Cited from real sources 6 min read Updated August 2026

A framework by Eric Ries

The Minimum Viable Experiment: Eric Ries on What MVP Actually Means

Eric Ries built the MVP to run an experiment. It is not a licence to ship something rough. What you learn is the progress, so the build should be whatever answers the question. Minimum can cost more care than the full version. The word most teams skip is viable.

What the letters stand for

MVP is a way to make rigorous the idea that we are doing an experiment.

Rigorous is the operative word. Ries puts founders in the same category as scientists, which is not how most people use the acronym.

Eric Ries Made IT Podcast Watch at 15:56

The framework

The build is the instrument, not the output

Ries tells a story about a company facing three years and eighteen million dollars of engineering. He proposed a cheaper instrument first.

instead of paying three years and $18 million to you know make the thing let's go take a brochure take it to some customers
Ries, on the cheaper instrument Watch at 40:08

The customers laughed them out of the room. Not because the brochure was thin, but because the product solved a problem nobody in that room had.

we don't pay for efficiency we build data centers how much they cost to operate to somebody else's problem
Ries, quoting the customers who killed the idea Watch at 40:30

Eighteen million dollars of engineering would have produced the same sentence three years later. That is the arithmetic behind the method, and it explains why Ries keeps redirecting teams to the goal underneath the deliverable.

our goal is learning
Ries, on what he told his own team for two years Watch at 45:29

His own team pushed back that the goal was to close the contract. He kept answering that the contract was how they would find out whether the thing worked at all.

Practice

How do you size an MVP?

Start from the question you are trying to answer, then work backwards to the smallest thing that answers it.

1

Write the hypothesis before the spec.

Name what you believe about the customer and what would prove it false. Without that sentence there is no experiment, only a small build.

2

Cut the feature list in half, then in half again.

This is his stated shortcut for teams that cannot agree on scope. Two rounds of halving gets most lists to something testable.

3

Pick the cheapest artifact that can carry the test.

A brochure counted. So can a landing page, a concierge service or a hand-run spreadsheet. The artifact only has to be able to produce a real answer.

4

Decide in advance what result changes your mind.

Ries watches teams explain away a failed test by blaming the polish. Setting the bar first is what stops the second run from being a rerun.

5

Allow minimum to mean more work.

His rule is that minimum is context-dependent and often needs more rigor than teams assume. In a regulated or high-trust market the viable half is expensive, and skipping it invalidates the test.

6

Report the learning, not the release.

If the team says it shipped and cannot say what it now knows, the experiment did not run. That is the check Ries applied to his own contract negotiation.

Conditions

Why do people hate the acronym?

Ries has a blunt read on the backlash, and he does not blame a bad explanation.

all the criticisms of MVP are really just people expressing their frustration with how un certain startups are
Ries, on the backlash Watch at 42:21

The method asks a founder to hold two things at once. I am certain enough to make people follow me, and I do not know how this works. He thinks that discomfort is the real objection.

Works best when

  • The expensive part is the build and the cheap part is the question
  • You can reach real buyers before committing engineering
  • The team will accept a negative result as a finding
  • The riskiest assumption is about demand, not feasibility

Fails when

  • The team hears minimum as low quality in a market that will not tolerate it
  • Nobody wrote the hypothesis, so the team can explain away any result
  • The test measures whether people click, not whether they pay
  • You keep rerunning the experiment until it gives the answer you wanted

The first one is where the sharpest disagreement sits. Garry Tan's advice to launch the jankiest version reads as the opposite instruction. For consumer software with a forgiving audience it is.

Primary sources

Where Ries discusses this

A 2025 interview where he restates the definition, and the long 2023 retrospective where he works through what the movement got wrong.

Where experts disagree

Where operators disagree: ship the roughest thing, or the most rigorous test?

Eric Ries

treats the MVP as an instrument for answering a question, which puts rigor at the centre. Minimum is context-dependent and often demands more care than teams assume, because a test run below the market's threshold of viability returns a result about your polish rather than your idea.

Garry Tan

tells founders to launch the jankiest version that does the job, on the grounds that time spent perfecting anything before contact with users is time spent on assumptions. Shipping rough and early is the fastest way to find out whether anyone cares.

The condition is the market's tolerance for rough. In consumer software with a forgiving audience the jankiest build is a valid experiment, and Tan's advice wins on speed. In regulated, enterprise or high-trust markets, the viable half is what makes the result readable at all, and shipping under that bar produces a clean negative about the wrong variable. Ries is not arguing for polish; he is arguing that you cannot learn from a test the customer refuses to take seriously.

Useful? Send it to whoever is calling the next six months of work an MVP.

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