DeepSeek, the Chinese AI startup that sent shockwaves through Silicon Valley earlier this year with models that rivaled frontier US labs at a fraction of the cost, is in talks to raise at least $300 million at a $10 billion valuation. The Information first reported the fundraise on Friday, with Reuters confirming the details.

This is a landmark moment for a company that has, until now, operated entirely on internal funding from its parent, the Chinese quantitative hedge fund High-Flyer. DeepSeek never needed outside money. Now it is choosing to take it.

The Valuation Puts DeepSeek in Rare Air

A $10 billion valuation makes DeepSeek one of the most valuable AI companies in the world, though it still trails the US giants by a wide margin. OpenAI's latest valuation sits at $300 billion. Anthropic last raised at $60 billion. xAI is valued at around $50 billion.

But DeepSeek has a fundamentally different cost structure. Its R1 reasoning model, released in January, matched or exceeded OpenAI's o1 on key benchmarks while reportedly training for a tiny fraction of the price. The company built competitive frontier models using older Nvidia H800 chips restricted by US export controls, turning a hardware disadvantage into a research advantage through radical efficiency.

Why Raise Now?

The timing is significant. DeepSeek recently announced it was building its next-generation model on Huawei's Ascend chips rather than Nvidia hardware, a move that further insulates the company from US export restrictions. External funding at this stage suggests DeepSeek is scaling up compute infrastructure to support a much larger training push.

It also sends a signal to the Chinese AI ecosystem. When the most technically respected lab in the country opens its cap table, it validates the entire sector and gives investors a benchmark for what frontier AI capability is worth outside the US.

The Bigger Picture

DeepSeek's fundraise lands during a period of massive AI capital deployment globally. This week alone, Accel raised $5 billion for AI bets, Mind Robotics (founded by Rivian's RJ Scaringe) pulled in a $500 million Series A for physical AGI, and Shield AI closed a $2 billion Series G. The money flowing into AI startups in 2026 makes the 2023 boom look like a warm-up.

The difference with DeepSeek: it has already proved it can compete at the frontier with dramatically less capital. If it can do what it did with internal funding, what happens when it has a $10 billion war chest behind it?

First reported by The Information. Confirmed by Reuters.