The Solana-based DePIN network is pivoting from selling batch training data to serving real-time context for AI applications
Grass has launched its Contents API, a tool that turns almost any public webpage into data an AI model can actually use. The launch landed on October 8, 2026, and it marks a clear change in what the Solana-based network wants to be when it grows up.
Until now, Grass made its money selling large batches of training data. The new product targets something different: feeding AI agents fresh information at the moment they need it.
What the Contents API actually does #
The pitch is simple. Hand the API a public URL, and it returns clean, model-ready output in HTML, Markdown, or plain text.
The network routes requests through its large pool of residential internet connections. That gives it access to information that conventional data infrastructure often has trouble retrieving. Websites that tend to block data-center traffic are more likely to treat a request from a home connection like an ordinary visitor.
The Contents API reportedly hit a 98% retrieval success rate on hard-domain tests. Its closest competitor managed 71% on complex queries.
The pivot behind the product #
On September 28, 2026, CEO Andrej Radonjic laid out a roadmap that shifted Grass’s focus from batch training-data sales toward live context retrieval for AI applications.
The distinction matters. Training data is what a model learns from before it ships. Inference-time data is what a model looks up while it is answering a question or completing a task. As AI agents take on more real-world tasks, that second category gets more important, because yesterday’s textbook can’t tell you today’s prices or headlines.
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One day after the roadmap announcement, on September 29, Multicoin Capital expanded its position in Grass. The firm invested from both its hedge fund and its venture fund, and framed the network as key infrastructure for ongoing inference-time data needs.
The numbers so far #
The network reported $17 million in revenue for 2025. It then matched that figure in the first half of 2026 alone, bringing in another $17 million.
For the full year 2026, Grass expects revenue of $65–75 million from training-data sales alone. That projection does not include anything from the new Contents API. The GRASS token, the network’s native asset on Solana, roughly doubled in price following the Contents API launch and the Multicoin investment news.
Background: what Grass is #
Grass is a decentralized physical infrastructure network, or DePIN, managed by Wynd Labs. In Grass’s case, the resource is residential internet bandwidth. The project runs on Solana, with GRASS as its native token. Its business to date has centered on supplying data for AI model training, which is where its reported revenue has come from.
What this means #
For GRASS holders, the doubling in price reflects a market betting on the pivot rather than on revenue the Contents API has already earned. The reported revenue figures come from training-data sales, while the new product’s commercial traction is still unproven. Grass is claiming a large edge in success rates on difficult sites, with a 27-point gap over its closest competitor on hard-domain tests.
Key milestones ahead include whether Grass hits its $65–75 million training-data target for 2026, and how quickly the Contents API starts showing up in its revenue.
Disclosure: This article was edited by Diego Almada Lopez. For more information on how we create and review content, see our