Core Viewpoint - The article emphasizes the importance of establishing objective standards to measure the value of quantitative products and their managers, rather than relying solely on short-term performance metrics [1][2]. Group 1: Value Measurement of Quantitative Managers - The value of quantitative managers can be assessed through various dimensions such as development background, management scale, research and development capabilities, and risk control abilities [3][7]. - Key dimensions for evaluating quantitative managers include their ability to generate sustainable research and development, as market conditions and trading strategies continuously evolve [7][14]. Group 2: Investment Strategy - The principle of "buy low, sell high" is highlighted, suggesting that investors should be cautious when others are overly confident and aggressive, and conversely, more active when others are fearful [9][12]. - With established value metrics, investors can engage in contrarian investing, particularly when quantitative products underperform in the short term [8][10]. Group 3: Long-term Relationships and Communication - Maintaining frequent and in-depth communication with quantitative managers is crucial for building long-term relationships, especially during periods of underperformance [10][12]. - The company values trust and long-term perspectives over short-term performance metrics, allowing for a more comprehensive evaluation of quantitative managers [12][14]. Group 4: Continuous Improvement and Research - The company commits to continuously improving the dimensions used to evaluate quantitative managers, emphasizing the need for ongoing learning and adaptation to new technologies [14]. - Regular high-intensity research is maintained to track both new and existing quantitative managers, ensuring a thorough understanding of the evolving landscape [14].

智通财经12月18日讯（记者 吴雨其）今年以来，A股市场日均成交额持续维持在高位水平。Wind数据显示，截至 12月18日，今年以来A股成交额达到401.93万亿元，日均成交额达1.72万亿元。对比来看，自2016年以来，仅2021 年和2024年A股市场的日均成交金额约为1.06万亿元，其余各年度的日均成交金额均在1万亿元以下。在这样一个 高成交额时代下，每一次明显放量的背后，都少不了量化资金的身影。 一般而言，成交放大对参与者是件好事，意味着定价更充分、交易更活跃。但不少主观投资者却有截然不同的感 受：越来越多量化基金的入场，在很大程度上加大了主观投资者的操作难度，原本依赖经验和盘感的节奏，正在 被更精细的数据和更密集的指令挤压出去。 监管端的态度则十分清晰。自2024年程序化交易管理规定实施以来，降频已经成为明确的政策方向。今年7月， 监管进一步明确了高频交易的认定标准，程序化交易管理实施细则正式落地，提出要推动市场形成规范发展、趋 利避害、突出公平、从严监管的生态。 在监管逻辑中，核心并非否定量化投资的价值，而是试图拉平交易起跑线，让市场回到公平、透明的环境，避免 技术和资源的不对称扭曲价格、伤害中长 ...

智通财经记者 | 龙力 Two Sigma的两位创始人分别是计算机科学家David Siegel和数学家John Overdeck，两人均曾供职于全球对冲基金巨头德邵集团（D.E. Shaw），后于2001年 共同创立了Two Sigma，官网介绍显示，该公司的管理规模已经超过了600亿美元。 虽然在量化投资领域声名显赫，也培养出不少的量化人才，但是Two Sigma近年来也一直风波不断。 比如，公司的两位创始人David Siegel和John Overdeck长期不和。早在2023年3月，Two Sigma就曾在向美国证券交易委员会（下称SEC）报送的文件中披露 称，公司的管理委员会（即两位创始人）无法在一系列问题上达成一致，包括公司架构、高管权责和继承计划等；2024年8月，Two Sigma宣布公司两位创 始人将卸任联席首席执行官，卸任后不再参与公司日常管理工作；今年1月，该公司又披露两位创始人进入仲裁程序。 近日，全球知名对冲基金Two Sigma旗下腾胜投资启动新一轮集中募资，相关产品在渠道方上线后额度被迅速"抢光"，引发市场关注。 腾胜投资成立于2018年11月，次年9月在中基协完成登记备案，公 ...

近日，一则号称 "量化史上最严新规"在投资圈掀起波澜。据传新规主要聚焦三方面内容：交易报盘时间 延时、三个月内清退所有客户专属设备、评估清退后对券商业务的影响。尽管政策尚未官宣，但已获得 了部分券商的证实。 消息传出后，各家量化管理人争分夺秒地 "自证清白"，甚至出现了"互相甩锅"的现象。事实上，无论是 去年实施的量化高频交易新规，还是此次交易所调整交易链路的传闻，所有围绕交易速度和硬件的监管 变化，都让一类管理人置身事外—— 以低频选股为收益来源的管理人。 由于低频策略门槛较高，超额能力积累速度相对较慢，所以市场上始终专注于此的私募并不多。而千朔 投资，在低频赛道上深耕了 8 年之久。 在陆家嘴世纪大道聚集的数十家私募当中， 千朔投资 并不算特别知名 ，但 正是这家低调的私募， 在今 年 8 月 全市场量化超额普遍承压的行情下逆势上涨， 所有条线的指增产品都取得了正超额，如果拉长 时间跨度，从 5 月到 10 月，每个月均为正超额。 然而，这种 " 例外 " 很难归咎到运气层面。 2024 年 2 月，量化 行业 遭遇黑天鹅，由于 不偏小票 不涉及微盘股，千朔超额回撤远小于行业平均， 仅用 4 周 就收复失 ...

二、分论坛：解码中国量化策略的下一增长曲线 在全球宏观格局深度演变、AI重构投研逻辑、新质生产力重塑产业格局的背景下，中国资管行业正站在"逻辑重塑"的十字路口。2026年1月15 日，由财视中国主办的第十九届HED中国峰会·深圳暨"第十九届介甫荣耀之夜"将于深圳盛大启幕，超过400位海内外金融机构掌舵人、顶尖投 资人与行业专家将齐聚一堂，共探2026年市场破局之道。 中国量化行业正站在一个鲜明的分水岭上，呈现出"量质齐升"与"竞争加剧"并行的新格局。规模上，百亿级量化私募数量已历史性地超越主观 多头同行；质量上，其超额收益能力日益稳健，2025年跑赢业绩基准的比例显著高于市场均值。但与此同时，赛道拥挤、AI技术竞赛加剧等挑 战也随之而来，出海寻求第二增长曲线已成为不少头部机构的共同选择——中资量化机构如何构建可持续的全球竞争力，成为行业亟待解答的 新课题。 针对这一背景，峰会特设分论坛"中国量化策略的下一阶段"，集结量化领域"梦之队"：千朔投资总经理丁志强、广金美好总经理罗山、大岩资 本总经理黄铂、优美利投资总经理贺金龙等重磅嘉宾，将围绕"量化股票策略的创新与前沿趋势""中资海外基金的生态构建"等核心议题深度 ...

以下文章来源于妙投APP ，作者刘国辉 妙投APP . 虎嗅旗下二级市场投研服务品牌，为您提供精选上市公司价值拆解，热门赛道产业链梳理 出品 | 妙投APP 作者 | 刘国辉 编辑 | 关雪菁 头图 | 李蓓个人公众号 李蓓就是太懂流量了。 在私募行业，有很多响当当的人物，然而能把投资和流量都玩明白的，似乎只有李蓓一人。但因为懂流量，而被"耽误"的，也只能是李蓓。 当业绩好的时候，流量是推波助澜再上层楼的浪；而在你颠簸时，流量就要"覆你的舟"。 李蓓，这位投资界的网红、半夏投资创始人，出圈不仅靠高低起伏的业绩，更是有公开征婚、用周易算卦预判市场等出位的举动，以及地产股十 年一遇的机会、小盘股是火葬场等犀利的投资观点，在市场上影响巨大。 最近在11月28日参加活动时，李蓓沿袭一贯的风格，发表了鲜明的投资观点，如AI投资泡沫、黄金价格明显高估等，再次引发了热议。观点发 布在半夏投资公众号上，不仅阅读量10W+，转发也达到1.6W以上，影响力可见一斑。 私募主要针对机构客户和高净值客户，往往给人"好酒不怕巷子深"的感觉。李蓓则是例外，不仅乐于输出鲜明的投资观点，不怕打脸，更是乐于 将自己的日常生活、情感展示给公众。 ...

Core Insights - The article discusses the rise and fall of Li Bei, a prominent figure in the private equity industry, highlighting her unique ability to blend investment acumen with social media influence [2][3][4] - It emphasizes the dual nature of her career, where her strong performance was initially supported by her ability to generate significant public interest, but recent performance declines have led to a backlash against her public persona [9][10][12] Company Overview - Li Bei founded Hanxia Investment in 2017 after a decade of experience in public and private equity, gaining recognition for her investment strategies and public engagement [4][5] - Hanxia Investment quickly grew to manage over 100 billion yuan, leveraging Li Bei's social media presence to attract clients and enhance brand visibility [7][8] Performance Analysis - Hanxia's performance peaked between 2018 and 2021, with average returns of 16.67%, 6.38%, 99.99%, 64.42%, and 0.74% from 2018 to 2022, respectively [10][11] - However, post-2022, the firm faced significant challenges, with Li Bei's misjudgments leading to substantial losses, including a 30% net value decline and underperformance compared to market indices [12][14][20] Market Position and Strategy - The article notes that Li Bei's strategy shifted from a low-volatility approach inspired by Bridgewater to a high-risk, high-reward model akin to Soros, which initially yielded high returns but later contributed to volatility and losses [23][24] - The competitive landscape has evolved, with quant funds gaining traction and outperforming traditional discretionary strategies, posing a challenge to Hanxia's business model [29][30] Future Outlook - Despite recent setbacks, there is potential for recovery if macroeconomic conditions improve and if Hanxia can adapt its strategies to align with market trends [31][32] - The article suggests that while Li Bei's expertise in macroeconomic analysis remains valuable, her reliance on personal judgment may hinder future performance in a rapidly changing investment environment [20][30]

AI大时代已经到来，来自信托、私募、券商和实体企业的多位嘉宾认为，AI正在也必将更深刻地改变 世界，企业要积极创新发展，投资也要拥抱未来；量化投资的核心在于数据、模型与算法，而人工智能 恰恰为这些环节注入了新的增长引擎，量化私募与人工智能的深度融合，正推动本土资产管理行业迈向 新的竞争格局；信托作为连接货币市场、资本市场与实体经济的重要纽带，应以耐心资本赋能科创产 业，以"受人之托，忠人之事"的信托精神守护实体经济与居民财富 ...

Core Viewpoint - The A-share market has shown significant performance in 2025, with major indices like the Shanghai Composite Index up over 16%, the Shenzhen Component Index up over 24%, and the ChiNext Index up over 42% as of November 2025. However, there is notable sector divergence, with strong performances in banking, electronics, telecommunications, non-ferrous metals, and power equipment, while sectors like liquor and real estate lag behind [2][3]. Group 1: Top Quantitative Private Equity - A total of 36 private equity firms with over 10 billion in assets made it to the top quantitative private equity list, with firms like Lingjun Investment, Ningbo Huanfang Quantitative, and Stable Investment ranking in the top 10 [3][5]. - The average yield for the top quantitative private equity firms from January to November 2025 is close to ***%, with 76 firms employing stock strategies, 11 using multi-asset strategies, 10 focusing on futures and derivatives, 2 on bonds, and 1 on combination funds [2][5]. - The top 10 private equity firms by yield include Huacheng Private Equity, Longyin Huxiao, and Tianhui (Shanghai) Private Equity, among others [3][5]. Group 2: Top Subjective Private Equity - The threshold for the top subjective private equity firms is higher than that of quantitative firms, with an average yield close to ***% for the top firms from January to November 2025 [9][11]. - 85 firms in the subjective strategy category dominated the top 20, with only 7 firms with over 10 billion in assets making the list, including Yuanxin Investment and Fusheng Asset [9][11]. - The top 10 subjective private equity firms by yield include Beijing Xiyue Private Equity, Luyuan Private Equity, and Qiantou Investment, among others [9][11]. Group 3: "Small but Beautiful" Private Equity - The "Small but Beautiful" category features 79 firms using stock strategies, with the average yield threshold exceeding ***% [13][15]. - The top three firms in this category are Longhuixiang Investment, Jingying Zhito, and Moku Asset [13][15]. - The top 10 firms in this category include Longhuixiang Investment, Moku Asset, and Jingying Zhito, among others [13][15].

Core Insights - The article highlights the significant growth and performance of quantitative private equity firms in 2025, with a notable increase in the number of top firms and their average returns outperforming major indices [2][3]. Group 1: Performance and Growth - As of November 2025, the number of top quantitative private equity firms (with assets over 5 billion) increased from 63 to 91, with 43 firms experiencing substantial growth in scale [3][4]. - The average return for 61 top quantitative private equity products was 31.71%, significantly exceeding the 17.94% increase of the CSI 300 index [2][5]. - Among the firms that achieved scale growth, 30 firms moved from below 5 billion to the top tier, while 13 firms advanced from 50-100 billion to over 100 billion [4][5]. Group 2: Licensing and Product Registration - By the end of November 2025, 30 top quantitative private equity firms held the Hong Kong 9 license, with most firms obtaining this license in the last nine years [9][10]. - Six new firms received licenses in 2025, contributing to the total of eight firms that went overseas this year [9][10]. Group 3: Product Registration and Performance Ranking - As of December 12, 2025, 70 top quantitative private equity firms had registered over 10 products, with 28 firms registering more than 50 products [16][18]. - The top five firms with the highest number of registered products included Mingpai Investment, Century Frontier, Blackwing Asset, and Wide De Private Equity, all exceeding 100 registered products [17][18]. - The top five firms based on performance among those with over 50 registered products were Chengqi Private Equity, Evolutionary Assets, Longqi Technology, Century Frontier, and Hainan Shengfeng Private Equity [18][19].