DeepSeek seeks at least $12 billion in first outside funding round

Summary

• DeepSeek is preparing to raise at least $12 billion with Tencent backing, Bloomberg reported.
• The Chinese AI lab has been funded entirely by its parent hedge fund High-Flyer until now.
• The round would hand DeepSeek outside shareholders for the first time in its history.

The latest

China's DeepSeek is preparing to raise at least $12 billion in its first external funding round, with Tencent among the backers, Bloomberg News reported and Reuters cited on October 6. The company has operated without outside investors since its founding, financed by its parent quantitative hedge fund High-Flyer. A round of that size would rank among the largest raised by any AI company globally this year.

Details

• The figure: Bloomberg put the target at a minimum of $12 billion, according to Reuters. The wording leaves room for the final total to climb higher, and no closing date for the round was given. DeepSeek itself has not publicly confirmed the raise or named its investors.
• The first-ever element: This is the central fact of the story. DeepSeek has never taken external capital, relying entirely on High-Flyer, the quant hedge fund that founded it. Completing the round would bring outside shareholders onto its register for the first time and end its status as a fully self-financed lab.
• Tencent's role: Tencent is identified in the Bloomberg report as a backer of the round. Its scale of participation was not specified, nor whether it takes a board seat or any governance rights alongside the investment.
• Earlier talks: Prior reporting during 2026 said both Tencent and Alibaba were in discussions to invest in DeepSeek at a valuation above $20 billion. Alibaba's position in the current round was not described in the latest report.
• The state investor: China's state-backed Big Fund, formally the China Integrated Circuit Industry Investment Fund, was earlier reported to be in talks to lead the round. Whether it remains involved at the $12 billion level was not stated.
• Why DeepSeek matters: The company disrupted global AI markets in early 2025 with R1, a reasoning model built at a fraction of the cost of Western rivals. It has since remained among the most closely tracked Chinese AI labs.
• The domestic field: DeepSeek competes directly with Alibaba's Qwen models and Moonshot AI's Kimi, the two other Chinese systems most frequently benchmarked against US frontier models. All three are racing on cost efficiency as much as raw capability.
• Global context: If finalized at $12 billion or more, the round would sit among the year's biggest AI financings anywhere in the world, placing a Chinese lab alongside the largest US raises in a sector where capital scale increasingly determines compute access.

Background

DeepSeek emerged from High-Flyer, a quantitative hedge fund, and built its reputation on training models at far lower cost than US competitors. Its R1 release in early 2025 triggered a sharp repricing of AI-related equities and forced Western labs to defend their spending assumptions.

Between the lines

The shift from pure self-funding to a $12 billion external round points to capital needs that a hedge fund parent can no longer cover alone, most plausibly compute. Tencent's presence, and the earlier reported interest from Alibaba and a state semiconductor fund, would give DeepSeek strategic shareholders rather than purely financial ones — a structure that typically comes with infrastructure access attached.

What's next

Watch for confirmation from DeepSeek or Tencent, disclosure of the final valuation, and whether Alibaba and the state-backed Big Fund appear in the closed round.

Source: Reuters, citing Bloomberg News