Core Insights - Deepseek has emerged as a significant player in the global AI landscape, revitalizing the quantitative investment sector, particularly in a market environment favoring small and mid-cap stocks [2] - In November, despite an overall adjustment in the A-share market, many quantitative products from billion-yuan private equity firms achieved historical highs, with quantitative products accounting for over 80% of these successes [2] - The average return for 1,833 quantitative products this year is 26.98%, with an excess (geometric) return of 11.41% [2][3] Quantitative Investment Performance - The average return for quantitative long strategies is 40.34%, with an excess return of 17.25%, making it the top performer among secondary strategies [3] - The performance of various quantitative strategies is summarized as follows: - Quantitative CTA: 16.32% average return, 13.76% excess return - Stock market neutral: 9.37% average return, -4.93% excess return - Composite strategies: 23.85% average return, 7.61% excess return - Options strategies: 11.04% average return, 8.60% excess return - Convertible bond trading strategies: 20.42% average return, 3.65% excess return - Arbitrage strategies: 11.63% average return, -2.96% excess return - Macro strategies: 21.72% average return, 5.69% excess return - Stock long-short: 15.05% average return, 0.01% excess return - FOF: 13.50% average return, -1.33% excess return - Bond composite strategies: 13.88% average return, 13.15% excess return - Pure bond strategies: 6.47% average return, 5.79% excess return - Other derivative strategies: 37.74% average return, 34.72% excess return - Bond enhancement: 11.47% average return, 10.76% excess return [3] Top Performing Quantitative Products - The "quantitative stock selection" products have an average return of 39.40% and an average excess return of 19.14% [4] - The top three products in the "quantitative stock selection" category are from: - Zhuhai Zhengfeng Private Equity - Shui Du Quan Asset - Jiu Ming Investment [5] - The "CSI 500 index enhancement" products have an average return of 40.17% and an average excess return of 14.14% [8] - The top three products in the "CSI 500 index enhancement" category are from: - Zhaoxin Private Equity Fund - Guobiao Asset - Zhaoyue Private Equity [9] - The "CSI 1000 index enhancement" products have an average return of 44.68% and an average excess return of 17.53% [13] - The top three products in the "CSI 1000 index enhancement" category are from: - Jintong Investment - Luxiu Investment - Mengxi Investment [13] Other Notable Strategies - The "CSI 300 index enhancement" products have an average return of 24.47% and an average excess return of 8.20% [17] - The top three products in the "CSI 300 index enhancement" category are from: - Hainan Pengpai Private Equity - Ningbo Huansheng Quantitative - Mingyun Investment [17] - The "other index enhancement" products have an average return of 42.58% and an average excess return of 20.13% [20] - The top three products in the "other index enhancement" category are from: - Yangshi Asset - Luxiu Investment - Shengguanda [21]

私募排排网数据显示，截至2025年11月底，近1年有业绩展示的量化多头产品有785只，产品规模合计约为603.93亿元， 近 1年平均收益达 38.48% ， 领先主观多头 35.16%的平均收益，并在私募二级策略中位居榜首 。 本文首发于公众号"私募排排网"。 （点击↑↑ 上图查看详情 ） 自去年"9.24行情"以来，A股市场持续震荡上扬，截至2025年11月底，近1年上证成指的涨幅为16.90%，深证成指和创业板指的涨幅分别约为 22.36%、37.26%，市场整体赚钱效应良好。在这样的市场环境下，与股市高度关联的股票多头私募基金今年来收益表现亮眼，其中，量化投资 依赖数据、模型和算法，规避因投资者情绪导致的非理性决策等优势，热度逐步攀升，且取得了较为不错的成绩。 | 排序 | 私募二级策略 | 近1年有业绩展示的产品 产品规模合计(亿元) | | 近1年收益均值 | | --- | --- | --- | --- | --- | | 1 | 曹샌옹杀 | 785 | 603.93 | 38.48% | | 2 | 主观多头 | 2094 | 1794.58 | 35.16% | | 3 | 其他衍生品策 ...

Core Viewpoint - Quantitative products are systematic investment methods based on mathematical models, algorithms, and computer technology, with the ability to generate excess returns being a key indicator of their effectiveness [2] Group 1: Quantitative Excess Rate - The quantitative excess rate is defined as the frequency or probability of a quantitative strategy outperforming a benchmark index over a certain period, calculated as the number of times it beats the benchmark divided by the total observation periods [2] - A higher quantitative excess rate indicates that the strategy can maintain positive excess returns most of the time, reducing the risk of significant drawdowns or prolonged underperformance [2] Group 2: Performance of Billion-Level Quantitative Private Equity - In 2023, 388 quantitative products from billion-level private equity firms achieved an average return of 34.26%, with an excess return of 10.87% and an average excess rate of 61.33%, significantly leading among various scales of private equity [3] - The average performance metrics for different scales of private equity are as follows: - 100 billion and above: 34.26% return, 10.87% excess, 61.33% excess rate - 50-100 billion: 25.20% return, 8.14% excess, 56.48% excess rate - 20-50 billion: 27.19% return, 10.77% excess, 55.91% excess rate - 10-20 billion: 26.56% return, 8.95% excess, 54.63% excess rate - 5-10 billion: 26.05% return, 8.99% excess, 53.59% excess rate - 0-5 billion: 24.37% return, 10.11% excess, 52.63% excess rate - Total: 27.64% return, 9.90% excess, 55.86% excess rate [3] Group 3: Top Performers in Quantitative Strategies - The top three products with the highest excess rates in the CSI 300 index enhancement category are from Minghuo Investment, Ningbo Huanfang Quantitative, and Kuande Private Equity, with the average excess rate for billion-level private equity in this category being 64.59% [4] - In the CSI 500 index enhancement category, the top three products are from Wanyan Asset, Pansong Asset, and Tianyan Capital, with an average excess rate of 67.28% for billion-level private equity [10] - In the CSI 1000 index enhancement category, the top three products are from Microbo Yi, Mengxi Investment, and Yanfeng Investment, with an average excess rate of 76.17% for billion-level private equity [10] Group 4: Quantitative Stock Selection - The average return for quantitative stock selection products in 2023 is 40.45%, with an excess return of 16.55% and an average excess rate of 58.26%, while billion-level private equity in this category has an average excess rate of 65.97% [13] - The top three products in this category are from Jiukun Investment, Tianyan Capital, and Longqi Technology [13]

Core Insights - The A-share market has shown a certain profit-making effect this year, leading to increased enthusiasm for market entry among investors [1][2] - The number of newly registered private equity securities investment funds has exceeded 10,000 this year, with stock strategies being the dominant force in the issuance market [1][3] Fund Issuance Market Activity - As of November 17, 2023, a total of 10,608 private equity securities investment funds have been registered this year, representing a 100.76% increase compared to the same period last year [3] - Stock strategy funds account for 65.55% of new registrations, with 6,954 funds, while multi-asset strategy funds follow with 14.08% [3] Performance of Private Equity Funds - The average return of private equity securities investment funds with performance data available reached 24.32% by the end of October, with 91.33% of products showing positive returns [5] - Stock strategy funds have outperformed others, achieving an average return of 29.52% and a positive return rate of 92.73% [5] Market Sentiment and Future Outlook - Despite increased market volatility in the fourth quarter, private equity fund issuance remains active, with investor confidence gradually recovering [4][6] - Leading institutions are optimistic about future structural opportunities and are maintaining high stock positions, with some exceeding 90% [7]

Core Insights - The A-share market has entered a volatile rotation phase since October, with significant recovery in the returns of quantitative products [2] - Among the 825 quantitative long products with performance data, the average return for the year is 41.02%, with an excess return of 14.36% [3] Summary by Category Performance of Strategies - Quantitative long products have the highest average return in October among all stock strategy products, reaching 0.93% with an average excess return of 1.5% [2] - The performance of various strategies is as follows: - Quantitative long: 825 products, average return 41.02%, monthly return 0.93% [3] - Subjective long: 2156 products, average return 36.11%, monthly return -1.35% [3] - Macro strategy: 201 products, average return 27.17%, monthly return 0.96% [3] - Composite strategy: 409 products, average return 25.66%, monthly return 1.11% [3] - Other derivative strategies: 15 products, average return 25.63%, monthly return 4.45% [3] Top Performing Products - In the quantitative long category, the top products by excess return include: - CSI 1000 index enhancement: 158 products, average return 45.51%, excess return 15.48% [4] - Quantitative stock selection: 329 products, average return 39.25%, excess return 15.56% [4] - CSI 500 index enhancement: 201 products, average return 42.07%, excess return 10.96% [4] - CSI 300 index enhancement: 38 products, average return 25.62%, excess return 6.52% [4] - Other index enhancements: average return 43.55%, excess return 18.52% [4] Notable Fund Managers - The top products in the CSI 1000 index enhancement category are managed by notable fund managers from large private equity firms, with the highest returns coming from companies like Jintong Investment and Luxiu Investment [5][9] - In the quantitative stock selection category, the top products are managed by firms such as Longqi Technology and Jiuming Investment [10][12] - The CSI 500 index enhancement products are led by managers from Guobiao Asset and Zhaoxin Private Fund [13][16] - The CSI 300 index enhancement products are managed by firms like Hainan Pengpai Private Fund and Ningbo Huansquare Quantitative [17][20] - Other index enhancement products are managed by firms such as Liangchuang Investment and Yangshi Asset [21][23]

Core Viewpoint - The private equity index enhancement strategies have shown strong excess return capabilities in the first three quarters of this year, particularly among billion-level quantitative private equity managers, who leverage refined factor extraction and strict risk control systems to maintain their leading advantages [2][4]. Group 1: Performance Overview - As of the end of September, the average annual return of 231 billion-level quantitative private equity index enhancement products was 43.82%, with an average excess return of 14.89% [2]. - The quantitative stock selection and CSI 1000 index enhancement products led in excess returns [2]. - The average excess return for the CSI 500 index enhancement products was 10.71%, with an average drawdown of 4.44% [6]. Group 2: Top Performers - The top performers in the CSI 500 index enhancement category included companies like 顽岩资产, 鸣石基金, and 世纪前沿, showcasing strong excess return capabilities [5][6]. - 明汯投资's "明汯价值成长1期B号" and 蒙玺投资's "蒙玺中证1000指数量化5号A类份额" were highlighted as top products in the CSI 1000 index enhancement category [10][12]. - 龙旗科技's "龙旗科技创新精选1号C类份额" achieved the highest excess return in the quantitative stock selection category [14][16]. Group 3: Strategy Insights - The CSI 1000 index enhancement products are noted for their potential to exploit mispricing opportunities due to their large number of constituent stocks and low institutional coverage [10]. - The quantitative stock selection strategy, which relies on multi-factor models to identify stocks with expected excess returns, has shown an average excess return of 23.63% [14]. - The average return for quantitative stock selection products was 49.43%, with an average drawdown of 6.91% [14]. Group 4: Other Index Enhancements - Other index enhancement strategies, including CSI 2000 and national index enhancements, reported an average excess return of 14.92% and an average drawdown of 3.90% [17][19]. - Companies like 聚宽投资 and 微观博易 were recognized among the top performers in the other index enhancement category [17][19].

Core Insights - The new fund issuance market remains active, with 29 new funds launching this week, indicating a positive attitude from fund companies towards current market conditions [1] - Equity funds dominate the issuance market, accounting for over 80% of new funds, with a notable increase in the average subscription period to 28.79 days, reflecting cautious market sentiment [1][3] Fund Types and Trends - Among equity funds, index funds, particularly ETFs and their linked funds, represent a significant portion, with 15 new funds launched, highlighting strong demand for low-cost, transparent investment products [3] - The Hong Kong stock market has emerged as a focal point, with several index funds targeting this market, providing investors with convenient tools for investment [3][4] - In contrast, bond fund issuance has cooled, with only 3 new bond funds launched this week, attributed to recent adjustments in the bond market [3][4] Investment Strategies - The market shows a demand for stable investment options, as evidenced by the launch of two mixed-FOF products aimed at risk-averse investors, offering a one-stop asset allocation solution [4] - Overall, the new fund issuance landscape is characterized by a dominance of equity funds, a focus on index products, and clear investment themes, as fund companies innovate to meet diverse investor needs in varying market conditions [4]

Core Viewpoint - The stock markets, including A-shares, Hong Kong stocks, and US stocks, experienced significant fluctuations due to tariff issues but ultimately recorded varying degrees of increases in the first seven months of the year, with the CSI 2000 leading A-shares with over 20% growth [2] Market Performance Summary - A-shares: - Shanghai Composite Index increased by 6.61%, with a maximum increase of 16.76% and a maximum drawdown of -9.71% [3] - Shenzhen Component Index rose by 5.71%, with a maximum increase of 20.56% and a maximum drawdown of -14.98% [3] - ChiNext Index grew by 8.72%, with a maximum increase of 33.17% and a maximum drawdown of -20.79% [3] - CSI 300 increased by 3.58%, with a maximum increase of 15.67% and a maximum drawdown of -10.49% [3] - CSI 500 rose by 8.74%, with a maximum increase of 20.22% and a maximum drawdown of -13.80% [3] - CSI 1000 increased by 11.81%, with a maximum increase of 23.24% and a maximum drawdown of -16.87% [3] - CSI 2000 led with a 20.44% increase, a maximum increase of 31.56%, and a maximum drawdown of -19.65% [3] - Hong Kong stocks: - Hang Seng Index increased by 23.50%, with a maximum increase of 35.99% and a maximum drawdown of -19.95% [3] - Hang Seng Tech Index rose by 22.05%, with a maximum increase of 44.61% and a maximum drawdown of -27.91% [3] - US stocks: - Dow Jones Industrial Average increased by 3.73%, with a maximum increase of 19.56% and a maximum drawdown of -16.12% [3] - S&P 500 rose by 7.78%, with a maximum increase of 28.24% and a maximum drawdown of -18.90% [3] - Nasdaq increased by 9.38%, with a maximum increase of 38.71% and a maximum drawdown of -23.87% [3] Private Equity Performance Summary - The overall performance of private equity products under billion-yuan private equity firms was impressive in the first seven months of the year, with an average return of approximately 16.80% [2][3] - Among the 557 billion-yuan private equity products, stock strategy products accounted for over 82%, with an average return of about 18.63%, significantly outperforming the three major A-share indices [4] - Quantitative long strategy products within stock strategies achieved an average return of over 26% [4] Top Performing Products - The top 10 quantitative long products were dominated by quantitative stock selection products, with 8 out of 10 being from this category [8] - Notable top-performing products included those from Longqi Technology, Stable Investment, and Abama Investment [8][12][15] Multi-Asset and Other Strategies - Multi-asset strategy products totaled 54, with an average return of approximately 11% [4] - The top 10 multi-asset products included those from Duration Investment, Black Wing Asset, and others [20][23]

Group 1 - The core viewpoint of the article indicates a significant influx of capital into the market, with private equity and public funds showing a notable increase in new registrations and fundraising activities [1][3][4] - In July, the number of newly registered private equity securities investment funds increased by 18.1% month-on-month, totaling 1,299 funds, while the year-to-date figure reached 6,564, marking a 64.1% increase compared to the same period last year [3][12] - The public fund issuance market also showed signs of recovery, with over 140 new funds established in July, setting a new monthly record for the year [4][12] Group 2 - Insurance and trust funds are actively entering the market, with significant investments being made by major insurance companies, targeting over 200 billion yuan in private equity funds [7][9] - The trust market has seen a resurgence, with a more than 70% increase in the scale of established trust products during the week of July 21-27 [9][12] - The sentiment in the market is improving, with private equity positions reaching 77.36% in early July, indicating a strong bullish trend among investors [11][12] Group 3 - The article highlights that the structural opportunities in the Chinese stock market are supported by factors such as the nearing of U.S. interest rate cuts and improved trade negotiations, which are attracting more capital into the market [11][13] - The overall equity fund positions have shown a recovery trend, with public equity funds reaching an average position of 92.7% by the end of July [11][12] - Various "fixed income plus" products have increased their equity allocations, reflecting a strategic shift towards higher-risk investments [11][12]