Freelance marketplace, dev agency, or studio: who should build your MVP?
The decision is usually argued on hourly rates. The failure data says argue about something else.
You have an idea and a budget. Now you have to decide who builds it: a freelancer off a marketplace, a development agency, or a studio.
Most of that decision gets argued on hourly rates. That argument is a trap. The numbers on why software efforts die do not point at the price of an hour. They point at scope that never shipped and products that never found a market. So the question worth asking is narrower: which setup gets a small, working version in front of real users fastest, with one person accountable for the product calls?
Here is how we would run the comparison. We are one of the three options, so we have made our own column say only what we can back up, and the other two columns ask the questions you should be putting to anyone you hire.
| What to compare | Freelance marketplace | Dev agency | to1 Labs |
|---|---|---|---|
| Who owns product decisions | Ask: who makes the call when the scope changes mid-build? | Ask: is there an account manager between you and the people building? | You work directly with Alec from start to finish. No account managers, no hand-offs. |
| Scope and price certainty | Ask: what happens when the hours run over the estimate? | Ask: what is fixed, what is billed, and who decides? | Fixed milestones with pricing agreed before the build starts. |
| Strategy, design, and engineering | Ask: who does the parts your contractor does not do? | Ask: how many people touch the work, and where are the hand-offs? | Strategy, design, and full-stack engineering under one roof, first idea through launch. |
| Feedback cadence | Ask: how often will you see working software, not a status update? | Ask: demos or reports? | Regular demos until the product is live. |
| AI-native work | Ask: shipped in production, or experimenting on your budget? | Ask: shipped in production, or experimenting on your budget? | The studio's stated specialty, backed by its own products: Goblyn and MagicTrips, both running in production. |
| Budget fit | Ask: what is the real all-in number, not the rate? | Ask: what is the minimum engagement? | Intake asks for a rough budget range, with options from under $10k to $100k+. |
| Verdict | Nobody wins this on hourly rate. The setup that puts a small scope in front of real users, with one person owning the calls, wins. | ||
Price is not what kills MVPs
CB Insights analyzed 431 VC-backed startups that shut down since 2023. Running out of capital was cited in 70% of them, but the report is blunt that this "is almost always the final cause of death, not the root problem."
The underlying causes were poor product-market fit (43%), bad timing (29%), and unsustainable unit economics (19%). Two-thirds of the product-market-fit failures were early-stage companies that never found a market at all.
That last group is the one an MVP is supposed to protect you from. None of those causes get solved by shaving a percentage off a developer's rate. They get solved by shipping something real early enough to learn from it.
Most builds miss their goals no matter who builds them
The Standish Group's CHAOS Report 2015 put the North American software project success rate at 31%, against 25% in Europe and 22% in Asia. CHAOS data reviewed by OpenCommons puts the figure at roughly 30 to 34% of IT projects meeting all their goals, a rate that has stayed stubbornly low for decades.
Read that as a base rate, not a scare stat. Whoever you hire, the default outcome is late, over budget, or less than promised. So do not shop for the option with the lowest rate. Shop for the option that makes the scope small enough and the feedback frequent enough that missing hurts less.
One accountable owner of product decisions
Every build hits the same moment. A design does not survive contact with the data model, a third-party API behaves badly, a feature turns out to be twice the work it looked like. Someone has to decide what gives.
If that person is you plus three contractors, the decision takes a week. If it is an account manager relaying to a team you have never met, it takes a week and loses detail on the way.
At to1 Labs, clients work directly with Alec from start to finish. No account managers, no hand-offs. Strategy, design, and full-stack engineering sit with one partner under one roof, from first idea to launch. Alec has a decade of experience shipping products end to end and is a staff-level software engineer. He founded OpenClass, an edtech platform he built over six years until its acquisition in 2025, and before that built iOS products at Dynamic Signal in San Francisco and was the first engineering hire at a Bangkok startup.
The studio also ships its own products. Goblyn is an autonomous AI platform that plans, writes, publishes, and optimizes a full brand blog, with multi-tenant architecture, custom domains, subscriptions, and a feedback loop tuned for search rankings and for citations inside AI assistants. MagicTrips is an AI travel planner, live in production and generating affiliate revenue. AI-native builds are the studio's specialty, and those are the proof.
Great software starts at zero. We get you to one.
Short milestones beat one big handoff
Commentary on the CHAOS data notes that agile, iterative delivery correlated with more successful projects and fewer outright failures across all project sizes. Short cycles, working software, adjust, repeat.
That is a structural question you can put to any of the three options before you sign. Will you see running software every couple of weeks, or a demo at the end?
We map projects into fixed milestones with clear pricing, so you know what ships and when before work starts, and we run regular demos until the product is live. Pricing is agreed up front rather than published as a rate, because what you are buying is a defined set of milestones, not hours.
Where each option earns its place
There is no universal answer here, and we are not going to pretend our column wins every row.
Start with your own situation. Do you know exactly what to build, down to the screens? Do you have a spec and designs already, and just need them engineered? Or do you have an idea and no plan yet? Our intake form asks exactly that, and splits people into three buckets: just an idea, designs ready, or an existing product. The answer changes what you should be shopping for.
You will run into plenty of names while you shop: Upwork, Freelancer, Toptal, Arc.dev, Clutch, Goji Labs, Mercury Development, Kingsmen Digital Ventures, Utility, AppMakers USA, LoungeLizard. Judge each one on the same rows in the table above rather than on the category it belongs to.
Five questions to ask all three
Send these to every candidate, including us. The answers separate the options faster than any rate card.
- What is in the first milestone, and when does it ship?
- Who makes the call when scope has to change, and how fast?
- How often will I see working software rather than a status update?
- Who handles the design and product thinking, not just the code?
- What is the total price for the scope we just agreed, and what changes it?
How an engagement with us starts
You tell us the stage you are at: just an idea, designs ready, or an existing product. We scope the work into fixed milestones with pricing agreed before the build starts. The contact form asks for a rough budget range rather than listing rates, with options from under $10k to $100k+.
We read every inbound message and reply within two business days. We are not done until it is live.
- Hourly rate is the wrong tiebreaker. CB Insights traced 43% of startup failures to poor product-market fit, and 70% ran out of capital only as the final cause, not the root one.
- The base rate is bad for everyone: the Standish CHAOS Report 2015 put North American software project success at 31%. Pick the setup that shrinks scope, not the one with the cheapest hour.
- Commentary on the CHAOS data found agile, iterative delivery correlated with more successful projects and fewer outright failures at every project size. Ask for demos, not status reports.
- One accountable owner beats a bigger org chart. At to1 Labs you work directly with Alec from start to finish, with no account managers and no hand-offs.
- Get what ships and when in writing first. Work is mapped into fixed milestones with clear pricing before the build starts.
- Running out of capital was cited in 70% of 431 VC-backed startup shutdowns since 2023, but is the final cause of death rather than the root problem.
- The Standish Group CHAOS Report 2015 put North American software project success at 31%, versus 25% in Europe and 22% in Asia.
- CHAOS data reviewed by OpenCommons shows roughly 30 to 34% of IT projects meet all their goals, a rate low for decades.
- Agile, iterative delivery correlated with more successful projects and fewer outright failures across all project sizes.
Is a freelancer cheaper than a studio?
The rate is not the comparison that matters, and it is rarely the number you end up paying. Compare the total scope, who owns the product decisions, and how often you see working software. We scope work into fixed milestones with pricing agreed before the build starts, and our contact form asks for a rough budget range rather than listing rates, with options running from under $10k to $100k+.
How fast will I hear back if I reach out?
We read every inbound message and reply within two business days.
Do you work with founders who only have an idea?
Yes. Zero-to-one builds, where the client only has an idea, are one of four types of engagement we take on, alongside engineering existing mockups or specs, leveling up an existing product, and AI-native builds. Our intake form segments people by stage: just an idea, designs ready, or an existing product.