DeepSeek Founder Liang’s Quant Empire Soars 57% in 2025 Amid China’s Quant Revival

DeepSeek's founder, Liang Wenfeng's quantitative hedge fund, achieved returns of over 50% last year despite spending far less than competitors,

Quick overview

  • DeepSeek's founder, Liang Wenfeng, achieved over 50% returns last year while spending significantly less than competitors.
  • Zhejiang High-Flyer Asset Management reported an average return of 56.6% across its funds in 2025, making it the second-best performer among Chinese quant funds managing over 10 billion yuan.
  • The explosive growth of DeepSeek's fund could have generated over $700 million in fees, far exceeding its reported budget of less than $6 million for AI model development.
  • High-Flyer's main product line now focuses on long-only strategies, contributing to an impressive average return of 30.5% for China's quant funds last year.

DeepSeek’s founder, Liang Wenfeng’s quantitative hedge fund, achieved returns of over 50% last year despite spending far less than competitors, boosting the company’s potential war chest. DeepSeek has already shaken up the global tech scene.

Zhejiang High-Flyer Asset Management, which manages over 70 billion yuan ($10 billion), reported an average return of 56.6 percent across its funds in 2025. PaiPaiWang noted this made it the second-best performer among Chinese quant funds managing over 10 billion yuan. Only Ningbo Lingjun Investment Management Partnership, which led the nation’s top quants with gains of more than 70%, outperformed it.

Li stated that, assuming a 1 percent management fee and a 20 percent performance fee, the fund’s explosive growth last year could have generated over $700 million.

That is orders of magnitude more than the reported budget of less than $6 million DeepSeek needed to develop its groundbreaking AI model while some competitors have questioned those cost claims.

PaiPaiWang reported that two products managed by Xu Jin, a co-founder of High-Flyer, increased by an average of 58.6%.

Simon Lu, the CEO, oversaw eight products with an average return of 56%. Lu also ranked last. With a Sharpe ratio of 2.8 percent as of December, it was one of the top quant funds based on risk-adjusted returns for stock strategies last year.

, High-Flyer’s main product line now consists of those funds after abandoning market-neutral strategies in 2024 to go “all-in” on long-only strategies, all aiming to outperform their underlying stock indexes. The gains exemplify China’s quant funds’ stellar year, with an average return of 30.5 percent last year.

ABOUT THE AUTHOR See More
Olumide Adesina
Financial Market Writer
Olumide Adesina is a French-born Nigerian financial writer. He tracks the financial markets with over 15 years of working experience in investment trading.

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