# How much does an AI SaaS MVP cost?

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

An AI SaaS MVP typically costs about $4,000. Half of the 7,123 priced job posts we tracked fall between $870 and $10,000, and one in ten reaches $25,200 or more.

## Key facts

- Typical cost: $4,000, with the middle half of posts between $870 and $10,000.
- 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 $500, against $18,000 for over six months.
- Fixed-price median $500; hourly estimate median $7,200.
- Hourly rates mostly run from $20 to $39 an hour.
- Most requested skills: Python, JavaScript and Artificial Intelligence.

## 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.

- 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

## What drives the cost

Work expected to take under a month has a median of $500, against $18,000 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 $500, while hourly posts work out at $7,200 on our estimate: 14 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 | $500 | 1,026 |
| 1 to 3 months | $3,500 | 3,845 |
| 3 to 6 months | $12,600 | 805 |
| Over 6 months | $18,000 | 1,443 |

| Seniority requested | Median cost | Priced posts |
| --- | --- | --- |
| Entry level | $1,000 | 204 |
| Intermediate | $3,200 | 3,638 |
| Expert | $5,600 | 3,279 |

- 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

## Breakdown

| Industry | Median cost | Middle half | Priced posts |
| --- | --- | --- | --- |
| SaaS | $4,000 | $1,200–$12,400 | 1,008 |
| E-commerce | $3,150 | $780–$9,600 | 238 |
| Healthcare | $4,700 | $1,000–$12,700 | 179 |
| Education | $3,000 | $810–$6,300 | 114 |
| Real estate | $3,600 | $1,000–$7,200 | 101 |
| Financial services | $5,750 | $1,100–$14,400 | 78 |
| Marketing agency | $8,000 | $2,000–$17,750 | 71 |
| Travel | $3,350 | $700–$7,200 | 51 |
| Legal | $4,150 | $2,000–$7,650 | 50 |
| Fitness and wellness | $3,000 | $870–$8,000 | 35 |
| Construction | $4,000 | $2,000–$12,000 | 30 |
| Restaurants and hospitality | $2,550 | $610–$10,650 | 12 |

## Skills and rates

The skills named most often in these posts are Python (34%), JavaScript (29%), Artificial Intelligence (25%) and React (21%). 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 $20 to $39 an hour, the middle half of posted rates. The median top of the range is $40 an hour across 4,169 hourly posts. These are rates in the open freelance market: agencies and in-house teams usually cost more.

## Who is buying

45% of posts ask for expert-level talent. Buyers are most often based in the United States and the United Kingdom, with 43% in the United States. Among posts that state a company size, 94% come from companies of up to 10 people. A typical post draws about 17 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 cost?

An AI SaaS MVP typically costs about $4,000. Half of the 7,123 priced job posts we tracked fall between $870 and $10,000, and one in ten reaches $25,200 or more. That is 60% above the $2,500 median across all AI builds we track.

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

18% of posts expect the work done in under a month, 52% in one to three months and 30% over a longer stretch. Work expected to take under a month has a median of $500, against $18,000 for over six months.

### Why do estimates vary so much?

Fixed-price posts state a median of $500, while hourly posts work out at $7,200 on our estimate: 14 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 $20 to $39 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 Python, JavaScript, Artificial Intelligence and React.

### Do I need an expert?

Posts asking for expert-level talent have a median of $5,600, 1.8 times the $3,200 for intermediate talent. 45% of posts ask for experts.

### Where do these numbers come from?

From 7,123 public job posts published between December 2025 and November 2026: 2,959 fixed budgets as stated and 4,164 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: what it costs." Published by VIZIO AI. Updated 2026-11-04. https://aibuildindex.com/cost/ai-saas-mvp

Method: https://aibuildindex.com/methodology