High costs and thin margins that threaten AI coding startups

In February, the startup of AI Windsurf talked about the valuation of a large recent round with a valuation price $ 2.85 billion conducted by Kleiner Perkins, with a double valuation, which he hit six months earlier, the sources were then informed by TechCrunch. This agreement didn’t occur, in keeping with the source marking this case. Instead, in April there was news that the startup planned to sell to OpenAi for about the same valuation: $ 3 billion.

While this contract has broken up, one larger query stays: if the startup increases so quickly and attracted VC interest, why should it sell at all?

Experts say TechCrunch that despite all popularity and noise around AI encoding assistants, corporations can actually be treated. In general, atmosphere coders, especially Windsurf, can have such expensive structures that their turnover is “very negative”, said TechCrunch, one person near Windsurf. This means that starting the product cost greater than starting.

This is as a result of the high costs of using large language models (LLM), the person explained. AI coding assistants are particularly forced to at all times offer the latest, most advanced and costliest LLM, because models manufacturers are particularly tuning their latest models to enhance coding and related tasks, corresponding to debugging.

This is a challenge intensified by fierce competition on the coding and code coding market. Rivals include corporations that already have huge customer bases, corresponding to the Anysphere and Github Copilot cursor.

The simplest path to enhance margins in this business is startups that build their very own models, and thus eliminating the costs of paying suppliers corresponding to Antropic and OpenAI.

“Running is a very expensive business if you are not going to be in a model game,” said the person.

But this concept is associated with its own risk. Co-founder and general director of Windsurf, Varun Mohan, finally decided against the company building his own model-digit project, said the person.

In addition, model manufacturers are already competing directly. For example, Antropic offers Claude code, and Openai offers Codex.

The sale of the company was a strategic movement to shut a high return before they might be challenged by corporations that provided their artificial intelligence, including Opeli and Anthropic, which also entered the AI coding market.

Many people think that the same pressure on Windsurf can affect any, creator of the cursor, in addition to atmospheric encoders corresponding to Lovable, Replit and others.

“Margins in all products” General Code “are neutral or negative. They are absolutely fatal, “said Nicholas Charrriere, the founding father of Moche, encoding coding encoding a hosting solution serving small and medium -sized corporations (SMBS). He added that he believes that costs variable for all startups in the sector are very close, probably at a distance of 10% to fifteen% of themselves.

Unlike Windsurf, Anysphere develops so quickly that it intends to stay an independent company, after rejecting the takeover offers, including, in keeping with Openai reports.

And anyone Announced in January that he is attempting to build his own model, which may give him more control over expenses. Startup in July He employed two leaders from Claude Anthropica code Team, reported information, but two weeks later these employees returned Work in Anthropic.

In addition to building the model, Anysphere may expect that the cost of LLM will fall over time.

“That’s all banking,” said Erik Nordlander, a Google Ventures general partner. “The cost of applying today is the most expensive that will ever be.”

It is not completely clear, because it is true. Instead of falling as expected, the cost of some of the latest AI models has increased because they use more time and computing resources to support complicated, multi -stage tasks.

When this changes, see you. For example, on Thursday, Opeli introduced a recent flagship GPT-5 model, with fees that are much lower than its competitor, Claude Opus 4.1 from Anthropik. And anyone immediately offered This model as a alternative for users of cursor.

Anysphere has recently modified its price structure to convey increased costs of launching the latest Claude Anthropik model, especially for its most lively users. This movement surprised some customers of the course because they didn’t expect additional fees except the Pro Plan for $ 20 per thirty days. CEO of Anysphere, Michael Triell, later apologized for unclear communication about changing prices in Blog post.

This is a rock and a difficult place. Although the cursor is one of the hottest AI applications, after reaching $ 500 million in June, the company’s user base is probably not so loyal to the product, if one other company develops a higher tool than the cursor, investors say.

Komsphepe didn’t answer the request for comment.

Considering the competitive landscape and costs, Windsurf’s decision on exit could also be understood. After the collapse of the Openai agreement, the founders and key employees left to hitch Google in the contract, which led to the payment of $ 2.4 billion for key shareholders. The remaining company then sold to Poznań.

While many, including outstanding VC, criticized Mohan for leaving about 200 employees without roles on Google, the source familiar with the contract insisted that the takeover actually maximizes the results for all employees.

In addition to the cursor, other AI encoding tools also belong to the fastest growing LLM generation startups, corresponding to replication, nice and bolt, and all of them also rely on model manufacturers.

In addition, if this extremely popular business sector, already generating a whole lot of hundreds of thousands of revenues or more a 12 months, has difficulty building in addition to model manufacturers, which may this mean for other, more nashing industries?