OpenAI's $300 billion Stargate Project valuation was positioned as creating competitive pricing pressure on hyperscaler GPT services.

In 2025, OpenAI raised funding at a $300 billion valuation built not on a single breakthrough or lab innovation, but on usage: hundreds of millions of people opening ChatGPT daily to ask questions, write code, draft emails, edit documents, and build workflows over years. That accumulated usage is the actual asset behind the valuation—proof the product worked at scale, justification for its pricing, and ultimately the reason investors valued the company at that number.

Yet none of the people who generated that usage own any part of it. They paid a subscription, used the product, and received only the product itself in return. The equity upside from that value went entirely to venture capital firms and early investors. Anthropic followed a similar trajectory, crossing $30 billion in annualized revenue in April 2026, again driven by daily usage from people using Claude for work, research, and everyday tasks.

This pattern is not unique to OpenAI or AI. For two decades, venture-backed software has operated the same way: users generate the data, engagement, and subscription revenue that make companies valuable, while those users never held an ownership stake. Google's search engine ran on free usage from billions of people; early backers and employees became billionaires instead. The pattern repeats because private companies have no obligation to offer public equity, and by the time an IPO happens—if it happens—the fastest growth has already occurred. The users who built that early value were never in a position to hold it.

AI has made this dynamic more visible through sheer scale and speed. A $300 billion valuation built substantially on usage is a larger number than most historical tech examples, drawing more attention than similar dynamics did with earlier platforms.

Stargate LLM reverses this assumption: usage itself should generate returns for the person using it, not only for the platform operator. The mechanism is Proof of Usage, a major allocation in Stargate's tokenomics: 50% of the total 150 billion coin supply—75 billion coins—is reserved specifically to reward users for real platform activity including conversational AI queries, image and video generation, referrals, staking, and structured feedback that improves the models.

This is structural, not marketing. The Stargate coin is required for core platform functions, subscriptions, credits, and premium model access, creating a direct connection between usage and coin demand from launch. A second layer comes through the Stargate Vault: locked coins earn rewards from platform revenue and the usage rewards pool, with governance votes determining how platform revenue distributions reach stakers over time. Users generating platform usage thus have a mechanism to benefit from that usage that ChatGPT and Claude users do not.

The presale is where early access to this model is priced. It runs across ten escalating batches, from $0.0005 to $0.0125, building toward a $0.025 launch target, with Batch 1 entering at a 50x ratio to that figure. Of the fixed 150 billion coin supply, 96% goes to community, ecosystem, and presale participants, with just 1% to the core team—a deliberate contrast to the ownership concentration typical of venture-backed AI companies.

OpenAI's $300 billion valuation and Anthropic's $30 billion in revenue are both real and both built substantially on usage from people holding no stake in either outcome. This is not a flaw unique to those two companies but how the broader AI industry is structured across major platforms. Stargate LLM's premise is that a meaningful share of AI's next growth phase can be built differently, with usage rewarded directly rather than benefiting the platform alone. The mechanism exists in the tokenomics: Proof of Usage rewards, Vault staking, and governance-directed revenue distributions, all tied to the same coin users spend on the platform. The presale is where this structure begins, open to anyone with a wallet, not just investors who got there first.