rates mostly run from $22 to $40 an hour.
- Most requested skills: React, JavaScript and Node.js.

## What it includes

An AI SaaS MVP is the first usable version of a software product whose main feature depends on a language model or other AI, built to test whether people will pay for it.

SaaS teams usually add AI inside a product customers already pay for, so the work centres on product integration, multi-tenant data separation and keeping model costs inside the margin of each plan.

- Sign-up, accounts and billing
- The core AI workflow, including prompts and model calls
- A web interface for the main user journey
- A database and storage for user data
- Usage limits and basic monitoring of model costs

## Systems it usually connects to

- The product's own API and database
- Stripe or another billing system
- Support tools such as Intercom or Zendesk
- Product analytics

## What drives the cost

Work expected to take under a month has a median of $670, against $15,850 for over six months. Part of that gap is built in, because hourly estimates are calculated from expected length. Fixed-price posts state a median of $1,000, while hourly posts work out at $8,800 on our estimate: 8.8 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work.

| Expected length | Median cost | Priced posts |
| --- | --- | --- |
| Under 1 month | $670 | 136 |
| 1 to 3 months | $3,600 | 504 |
| 3 to 6 months | $15,000 | 155 |
| Over 6 months | $15,850 | 213 |

| Seniority requested | Median cost | Priced posts |
| --- | --- | --- |
| Entry level | $800 | 19 |
| Intermediate | $3,150 | 436 |
| Expert | $6,400 | 553 |

- How many user roles and workflows the first version includes
- Whether the AI needs your own data, which adds retrieval or fine-tuning
- Whether billing, teams and permissions ship now or later

## Skills and rates

The skills named most often in these posts are React (41%), JavaScript (36%), Node.js (34%) and Python (31%). Read this as the working stack for this kind of build, and as a checklist when assessing who should do it.

Hourly posts for this work typically offer $22 to $40 an hour, the middle half of posted rates. The median top of the range is $40 an hour across 576 hourly posts. These are rates in the open freelance market: agencies and in-house teams usually cost more.

## Who is buying

52% of posts ask for expert-level talent. Buyers are most often based in the United States, the United Kingdom and India, with 40% in the United States. Among posts that state a company size, 96% come from companies of up to 10 people. A typical post draws about 23 applicants.

## What to check before you commit

- Agree the one workflow the MVP must prove, and leave the rest out
- Estimate model cost per user before setting a price
- Confirm you own the code, accounts and prompts from day one

## Frequently asked questions

### How much does an AI SaaS MVP for SaaS companies cost?

An AI SaaS MVP for SaaS companies typically costs about $4,000. Half of the 1,008 priced job posts we tracked fall between $1,200 and $12,400, and one in ten reaches $26,400 or more. That is 60% above the $2,500 median across all AI builds we track.

### How long does an AI SaaS MVP for SaaS companies take?

18% of posts expect the work done in under a month, 48% in one to three months and 34% over a longer stretch. Work expected to take under a month has a median of $670, against $15,850 for over six months.

### Why do estimates vary so much?

Fixed-price posts state a median of $1,000, while hourly posts work out at $8,800 on our estimate: 8.8 times as much. One likely reason is that fixed budgets tend to cover a small first step, while hourly posts describe sustained work. Scope matters most: how many user roles and workflows the first version includes and whether the AI needs your own data, which adds retrieval or fine-tuning move the price the most.

### What hourly rate should I expect?

Most hourly posts offer $22 to $40 an hour, with a median top rate of $40. Agencies and in-house specialists usually charge more than the open freelance market.

### What skills does this work need?

Posts most often ask for React, JavaScript, Node.js and Python.

### Do I need an expert?

Posts asking for expert-level talent have a median of $6,400, 2.0 times the $3,150 for intermediate talent. 52% of posts ask for experts.

### Does the industry change the price?

For SaaS companies, the median of $4,000 is in line with the $4,000 median for AI SaaS MVP across all industries. SaaS teams usually add AI inside a product customers already pay for, so the work centres on product integration, multi-tenant data separation and keeping model costs inside the margin of each plan.

### Where do these numbers come from?

From 1,008 public job posts published between December 2025 and November 2026: 432 fixed budgets as stated and 576 hourly posts we costed from their rate, expected length and assumed hours. They are what buyers offered, not signed contract prices.

## Source

The AI Build Index. "AI SaaS MVP for SaaS: what it costs." Published by VIZIO AI. Updated 2026-11-04. https://aibuildindex.com/cost/ai-saas-mvp-for-saas

Method: https://aibuildindex.com/methodology