How much does AI development cost in 2026? Every way to buy it, and what it costs to run

A typical AI development project bought from a development company costs $10,000 to $49,999, and the average project reviewed on Clutch comes to about $120,600. Hiring your own developer costs more over a year: median US pay in the closest occupations is $135,980 to $140,300 before benefits, and UK adverts for AI engineers quote a median of £87,500 before employer costs. Once a tool is live, you pay for each use of the AI model, from $0.10 to $10 per million tokens read, plus the people who keep it working.

There are five ways to buy AI development, each priced in a different unit: a salary, an hourly rate, a day rate, a project price or a monthly fee. Here is each one in plain numbers for the US and the UK, every outside figure linked to its public source, then what a tool costs to run. Figures checked on 10 November 2026.

How much does an in-house AI developer cost?

The US Bureau of Labor Statistics does not count AI developers as a job of their own. Its two closest occupations, software developers and computer and information research scientists, had median pay of $135,980 and $140,300 a year in May 2025.

Salary is not the whole bill. In US private industry, benefits for professional jobs cost employers $22.71 an hour on top of $50.98 in wages in June 2026, about 45 cents on every dollar of pay. Add that to the two medians and one developer costs roughly $196,600 to $202,800 a year, before recruitment, equipment and the time it takes to manage them.

In the UK, the National Careers Service puts AI engineer pay at £35,000 for a starter and £75,000 for someone experienced. Job adverts run higher: the median advertised salary for AI engineers was £87,500 in the six months to 9 November 2026, across 503 adverts that quoted one. Employers then pay National Insurance at 15% on earnings above £5,000 a year and at least 3% pension on qualifying earnings, which takes an £87,500 salary to about £101,200 a year.

Time costs money too. As our guide to building an AI development team says, a senior hire can take four to six months to land, and the work waits until they do.

What do AI contractors and freelancers charge?

Freelancers and contractors are paid by the hour or the day, and you direct the work. On Upwork, median rates for AI engineers run from $35 to $60 an hour. In the UK, contract adverts for AI engineers quoted a median of £595 a day in the six months to 9 November 2026, with eight in ten between £415 and £873.

Contractors suit a defined piece of work with a clear end. What the rate does not show is the time you spend managing them, and what happens to the knowledge when the contract ends.

What does an AI development company charge for a project?

Clutch collects prices from verified client reviews. On its AI pricing guide, updated 21 September 2026, AI development projects typically cost $10,000 to $49,999, the average project comes to $120,594.55 over a typical 10 months, and the average rate is $25 to $49 an hour.

A project price buys an agreed scope. Before you sign, ask what happens after hand-over: who runs the tool, who fixes it when it breaks, and what that costs each month.

Our AI development services work in steps: we start on the process that costs you most and measure the result before the next step is costed.

What does an outside AI team cost each month?

A dedicated AI development team is a group of AI developers, plus the other roles the work needs, who work only on your business. You pay a monthly fee for each person rather than a price for one scope, so the team can move from one process to the next and stays to maintain what it has built.

Compare the monthly cost per person with what it costs to employ the same person, and ask who carries the hiring, the training and the replacements. Our rate is in the table below.

How do the routes compare?

One person, full time, for one month on each route. Hourly and daily rates are worked out at 160 hours or 20 days a month. In-house figures include benefits in the US, and employer National Insurance and minimum pension in the UK. None include recruitment, equipment or management time.

Read the table as a starting point, not a quote. The lowest hourly rate is not always the cheapest way to get a tool into production, because the routes differ in who finds the people, who manages them and who is still there in month six.

What makes AI development cost more?

These move the cost of an AI build, whichever route you choose:

• How ready your data is. Documents that are scattered, scanned or inconsistent need work before any AI can use them.
• How many systems it connects to. Each connection to your existing software is its own piece of work to build and keep running.
• How much it decides on its own. A tool that drafts for a person to check needs less testing than one that acts without a check.
• What the data is. Personal, financial or regulated data brings security and compliance work with it.

What it looked like for one US mortgage lender

When a US mortgage lender came to us, building an in-house engineering team was prohibitively expensive, and off-the-shelf software could not handle the specificity of the workflows. The engagement launched with three developers in December 2025.

The first tool deployed cut the time to complete a core review process from approximately 50 minutes to 15 minutes. At the client’s transaction volume, this single change produced over $40,000 in monthly savings, and justified the entire engagement.

The client’s previous development partner billed a comparable monthly rate for a single developer and PM, cycled through three people in 90 days, and delivered nothing. The Offshorly team of 10+ delivered 12 production tools at a similar cost, and has continued to grow.

By mid-2026, documented monthly savings across three core workflow automations were $175K+. The savings figures are the client’s own estimates, based on their operational cost data, not projections. Your numbers will be your own.

Read the lender case study

Is it expensive to run an AI tool after launch?

The running bill has three parts: the AI model, the hardware if you host your own, and upkeep.

What the AI model costs per use

A tool built on a provider’s model, such as Anthropic’s or OpenAI’s, pays for each use, counted in tokens. A token is about three quarters of a word, so a million tokens is roughly 750,000 words. On the two providers’ published price lists (Anthropic, OpenAI) on 10 November 2026, reading a million tokens costs from $0.10 on the smallest models to $10 on the most capable, and writing a million costs from $0.50 to $50. Anthropic halves its prices for work that can wait.

At those prices, a tool has to read a great deal before its model bill comes near the cost of one person’s month. The bigger lever is giving each task the smallest model that does it well.

How much does AI infrastructure cost?

If the tool calls a provider’s model, there is no AI hardware to buy: you pay per use, plus ordinary hosting for the software around it. Running your own models means renting the hardware. On Google Cloud’s price list, a machine with eight NVIDIA H100 graphics processors costs $88.49 an hour on demand, a little over $2,100 a day.

What upkeep costs

Upkeep is the work that keeps a tool right: checking its output, adjusting it when your process or the model changes, and fixing what breaks. You will see it quoted elsewhere as a fixed share of the build price. We have not found published research behind those shares, so we do not give one.

The lender’s Executive Vice President describes the tools as “an operating model that will require ongoing investment, maintenance, and iteration for years.” Budget for upkeep as a monthly cost from the start, whoever does it.

Is there a monthly fee to use AI?

Using a ready-made assistant is a subscription. ChatGPT Plus is $20 a month, and Claude Pro is $20 a month billed monthly, or $25 a seat on Claude’s team plan. That buys each person an assistant. Development is what you pay for when the work is specific to your business: your documents, your rules and the systems the tool has to work inside.

How should you budget a first AI project?

Four steps keep a first budget honest:

1. Cost the process today. Count how often it happens each month, how long each one takes and what that time costs. That number is the ceiling on what a tool is worth.
2. Prove it on your own data, at a fixed price. A proof of concept shows whether the tool works on your real documents before you commit to a build. Ours is priced before it starts.
3. Choose the route on the result. One tool with a clear end suits a project. A queue of processes suits a team that moves from one to the next.
4. Budget the running cost from the start: model use, hosting and upkeep, every month.

Start with the process that costs you most

If you already know which process costs you most, a dedicated AI development team can start on it and keep going when it is done. Book the free consultation and we will look at how the work runs today and tell you what the first step would cost.

Offshorly is a UK-led AI development company that builds dedicated AI development teams in the Philippines, trading since 2014.