Why MVP No Longer Works: The Minimum Evolvable Product Approach from Y Combinator

According to Gupta, the problem with the MVP is that it is often perceived as the first "stripped-down but functional" version of the final product. However, in reality, almost no successful startup ends up with the same product it started with. The first version inevitably changes under the influence of the market, users, and their real expectations. Therefore, what matters is not the fact of the product's viability, but its ability to evolve.

A Minimum Evolvable Product is a product that is simple enough to launch quickly, yet flexible enough to withstand contact with early users and change based on what they actually want. Gupta emphasizes that a startup should assume from the very beginning that the current version of the product is imperfect and will undergo significant transformation. Recognizing this relieves the pressure to "get it right the first time" and allows the focus to shift to learning through the market.

As an example, Gupta cites Tesla and its first car, the Roadster, which helped the company understand what early buyers actually wanted. It is often believed that the Roadster was created solely to generate funds for subsequent scaling and the launch of mass-market models. However, Gupta offers a different interpretation: the Roadster was a way to find early adopters—people willing to buy an expensive, impractical, and unusual car. These early buyers were willing to tolerate limitations, but they clearly showed what was important to them.

It was the demands of this audience that set the direction for Tesla's product evolution. As a result, even the company's mass-market models emphasize acceleration, technology, and software, sometimes at the expense of comfort and suspension. This was not a pre-planned decision for the mass market, but the result of gradual product evolution, starting from a very specific initial point.

Ankit Gupta notes that if Tesla's early buyers had valued comfort over technology, the company's entire lineup of cars would look different. This underscores the key idea of MEP: what the product will become in the future depends directly on where it starts and which users provide the initial feedback.

Within this approach, a startup is viewed not as a project to create a pre-thought-out perfect product, but as a process of gradual evolution. A Minimum Evolvable Product is a kind of "basic form" that becomes more complex over time and adapts to the pressures of the real market. This is why, according to Y Combinator, when launching, it is important to think not about minimal functionality, but about how capable the product is of changing and developing alongside its early users.