July Quantitative Private Equity Major Drawdown, Hufang Multiple Products Turn Negative YTD Returns 7月量化私募大回撤，幻方多只产品年内收益转负

Summary

High-Flyer Quant faced significant drawdowns in July, with nine of its displayed products declining over 20% in a single month, a maximum drawdown of 22.15%, and eight products turning negative year-to-date.
CoreWeave announced its first entry into the Asia-Pacific market, planning to build three new data centers in Indonesia with a total capacity of 360 megawatts, expected to be operational by 2028.
Competition among domestic AI models intensifies, with DeepSeek rising to the top in global API calls, while Alibaba's Qwen and Kimi K3 continue rapid iterations.
Domestic cloud providers (Alibaba, ByteDance, Tencent) accelerate their布局 in the AI office sector, pushing industry competition to a fever pitch.

Deep Analysis

TL;DR

• High-Flyer Quant faced significant drawdowns in July, with nine of its displayed products declining over 20% in a single month, a maximum drawdown of 22.15%, and eight products turning negative year-to-date.
• CoreWeave announced its first entry into the Asia-Pacific market, planning to build three new data centers in Indonesia with a total capacity of 360 megawatts, expected to be operational by 2028.
• Competition among domestic AI models intensifies, with DeepSeek rising to the top in global API calls, while Alibaba's Qwen and Kimi K3 continue rapid iterations.
• Domestic cloud providers (Alibaba, ByteDance, Tencent) accelerate their布局 in the AI office sector, pushing industry competition to a fever pitch.

Why It Matters

This article covers two key dimensions—AI infrastructure expansion and quantitative investment volatility—reflecting the global deployment trends of cloud providers amid surging AI computing demand, while also revealing the fragility of quantitative strategies in extreme market conditions. It holds reference value for investors and practitioners focused on the AI industry ecosystem.

Technical Analysis

• CoreWeave, an AI cloud infrastructure provider, is building three new data centers in Indonesia with a total capacity of 360 megawatts, marking its first entry into the Asia-Pacific market. As of March 31, 2026, CoreWeave operates 49 data centers globally. The Indonesia project is expected to be operational by 2028, highlighting the long construction cycle of AI computing infrastructure.
• High-Flyer Quant's products saw a maximum single-month drawdown of 22.15% in July, with multiple products turning from positive to negative year-to-date returns, reflecting systemic risks of quantitative strategies under specific market conditions. Products linked to the CSI 500 index were particularly affected, suggesting that small- and mid-cap quantitative strategies may face liquidity or style-switching pressures.
• Trending data shows DeepSeek's API call volume has risen to first place globally, with Kimi K3 and DeepSeek V4 forming a competitive landscape, while Alibaba's Qwen competes against both. Domestic large models continue to close the gap in call volume and functional iteration, with native multimodal capabilities becoming a key differentiator.

Industry Insights

• AI computing infrastructure is accelerating its expansion into the Asia-Pacific market. CoreWeave's Indonesia布局 reflects the regionalization trend of global AI cloud services, and domestic cloud providers should monitor the market penetration strategies of international competitors.
• The widespread drawdowns of quantitative private funds in July remind investors to reassess the risk management capabilities of quantitative strategies, especially in应对 extreme conditions such as market style switches or liquidity crunches.
• Competition among domestic large models has entered a dual dimension of "call volume + functionality." DeepSeek's position as the global leader in API calls highlights its market recognition, while the布局 of tech giants like Alibaba, ByteDance, and Tencent in AI office scenarios will determine the pace of subsequent commercialization.

TL;DR

• 幻方量化7月遭遇大面积回撤，旗下9只展示产品单月跌幅均超20%，最大回撤达22.15%，8只产品年内收益转负
• CoreWeave宣布首次进军亚太市场，将在印尼新建三座数据中心，总装机容量360兆瓦，预计2028年投入使用
• 国产AI模型竞争加剧，DeepSeek升至全球调用量第一，阿里千问、Kimi K3等模型持续迭代
• 国内云厂商（阿里、字节、腾讯）加速布局AI办公赛道，行业竞争进入白热化阶段

为什么值得看

本文涵盖了AI基础设施扩张与量化投资波动两个关键维度，反映了AI算力需求激增背景下云厂商的全球布局趋势，同时也揭示了量化策略在极端市场环境下的脆弱性，对关注AI产业生态的投资者和从业者具有参考价值。

技术解析

• CoreWeave作为AI云基础设施提供商，此次在印尼新建三座数据中心，总装机容量达360兆瓦，标志着其首次进入亚太市场。截至2026年3月31日，CoreWeave在全球共运营49座数据中心，印尼项目预计2028年投入使用，显示AI算力基础设施的长期建设周期。
• 幻方量化旗下产品7月单月最大回撤达22.15%，多只产品年内收益由正转负，反映出量化策略在特定市场环境下的系统性风险。中证500指数相关产品受影响较大，提示中小盘量化策略可能面临流动性或风格切换压力。
• 热榜信息显示DeepSeek调用量升至全球第一，Kimi K3与DeepSeek V4形成竞争格局，阿里千问迎战两者，国产大模型在调用量和功能迭代上持续追赶，原生多模态能力成为差异化竞争点。

行业启示

• AI算力基础设施正加速向亚太市场扩张，CoreWeave的印尼布局反映了全球AI云服务的区域化趋势，国内云厂商需关注国际竞争者的市场渗透策略。
• 量化私募在7月的大面积回撤提示投资者需重新评估量化策略的风险管理能力，尤其在市场风格切换或流动性紧张环境下的极端情况应对。
• 国产大模型竞争进入"调用量+功能"双维度比拼阶段，DeepSeek的全球调用量第一地位凸显其市场认可度，阿里、字节、腾讯等大厂在AI办公场景的布局将决定后续商业化落地节奏。