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.
Band: 25th to 75th percentile of fixed budgets and hourly estimates. Line: median.
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 the build 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.
A typical scope
- 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 |
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.
| Seniority requested | Median cost | Priced posts |
|---|---|---|
| Entry level | $1,000 | 204 |
| Intermediate | $3,200 | 3,638 |
| Expert | $5,600 | 3,279 |
What moves the price most
- 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
Cost by industry
Marketing agency has the highest median here at $8,000, and restaurants and hospitality the lowest at $2,550.
| 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 hourly 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
Where the demand is
The countries with the most buyers for this build. Each page shows how that market compares.
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.
About this data
These figures come from 7,123 public job posts published between December 2025 and November 2026: 2,959 fixed budgets as stated, and 4,164 hourly posts costed from their rate, expected length and assumed hours. They show what buyers offered, not signed contract prices, and hourly figures assume the work runs its full length. Read the method
Cite this page. 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
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