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.
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