Core Viewpoint - Longqi Technology is recognized as a leading quantitative private equity firm in China, achieving significant performance in the market through its innovative investment strategies and strong research capabilities [3][8]. Company Overview - Longqi Technology was established in Hangzhou in 2011 and obtained the AMAC private fund manager license in April 2014, making it one of the earliest quantitative hedge funds in China [11]. - As of July 2025, Longqi Technology manages approximately 20 billion RMB, with over 200 products issued and around 170 currently operational [11]. - The company's investment philosophy focuses on seeking relatively certain returns amid uncertainty through quantitative methods and diversified low-correlation strategies [14]. Core Research Team - The core team consists of highly qualified professionals with backgrounds in finance, economics, mathematics, and computer science, with a 100% master's and doctoral ratio [21]. - The team utilizes advanced technology and methods, combining machine learning with human logic to construct factor combinations for investment strategies [25]. Investment Strategies and Product Line - Longqi Technology offers a range of products, including index-enhanced products that aim for excess returns through high-frequency machine learning stock selection strategies [25]. - The firm maintains a diverse product line covering various indices, including the CSI 300, CSI 500, and CSI 1000, catering to different investor risk preferences [37]. Risk Control - The core principle of risk control at Longqi Technology is to maintain a diversified low-correlation multi-strategy portfolio while ensuring liquidity to address unforeseen regulatory risks [28]. - The firm employs a comprehensive risk management framework that includes pre-trade, intra-trade, and post-trade risk assessments, ensuring a robust control mechanism [30][31]. Core Advantages - Longqi Technology emphasizes continuous innovation in quantitative strategies, adapting to market changes and integrating machine learning techniques to enhance investment performance [36]. - The company fosters a collaborative and open research environment, encouraging team members to share ideas and innovate [37]. Future Planning - Longqi Technology aims to deepen its focus on the domestic A-share market while exploring overseas investment opportunities, with a significant portion of its management scale already allocated to international markets [42].

Core Viewpoint - The article discusses the performance of major stock markets in July 2025, highlighting the upward trends in A-shares, Hong Kong stocks, and US stocks, along with the popularity of certain private equity fund managers and companies based on user searches on the platform [1][2]. Market Performance - In July, the A-share market saw the Shanghai Composite Index, Shenzhen Component Index, and ChiNext Index increase by 3.74%, 5.2%, and 8.14% respectively, with the Shanghai Composite Index surpassing 3600 points for the first time since October 8, 2024 [1]. - The Hong Kong market's three major indices also rose over 2%, with the Hang Seng Index leading at 2.91% [1]. - All three major US stock indices recorded gains, with the Nasdaq Index achieving the highest increase of 3.7% [1]. Popular Fund Managers - The top three popular fund managers in July are Dan Bin, Lin Yuan, and Wu Yuefeng, with Dan Bin's popularity rising significantly [1][3]. - Dan Bin's average return for the year reached ***% as of July, with a near 3-month rebound of ***% [6]. - Wu Yuefeng's fund "Jia Yue Monthly Wind Investment Genesis" reported a return of ***% for the year, with a near 3-month return close to ***% [7]. Popular Private Equity Companies - The top three private equity companies are Longqi Technology, Shanghai Xiaoyong Private Equity, and Mengxi Investment, all showing significant increases in popularity [9][11]. - Longqi Technology's average return for its 16 products this year is ***%, with the "Longqi Technology Innovation Selected No. 1 C Class" achieving the highest return of ***% [14]. - Shanghai Xiaoyong Private Equity has seen its company scale increase from 20-50 billion to over 50 billion, marking its rise as a leading quantitative private equity firm [14]. Popular Private Equity Products - The top five popular private equity products include those managed by Hainan Shengfeng Private Equity, Longqi Technology, and Road Far Private Equity, with Longqi Technology having two products in the top five [16][18]. - The product "Longqi Stock Quantitative Multi-Head No. 1" managed by Zhu Xiaokang is among the top performers [18].

Core Insights - The article highlights the strong performance of quantitative private equity funds in the first half of the year, driven by factors such as technological iteration, market liquidity, and a strong small-cap style, leading to outperformance compared to actively managed equity funds [1][9][24] - Longqi Technology stands out among billion-yuan quantitative private equity firms, ranking 6th in average returns across its 16 products, showcasing a "long-distance running" spirit and consistent performance over the past year and three years [1][9][24] Performance Overview - In the first half of the year, Longqi Technology achieved impressive results, attributed to the iterative development of multi-factor models, which allowed for stable excess returns amid market volatility [9][14] - The firm employs a diversified strategy with a factor weight structure of 70% for price-volume factors, 20% for fundamental factors, and 10% for alternative factors, balancing short-term explosive potential with long-term value [9][14][24] Company Strategy - Longqi Technology emphasizes a long-term investment philosophy, focusing on effective strategies rather than short-term gains, which has helped them navigate various market cycles successfully [9][14][18] - The company fosters a collaborative research environment, enhancing the efficiency of its investment research team and enabling rapid transformation of research outcomes into actionable strategies [9][14][18] Market Position - Longqi Technology has been recognized for its consistent performance, winning the "Golden Bull Award" in the private equity sector for three consecutive years, reflecting its strong market position and reputation [9][24] - The firm has adapted its strategies in response to market changes, such as shifting from fundamental quantification to price-volume strategies and incorporating alternative factors to enhance risk management [9][17][24] Future Outlook - Longqi Technology plans to continue developing a diverse range of products tailored to investor risk preferences and market conditions, ensuring a comprehensive asset allocation strategy [19][24] - The company maintains a cautious yet innovative approach to AI integration in its investment strategies, focusing on relevant applications rather than purely relying on computational power [23][24]

Market Performance - In the first half of 2025, the A-share market showed strong resilience amid a complex domestic and international environment, with the Shanghai Composite Index rising by 2.75% and the North Stock 50 Index leading with a remarkable increase of 39.45% [1] - The total trading volume in the A-share market reached 162.68 trillion yuan, significantly higher than the 101 trillion yuan recorded in the same period of 2024, indicating a rapid increase in market activity [1] Private Equity Fund Performance - Among the 495 billion private equity products with reported performance, the average return for the first half of the year was 10.18%, with an excess return of 8.84% [2] - There was a notable divergence in performance among different strategies, with quantitative long strategies achieving an average return of 18.84%, while subjective long strategies only averaged 3.32% [1][2] Strategy Breakdown Quantitative Long Strategies - A total of 194 quantitative long products were reported, with the top performers identified based on excess returns [3] - The leading product was from Longqi Technology, with significant returns attributed to favorable market conditions and a strong belief in the potential for excess returns in the Chinese market [7][8] Subjective Long Strategies - There were 165 subjective long products, with the average return being only 3.32%, highlighting a stark contrast with quantitative strategies [4][11] - The top-performing product in this category focused on medical innovation, benefiting from strong market trends in the healthcare sector [11] Market Neutral Strategies - The average return for 35 market-neutral products was reported at 6.62%, with notable performers including Mingcong Investment and Weiguan Asset [12][14] Multi-Asset Strategies - The average return for 46 multi-asset strategies was 6.45%, with several products achieving significant returns [15][17] Futures and Derivatives Strategies - The average return for 25 futures and derivatives products was 3.82%, with the top product from Xinhong Tianhe showing strong performance [19][22]

Core Viewpoint - The A-share market demonstrated strong resilience in the first half of 2025, with a "volatile upward and structurally differentiated" trend, as evidenced by the performance of various indices and a significant increase in trading volume [2] Market Performance - The Shanghai Composite Index rose by 2.75%, the Shenzhen Component Index increased by 0.48%, and the ChiNext Index gained 0.53%. The North Stock 50 Index, representing small-cap stocks, saw the highest increase of 39.45% [2] - Total trading volume in the A-share market reached 162.68 trillion yuan, significantly higher than the 101 trillion yuan recorded in the same period of 2024, indicating a rapid increase in market activity [2] Private Equity Fund Performance - In the first half of 2025, 495 products from billion-yuan private equity firms reported performance, with an average return of 10.18% and an excess return of 8.84% [2][3] - There was a notable divergence in performance among different strategies, with quantitative long strategies achieving an average return of 18.84%, while subjective long strategies only averaged 3.32% [2][3] Strategy Breakdown Quantitative Long Strategies - A total of 194 quantitative long products were analyzed, with the top performers based on excess returns [4] - The top 10 quantitative long products included firms such as Longqi Technology and Stable Investment, with Longqi Technology's product leading the list [5][8] Subjective Long Strategies - There were 165 subjective long products, with an average return of 3.32%, indicating a significant performance gap compared to quantitative strategies [8] - The top performers in this category included Harmony One Asset and Evolutionary Asset, with a focus on sectors like medical innovation [12][9] Market Neutral Strategies - 35 market-neutral products were evaluated, with the top 10 showing an average return of ***% [13] - Notable firms in this category included Mingyuan Investment and Micro博易 [16] Multi-Asset Strategies - 46 multi-asset products were reviewed, achieving an average return of 6.45% [17] - The leading product in this category was from Blackwing Asset, which demonstrated strong performance [19] Futures and Derivatives Strategies - 25 products in the futures and derivatives category were analyzed, with an average return of 3.82% [20] - The top product was from Xinhong Tianhe, which achieved significant excess returns [23]

Core Viewpoint - The recent implementation of quantitative trading regulations aims to enhance the precision of high-frequency trading supervision and impose strict constraints on abnormal trading, reshaping the market ecology and promoting the standardized development of the quantitative industry [2] Group 1: Quantitative Long Strategy Performance - The article highlights the performance of quantitative long products in the first half of the year, focusing on those with assets under management exceeding 500 million [2] - The top-performing quantitative long products are categorized by strategies such as quantitative stock selection, CSI 500 index enhancement, CSI 1000 index enhancement, and CSI 300 index enhancement [2] Group 2: Quantitative Stock Selection - The quantitative stock selection strategy relies on mathematical models and statistical analysis to avoid subjective emotional interference, allowing for the processing of data from thousands of stocks [3] - As of June 30, 2025, the average excess return of 144 quantitative stock selection products was ***%, with the top three products being "Zeyuan Shen Sheng No. 7 A Class" from Shenzhen Zeyuan, "Jiuming Qianliang No. 1" from Jiuming Investment, and "Liangying Risheng Exclusive No. 1 A Class" from Liangying Investment [3][5] Group 3: CSI 500 Index Enhancement - The CSI 500 index enhancement products aim to seek additional returns beyond the index through quantitative methods [6] - As of June 30, 2025, the average excess return of 139 CSI 500 index enhancement products was ***%, with the top three being "Xinhong CSI 500 Index Enhancement No. 2 A Class" from Xinhong Tianhe, "Xiangmu Yongfu" from Xiangmu Asset, and "Abama Ruixue Fengnian Quantitative Selection" from Abama Investment [6][8] Group 4: CSI 1000 Index Enhancement - The CSI 1000 index enhancement products focus on actively managing investments to exceed the index benchmark [9] - As of June 30, 2025, the average excess return of 86 CSI 1000 index enhancement products was ***9%, with the top three being "Xiangmu Wangjiang No. 2" from Xiangmu Asset, "Anzi Geek CSI 1000 Enhancement No. 1 A Class" from Anzi Fund, and "Zizhu No. 2" from Tiange Investment [9][10] Group 5: CSI 300 Index Enhancement - The CSI 300 index enhancement products aim to achieve excess returns through quantitative stock selection and derivative tools [12] - As of June 30, 2025, the average excess return of 24 CSI 300 index enhancement products was ***%, with the top three being "Jiu Zhang Huan Fang CSI 300 Quantitative Multi-Strategy No. 1" from Ningbo Huan Fang, "Mingcong Stable Growth No. 2" from Mingcong Investment, and "Tote CSI 300 Index Enhancement No. 2" from Tote (Sanya) Private [12][16] Group 6: Other Index Enhancements - Other index enhancement products cater to high-net-worth individuals, including various indices such as the National Securities 2000, Sci-Tech Innovation Board Index, and others [17] - As of June 30, 2025, the average excess return of 52 other index enhancement products was ***%, with the top three being "Liangchuang Quantitative Beizheng Stock Selection No. 1 A Class" from Liangchuang Investment, "Shengguanda Stock Quantitative No. 2 C Class" from Shengguanda, and "Longqi Technology Innovation Selection No. 1 C Class" from Longqi Technology [17][20]