38 firm listings read september 2026
AI MVP development and what MVP development companies charge to build one
We opened seven MVP development companies and three industry directories looking for a price. One vendor published cost bands, then disclaimed them on the same page. So we took the billing rates that do exist, multiplied them by the published effort benchmark, and worked out what an MVP quote is really made of.
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the short answer
AI MVP development is quoted as a price and priced as rate times hours. The published effort benchmark for an MVP is 400 to 1,000 hours over three to four months. Applied to the billing bands firms are actually listed at, that produces $3,200 at the bottom and $150,000 at the top, a 47 times spread on the same nominal deliverable, which is why two quotes for one product can look unrelated. Vendors themselves publish almost nothing: of seven MVP development companies read directly, one published a cost band and disclaimed it in the same breath, and in a directory of eighteen AI MVP development companies, zero published a rate, a minimum or a timeline. The number that decides delivery location is the US median software developer wage of $64.44 an hour: a firm passing 60 percent of billings to engineering has to bill roughly $107 an hour to pay it, and nine of ten firms in a directory titled best MVP development companies in the USA bill $25 to $49. And the in-house alternative loses on the calendar, not the invoice, because at a median 42 days to offer plus 14 to 21 days to start your first hire writes code in week eight or nine, by which point a contracted MVP is nearly due.
The audit
What MVP development companies publish on their own sites
Ranking these firms one to seven would be invented precision, because no outsider can measure their delivery quality. What is checkable is what each one prints on its own site. Every cell below was read directly in September 2026. Where a page returned an error to automated reading we say so rather than guess.
| Company | Price published | What it says | Timeline stated | Location disclosed |
|---|---|---|---|---|
| ScienceSoft | Yes, then disclaimed | Custom MVP $40,000 to $300,000+, mobile $40,000 to $120,000, web portal $80,000 to $160,000, SaaS $120,000 to $300,000. States on the same page that these are not its official pricing and every project is estimated individually | 2 weeks to 8 months | Texas, USA |
| CMARIX | No | AI MVP page routes every pricing question to a contact form | None | Headquarters Ahmedabad India, plus Temecula CA, Brampton ON, Bryanston, Oberhausen and Aberdeen addresses |
| LeewayHertz | No | No rate, band or minimum on the page read | None | Not stated on the page; footer names The Hackett Group as parent following acquisition |
| Biz4Group | No | A get a free estimation button, no figures anywhere on the AI MVP page | None | Headquarters Orlando FL plus a Bay Area CA office; engineering location not stated |
| MVP.dev | No | No price on its own site. A third party directory lists it at $1,995 a week, which the company does not print itself | One case study at 6 weeks | Palm Beach Gardens FL and San Pedro CA on its own site; a directory lists it as Philippines |
| Netguru | No | Says costs vary by complexity and offers customized quotes | Within 12 weeks, one case at 5 weeks | Poznan, Poland |
| Rootstrap | Page did not resolve | MVP services URL returned a 404 to automated reading | Not read | A directory lists Beverly Hills USA |
Two things stand out. The one firm that publishes numbers attaches a disclaimer to them on the same page, which tells you how little the category trusts its own bands. And the only vendor with a public weekly price does not publish it: a directory does, and the same directory places its team on a different continent from the two US offices the company lists itself. We report both and recommend you ask. That gap between the address on the website and the location of the engineering is the same pattern we found when we audited AI development companies in the USA.
The rate card
The only public numbers come from directories, not vendors
Because vendors publish so little, almost every figure a buyer sees originates in a third party listing. Those listings use wide banded rates. Below are the bands attached to the firms across the three roundups we read, including one titled best MVP development companies in the USA and one covering eighteen AI MVP specialists.
| Listed billing band | Firms listed at it | Stated minimum, where given |
|---|---|---|
| $8 to $24 an hour | RocketDevs | None stated |
| $25 to $49 an hour | Upsilon, Techling, Bytes Technolab, Empat, Konstant Infosolutions, Nimble AppGenie, Hyperlocal Cloud, Agicent, AgileEngine, MVP.dev | MVP.dev listed at $1,995 a week |
| $50 to $99 an hour | Biz4Group, Helpware Tech, ScienceSoft, N-iX, Devox Software, Netguru, BairesDev, Rootstrap | Helpware $10,000, ScienceSoft $40,000 |
| $70 to $150 an hour | Intellectsoft | None stated |
| No band published at all | All 18 firms in the AI MVP specialist roundup | None, and no team size or timeline either |
Note what the bands are: a $25 to $49 listing is a 2 times spread before anyone has discussed scope, and the two firms that publish a floor disagree about it by 4 times, at $10,000 against $40,000. The directory of eighteen AI MVP development companies publishes no number of any kind, which makes it a list of names rather than a comparison. Its locations are informative though: six of the eighteen are in Poland, two in India, two in Estonia, two in the UK, two give a US address and four state no location at all.
The conversion
Rate times hours, which is the only MVP price that exists
One roundup gives the effort benchmark the whole category runs on: an MVP is a three to four month timeline at 400 to 1,000 hours. That single number turns incomparable quotes into comparable ones. Multiply it by the bands above and the real span of an MVP appears.
| Billing band | 400 hours (lean) | 700 hours (midpoint) | 1,000 hours (full) |
|---|---|---|---|
| $8 to $24 | $3,200 to $9,600 | $5,600 to $16,800 | $8,000 to $24,000 |
| $25 to $49 | $10,000 to $19,600 | $17,500 to $34,300 | $25,000 to $49,000 |
| $50 to $99 | $20,000 to $39,600 | $35,000 to $69,300 | $50,000 to $99,000 |
| $70 to $150 | $28,000 to $60,000 | $49,000 to $105,000 | $70,000 to $150,000 |
The honest span is $3,200 to $150,000, a factor of 47, and every cell in it is a defensible quote for something a vendor would call an MVP. That is the actual reason MVP pricing feels unknowable. It also exposes a contradiction inside a single article: the roundup that recommends nine firms at $25 to $49 an hour, and states 400 to 1,000 hours, also tells readers a simple MVP costs $30,000 to $50,000. At its own rates that band buys 612 to 2,000 hours, up to double the maximum effort it just quoted. The rate card and the price band disagree by 2 times without leaving the page.
The practical consequence for a buyer is simple. Negotiating the hourly rate moves your price a little. Pinning the hours moves it by a factor of two and a half within any single band. Ask for the hours estimate in writing first, then talk about rate.
The wage floor
The arithmetic test for whether an American dev shop is American
The Bureau of Labor Statistics puts the median annual wage for software developers at $135,980 as of May 2025, which is $64.44 an hour. A firm's billing rate has to cover that wage plus payroll taxes, benefits, non-billable time, project management, QA, sales, overhead and margin. So you can work backwards from any billing rate to the most it could possibly be paying an engineer.
| Share of billings reaching engineering | Billing rate needed to pay the US median of $64.44 | What a $25 to $49 band can pay at that share |
|---|---|---|
| 50 percent (typical agency gross margin) | about $129 an hour | $12.50 to $24.50 an hour |
| 60 percent | about $107 an hour | $15.00 to $29.40 an hour |
| 70 percent (implausibly lean) | about $92 an hour | $17.50 to $34.30 an hour |
Read the middle row against the rate card. Nine of the ten firms in a roundup titled best MVP development companies in the USA are listed at $25 to $49 an hour, and one at $8 to $24. Under the most generous pass-through assumption on the table, those rates fund engineering labor at $15.00 to $34.30 an hour, against a US median of $64.44. The conclusion is arithmetic rather than accusation: those billing rates cannot be paying US median software developers, whatever address appears in the footer. Even the $50 to $99 band only clears the bar at its very top.
None of that means offshore delivery is the wrong choice for an MVP. It frequently is the right one, and plenty of excellent engineering happens at those rates. It means you should know which you are buying before you sign, price the timezone overlap into your own week, and stop treating a US street address as evidence. Ask one question in writing: in which country will the people committing code be sitting?
The crossover
Hiring in-house does not lose on cost, it loses on the calendar
Most build versus buy comparisons argue about salary against invoice. For a first MVP that is the wrong axis, because the binding constraint is the number of weeks before anything exists. Put the published hiring benchmarks next to the published delivery commitments and the decision resolves itself.
| Route | Time before code is written | Source of the number |
|---|---|---|
| Hire one US engineer, median case | 56 to 63 days, week 8 to 9 | 42 days median from opening to offer acceptance, plus 14 to 21 days from offer to start date |
| Hire one senior or staff engineer | 74 to 111 days, week 11 to 16 | Senior and staff searches reported at 60 to 90 plus days to offer, plus the same start date lag |
| Contract a simple MVP | Day one, delivery week 6 to 8 | Published simple product window of 6 to 8 weeks |
| Contract a standard MVP | Day one, delivery week 8 to 12 | Published commitments of 8 to 12 weeks, 12 weeks or less, and within 12 weeks |
On the median, your first in-house engineer opens an editor in week eight or nine. A contracted simple MVP is already delivered by then, and a standard one is two thirds built. If the role you actually need is senior, which for an AI MVP it usually is, the agency has shipped before your candidate signs. You spend the entire MVP window recruiting and have nothing to show a customer at the end of it.
That is the specific leg worth attacking. The 42 days is sourcing, screening and scheduling, not building, and it is the part a marketplace of already vetted builders removes. Describe the MVP once and BotGigs returns a scoped brief with matched AI developers and their rates, so the comparison you make in week one is between named people rather than between a job posting and a sales call. What that costs is set out on our cost to hire an AI developer page, and if the build is agent shaped rather than app shaped, the equivalent audit lives on AI agent development company pricing.
Scope
What is included in MVP development services, and what is not
Two quotes at the same hours and the same rate can still differ by 40 percent, because the line around the word MVP moves. These are the seven items that most often sit outside it. Ask about each one explicitly, in writing, before you compare totals.
Model evaluation
For an AI MVP this is the difference between a demo and a product. Someone has to build the test set that proves the model does the job on your data, and rerun it every time a prompt changes. It is real engineering time and it is regularly missing from the quote.
The inference bill
Almost never inside the build price, and unlike hosting it scales with usage. Model spend is an operating cost that starts the week you launch and keeps billing, so budget it separately from the build and instrument it from day one.
Production monitoring
Uptime checks, error tracking, alerting and log retention. A build handover without these means the first person to learn your MVP is down will be a customer, which for a product still proving itself is the expensive way to find out.
Security review
Authentication, secrets handling, dependency scanning and, for anything touching personal or payment data, a real look at the data path. Rarely in a fixed MVP price and rarely optional if you intend to sell to businesses.
The second round
The changes real users ask for after week one. Most fixed-scope MVP contracts include one QA pass and no post-launch iteration, so the money runs out at the exact moment you finally have evidence about what to build.
Ownership and handover
Written assignment of source, infrastructure configuration, prompts and evaluation sets, plus repository access from day one. If the agency built on its own internal framework, the license for that needs to be in writing too.
On a 700 hour build these commonly add another 20 to 40 percent once they are priced honestly. That is not padding by the vendor, it is scope the buyer did not ask about. The cheapest way to remove the surprise is to make every vendor quote the same written list.
How to buy
How to choose an MVP development company without guessing
Everything above reduces to five things you can require in writing. None of them depend on trusting a directory band, and all of them are answerable in a first call by a firm that intends to deliver.
Send one scope to everybody
A single page describing the user, the core job, the integrations and the definition of done. Different scopes produce different quotes, and then you are comparing your own briefing rather than the vendors.
Demand the hours, not just the price
Require an hours estimate and a blended rate as separate lines. This is the whole game: within one band the hours swing the total by two and a half times, and a vendor unwilling to write the number down is not quoting a build.
Ask where the code gets written
Country, not headquarters. The wage arithmetic makes the answer largely predictable from the rate, so the question is really about whether the firm will say it plainly. How they answer tells you how the rest of the project will go.
Price the seven exclusions
Evaluation, inference, monitoring, security, the second round, ownership and handover. Get each one marked in or out on every quote, then compare totals. This is usually where the cheapest bid stops being the cheapest.
Agree what happens in month four
A retainer, a first in-house hire, or a smaller ongoing engagement. Decide before you sign, because an MVP nobody owns decays quickly, and renegotiating support after the invoice is paid is the worst possible position.
The honest version
Where a marketplace helps, and where it does not
BotGigs does not build your MVP. It removes the sourcing leg: you describe the product once, and get back a scoped hire brief with matched AI developers, their rates and their delivery location, so week one is spent comparing named builders instead of writing a job posting. Against the 42 day median to an offer, that is the part of the calendar worth buying back.
What it does not do is make the hours question go away. If your scope is vague, every route is expensive, and a marketplace will simply get you to an expensive answer faster. The work in section 07 is yours either way. It also does not replace judgment about delivery location: we show you where a builder is, we do not pretend the rate arithmetic in section 04 has some exception in it.
One more honest note about cost. The build is a one time number and the AI part of an AI MVP is not. Model inference bills monthly and scales with the users you are trying to win, so teams that budget only for the build get a second, growing invoice they never planned for. Instrument it early enough to see what your cloud and model spend is actually doing while the numbers are still small enough to change. If your MVP is mostly a language model wrapped in a product, the deeper cost breakdown sits on generative AI development services, and the full audit behind this page is written up in our AI app development cost breakdown.
Questions
MVP development questions buyers actually ask
How much does it cost to build an MVP?
Rate times hours, and nothing else. The published effort benchmark is 400 to 1,000 hours over three to four months. Applied to the bands firms are listed at, that is $3,200 at the bottom and $150,000 at the top, a 47 times spread on the same nominal deliverable. The familiar $30,000 to $50,000 figure is one diagonal through that table, not a market price.
How long does it take to build an MVP?
Six to twelve weeks is what firms contract to. Published commitments we read include eight to twelve weeks, twelve weeks or less, MVP within twelve weeks, and six to eight weeks for simpler products, with one vendor stating a two week to eight month span. Treat anything under six weeks as a statement about scope rather than speed.
Do MVP development companies publish pricing?
Almost none. Of seven vendor sites opened directly in September 2026, one published cost bands and disclaimed them on the same page. In a directory of eighteen AI MVP development companies, zero published a rate, a minimum, a team size or a timeline. Nearly every number a buyer sees comes from a third party listing.
How many hours does it take to build an MVP?
400 to 1,000 hours across a three to four month build is the published benchmark. It is the single number worth negotiating, because within one rate band it swings the total by two and a half times. Two quotes at the same hourly rate that differ by 60 percent are quoting different products, and the hours line is where you see it.
Is it cheaper to hire an MVP development company or build in-house?
For a first MVP the agency usually wins, on the calendar rather than the invoice. Median time to hire a US software engineer is 42 days from opening to offer acceptance plus 14 to 21 days to a start date. Your first hire writes code in week eight or nine, by which point a contracted MVP is delivered or two thirds done.
Should I use offshore developers for my MVP?
Often yes, but price it knowingly. The US median software developer wage is $64.44 an hour, so a firm passing 60 percent of billings to engineering needs about $107 an hour to pay it. Nine of ten firms in a directory titled best MVP development companies in the USA bill $25 to $49. That is a delivery location fact, not a quality verdict.
What is included in MVP development services?
Usually discovery, design, build, one QA round and a deploy. Usually not model evaluation, the inference bill, production monitoring, security review, post-launch iteration, or written ownership of the code and prompts. On a 700 hour build those commonly add another 20 to 40 percent once someone prices them.
What does an AI MVP cost compared to a regular app MVP?
The build cost is similar and the running cost is not. An AI MVP adds evaluation work, prompt and model iteration, and a per call inference bill that scales with usage rather than with the build. Budget the same 400 to 1,000 hours for the software, then budget the model spend separately, because it keeps billing every month.
How do I choose an MVP development company?
Send every vendor the same one page scope and require hours, blended rate, delivery country and code ownership as written lines. Compare the hours first. A vendor who will not put an hours estimate in writing is quoting a relationship rather than a build, and two of those cannot be compared to each other.
Who owns the code when an agency builds your MVP?
Whatever the contract says, and it is frequently silent. Require written assignment of source, infrastructure configuration, prompts and evaluation sets on final payment, plus repository access from day one rather than at handover. If the work sits on the agency internal framework, get that license in writing as well.
What happens after the MVP is built?
Someone has to run it. The build price covers writing the software, not hosting it, monitoring it, paying the model bill or shipping what users ask for in month two. Decide before signing whether that is a retainer, a first in-house hire or a smaller ongoing engagement, because an unowned MVP decays fast.
Why do MVP quotes differ so much for the same product?
Because the word MVP is doing all the work. One roundup recommends nine firms at $25 to $49 an hour, states 400 to 1,000 hours of effort, then tells readers a simple MVP is $30,000 to $50,000. At its own rates that band buys 612 to 2,000 hours, up to double its stated maximum. The disagreement is inside one article.
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