报 告 摘 要 乘势而起：市场新高趋势追踪 触及新高的个股、行业和板块可被视为市场的风向标。越来越多的研究表明动量、趋势跟踪策略的有效性。本报告旨在定期跟踪市场中创新高的个股及其 分布，以追踪市场趋势、把握市场热点。 截至2025年10月10日，共1235只股票在过去20个交易日间创出250日新高。其中创新高个股数量最多的是电子、机械、基础化工行业，创新高个股数量 占比最高的是有色金属、电子、电力设备及新能源行业。按照板块分布来看，本周科技、制造板块创新高股票数量最多；按照指数分布来看，中证2000、 中证1000、中证500、沪深300、创业板指、科创50指数中创新高个股数量占指数成份股个数比例分别为：22.15%、26.20%、31.60%、29.33%、 34.00%、52.00%。 平稳创新高股票跟踪 我们根据分析师关注度、股价相对强弱、趋势延续性、股价路径平稳性、创新高持续性等角度，本周从全市场创新高股票中筛选出了包含工业富联、香农 芯创、兴业银锡等50只平稳创新高的股票。按照板块来看，创新高股票数量最多的是周期、科技板块，分别有18、17只入选。其中，周期板块中创新高最 多的是基础化工行业；科技板 ...

Group 1: Market Trends and Highs - The report tracks stocks, industries, and sectors reaching new highs, serving as market indicators and highlighting the effectiveness of momentum and trend-following strategies [1][4] - As of September 19, 2025, the distance to the 250-day new highs for major indices are: Shanghai Composite Index 1.63%, Shenzhen Component Index 1.09%, CSI 300 1.08%, CSI 500 1.24%, CSI 1000 1.54%, CSI 2000 1.91%, ChiNext Index 1.79%, and STAR 50 Index 1.28% [5][22] Group 2: High-Performing Sectors and Stocks - The sectors closest to their 250-day new highs include electronics, communications, consumer services, electric equipment and new energy, and automotive, while food and beverage, banking, coal, comprehensive finance, and non-bank financial sectors are further away [8][22] - As of September 19, 2025, a total of 1,461 stocks reached 250-day new highs in the past 20 trading days, with the highest numbers in the electronics, machinery, and basic chemicals sectors [13][22] Group 3: Stock Selection and Monitoring - The report identifies 50 stocks with stable new highs, focusing on analyst attention, relative strength, price path stability, and continuity of new highs, with the majority from the technology and manufacturing sectors [19][23] - The technology sector had the most stocks reaching new highs, particularly in the electronics industry, while the manufacturing sector saw the most in the machinery industry [19][23]

Quantitative Models and Construction Methods 1. Model Name: 250-Day New High Distance Model - **Model Construction Idea**: This model tracks the distance of stock prices or indices from their 250-day high to identify market trends and hotspots. It is based on the premise that stocks nearing their 52-week high tend to outperform, as highlighted in prior research by George (2004) and others[11][18]. - **Model Construction Process**: The 250-day new high distance is calculated as: $ 250\ Day\ New\ High\ Distance = 1 - \frac{Close_t}{ts\_max(Close, 250)} $ Where: - $ Close_t $ is the latest closing price - $ ts\_max(Close, 250) $ is the maximum closing price over the past 250 trading days If the latest closing price reaches a new high, the distance is 0; otherwise, the distance is positive, indicating the percentage drop from the high[11]. - **Model Evaluation**: This model effectively captures momentum and trend-following strategies, aligning with established theories in quantitative finance[11][18]. 2. Model Name: Stable New High Stock Screening Model - **Model Construction Idea**: This model identifies stocks with stable momentum characteristics, emphasizing smooth price paths and consistent new highs. It builds on research showing that smoother momentum stocks outperform those with jumpy price paths[25]. - **Model Construction Process**: Stocks are screened based on the following criteria: - **Analyst Attention**: At least 5 "Buy" or "Overweight" ratings in the past 3 months - **Relative Strength**: 250-day return in the top 20% of the market - **Price Stability**: - **Price Path Smoothness**: Measured by the ratio of price displacement to the total price path length over the past 120 days - **New High Continuity**: Average 250-day new high distance over the past 120 days - **Trend Continuity**: Average 250-day new high distance over the past 5 days The top 50 stocks based on these metrics are selected[25][27]. - **Model Evaluation**: This model emphasizes the temporal characteristics of momentum, providing a refined approach to identifying high-momentum stocks with stable trajectories[25][27]. --- Backtesting Results of Models 1. 250-Day New High Distance Model - **Indices' 250-Day New High Distance**: - Shanghai Composite: 0.33% - Shenzhen Component: 0.43% - CSI 300: 0.57% - CSI 500: 0.00% - CSI 1000: 1.04% - CSI 2000: 1.56% - ChiNext Index: 1.09% - STAR 50 Index: 1.95%[12][13]. 2. Stable New High Stock Screening Model - **Selected Stocks**: 50 stocks were identified, including New Yisheng, Shenghong Technology, and Industrial Fulian. - **Sector Distribution**: - Cyclical and technology sectors had the highest representation, with 17 stocks each. - Within the cyclical sector, the chemical industry dominated, while the electronics industry led the technology sector[28][32]. --- Quantitative Factors and Construction Methods 1. Factor Name: 250-Day New High Distance - **Factor Construction Idea**: Measures the relative position of a stock's price to its 250-day high, capturing momentum and trend-following signals[11]. - **Factor Construction Process**: $ 250\ Day\ New\ High\ Distance = 1 - \frac{Close_t}{ts\_max(Close, 250)} $ Where: - $ Close_t $ is the latest closing price - $ ts\_max(Close, 250) $ is the maximum closing price over the past 250 trading days[11]. - **Factor Evaluation**: This factor is simple yet effective in identifying stocks with strong momentum characteristics[11]. 2. Factor Name: Price Path Smoothness - **Factor Construction Idea**: Quantifies the smoothness of a stock's price trajectory, emphasizing stable momentum over jumpy movements[25]. - **Factor Construction Process**: $ Price\ Path\ Smoothness = \frac{Price\ Displacement}{Total\ Price\ Path\ Length} $ Where: - $ Price\ Displacement $ is the absolute change in price over the period - $ Total\ Price\ Path\ Length $ is the sum of absolute daily price changes over the same period[25]. - **Factor Evaluation**: This factor highlights stocks with consistent upward trends, reducing noise from volatile price movements[25]. 3. Factor Name: New High Continuity - **Factor Construction Idea**: Measures the consistency of a stock's proximity to its 250-day high over time[27]. - **Factor Construction Process**: $ New\ High\ Continuity = Average\ (250\ Day\ New\ High\ Distance\ Over\ Past\ 120\ Days) $ This factor is calculated as the mean of the 250-day new high distance over a rolling 120-day window[27]. - **Factor Evaluation**: This factor captures the persistence of momentum, favoring stocks that consistently remain near their highs[27]. --- Backtesting Results of Factors 1. 250-Day New High Distance - **Indices' 250-Day New High Distance**: - Shanghai Composite: 0.33% - Shenzhen Component: 0.43% - CSI 300: 0.57% - CSI 500: 0.00% - CSI 1000: 1.04% - CSI 2000: 1.56% - ChiNext Index: 1.09% - STAR 50 Index: 1.95%[12][13]. 2. Price Path Smoothness - **Selected Stocks**: 50 stocks were identified, including New Yisheng, Shenghong Technology, and Industrial Fulian. - **Sector Distribution**: - Cyclical and technology sectors had the highest representation, with 17 stocks each. - Within the cyclical sector, the chemical industry dominated, while the electronics industry led the technology sector[28][32]. 3. New High Continuity - **Selected Stocks**: Same as the Price Path Smoothness factor, as it is part of the composite screening model[28][32].

Market Trends and Highs Tracking - The report aims to track stocks, industries, and sectors that are reaching new highs, serving as market indicators [1][4] - As of September 12, 2025, the distance to the 250-day high for major indices is as follows: Shanghai Composite Index 0.33%, Shenzhen Component Index 0.43%, CSI 300 0.57%, CSI 500 0.00%, CSI 1000 1.04%, CSI 2000 1.56%, ChiNext Index 1.09%, and STAR Market 1.95% [6][23] - Certain sectors such as non-ferrous metals, comprehensive, media, agriculture, forestry, animal husbandry, and machinery are closer to their 250-day highs, while coal, banking, comprehensive finance, transportation, and food and beverage sectors are further away [8][23] Monitoring High-Performing Stocks - A total of 1,620 stocks reached a 250-day high in the past 20 trading days, with the highest number of new highs in the machinery, electronics, and basic chemicals sectors [2][13] - The highest proportion of new high stocks is found in non-ferrous metals (68.55%), electronics (45.47%), and comprehensive industries (43.48%) [13][15] - The technology and manufacturing sectors had the most stocks reaching new highs this week, with respective counts of 503 and 452 [15] Stable High-Performing Stocks Tracking - The report identifies 50 stable high-performing stocks based on analyst attention, relative strength, price path stability, and continuity of new highs [3][20] - The cyclical and technology sectors had the most stocks selected, with 17 stocks each, while the basic chemicals industry had the highest number of new highs within the cyclical sector [20][24]

- The style rotation model is constructed based on micro-level stock factors, including valuation, market capitalization, volatility, and momentum. It utilizes 80 base factors to generate 640 micro features, replacing absolute proportion division of style factors with common indices as style stock pools. Random forest is employed for rolling training to avoid overfitting, enabling feature selection and style recommendation. The framework integrates style timing, scoring, and investment implementation[3][8][9] - The performance of the style rotation model during the backtesting period (2017/01/01-2025/08/31) shows an annualized return of 17.08%, annualized volatility of 20.07%, IR of 0.85, monthly win rate of 55.77%, and maximum drawdown of -29.89%. When hedging against the market benchmark, the annualized return is 10.42%, annualized volatility is 13.03%, IR is 0.80, monthly win rate is 56.73%, and maximum drawdown is -9.57%[9][10] - The style rotation model's September 2025 timing direction focuses on growth, large-cap, momentum, and high-volatility factors[17] - The latest holdings of the style rotation model for September 2025 include ETFs such as Semiconductor Leaders ETF (159665.SZ), Big Data ETF (159739.SZ), Artificial Intelligence ETF (159819.SZ), Fintech ETF (159851.SZ), and 5G ETF (159994.SZ)[2][20]

Group 1: Market Trends and Highs - The report tracks stocks, industries, and sectors reaching new highs, serving as market indicators and highlighting the effectiveness of momentum and trend-following strategies [1][4][22] - As of August 29, 2025, major indices such as the Shanghai Composite and Shenzhen Component are close to their 250-day highs, with respective distances of 0.66% and 0.00% [5][22] - Among the CITIC primary industry indices, sectors like non-ferrous metals, electric equipment and new energy, and communication are near their 250-day highs, while coal, real estate, and banking are further away [8][22] Group 2: High-Performing Stocks - A total of 1,738 stocks reached 250-day highs in the past 20 trading days, with the highest numbers in the machinery, electronics, and pharmaceuticals sectors [2][13][22] - The manufacturing and technology sectors have the most stocks reaching new highs, with respective counts of 535 and 492 [15][22] - The proportion of stocks reaching new highs within various indices, such as the CSI 2000 and CSI 1000, is significant, with ratios of 32.50% and 32.30% respectively [15][22] Group 3: Stable High-Performing Stocks - The report identifies 50 stable high-performing stocks based on criteria such as analyst attention, price strength, and trend continuity, with a focus on technology and manufacturing sectors [3][19][23] - The technology sector has the highest number of stable high-performing stocks, particularly in the electronics industry, while the manufacturing sector is led by the machinery industry [19][24]

- The report introduces a quantitative model named "250-Day New High Distance" to track market trends and identify leading stocks. The model calculates the distance between the latest closing price and the highest closing price over the past 250 trading days using the formula: $ 250\text{-Day New High Distance} = 1 - \frac{\text{Close}_{t}}{\text{ts\_max(Close, 250)}} $ where $\text{Close}_{t}$ represents the latest closing price, and $\text{ts\_max(Close, 250)}$ is the maximum closing price in the past 250 trading days. If the latest closing price reaches a new high, the distance equals 0; otherwise, it indicates the percentage drop from the peak[10][11][12] - The report evaluates the model positively, citing its ability to capture momentum and trend-following strategies effectively. It references prior research, such as [George@2004] and insights from investment books like "Stock Market Wizard," which emphasize the importance of tracking stocks near their 52-week highs[10][18][21] - The report applies the model to major indices, showing their respective 250-Day New High Distances as of August 1, 2025: - Shanghai Composite Index: 1.54% - Shenzhen Component Index: 4.38% - CSI 300: 4.73% - CSI 500: 2.25% - CSI 1000: 1.53% - CSI 2000: 1.08% - ChiNext Index: 8.93% - STAR 50 Index: 7.99%[11][12][33] - The report identifies industries and concept indices close to their 250-Day New Highs, such as Media, Communication, Pharmaceuticals, Defense, and Steel. Concept indices like Wind Microcap Equal Weight, Electronic Equipment, CRO, and Innovative Drugs also show proximity to their 250-Day New Highs[12][14][33] - The report tracks stocks that have reached 250-Day New Highs in the past 20 trading days. A total of 1,239 stocks are identified, with the highest counts in industries like Pharmaceuticals (192 stocks), Machinery (169 stocks), and Basic Chemicals (132 stocks). The highest proportions are found in Banking (64.29%), Steel (56.60%), and Nonferrous Metals (41.94%)[19][20][34] - The report introduces a factor named "Stable New High Stocks," which selects stocks based on criteria such as analyst attention, relative price strength, price path smoothness, and sustained new highs. Specific metrics include: - Analyst attention: At least five buy or overweight ratings in the past three months - Relative price strength: Top 20% in 250-day returns - Price path smoothness: Evaluated using metrics like cumulative absolute daily returns over 120 days - Sustained new highs: Average 250-Day New High Distance over the past 120 days - Trend continuation: Average 250-Day New High Distance over the past five days[24][27][28] - The report lists 50 stocks selected as "Stable New High Stocks," with the highest counts in Manufacturing (15 stocks) and Technology (14 stocks). Examples include Shenghong Technology, Borui Pharmaceuticals, and Feilihua[28][32][34]

Group 1 - The report tracks stocks, industries, and sectors that are reaching new highs, serving as market indicators and highlighting the effectiveness of momentum and trend-following strategies [1][4] - As of August 1, 2025, the distance to the 250-day new high for major indices is as follows: Shanghai Composite Index at 1.54%, Shenzhen Component Index at 4.38%, CSI 300 at 4.73%, CSI 500 at 2.25%, CSI 1000 at 1.53%, CSI 2000 at 1.08%, ChiNext Index at 8.93%, and STAR Market 50 Index at 7.99% [6][25] - Among the CITIC first-level industry indices, Media, Communication, Pharmaceuticals, Defense, and Steel are closest to their 250-day new highs, while Food & Beverage, Coal, Real Estate, Home Appliances, and Transportation are further away [9][25] Group 2 - A total of 1,239 stocks reached a 250-day new high in the past 20 trading days, with the highest number of new highs in the Pharmaceuticals, Machinery, and Basic Chemicals sectors [2][14] - The sectors with the highest proportion of new high stocks are Banking, Steel, and Non-ferrous Metals, with respective proportions of 64.29%, 56.60%, and 41.94% [14][16] - The manufacturing and cyclical sectors had the most new high stocks this week, with 381 and 297 stocks respectively, while the proportion of new high stocks in the CSI 2000, CSI 1000, CSI 500, CSI 300, ChiNext, and STAR Market indices are 21.85%, 20.30%, 21.80%, 19.33%, 16.00%, and 14.00% respectively [16][25] Group 3 - The report identifies 50 stocks that have shown stable new highs, including Shenghong Technology, Borui Pharmaceuticals, and Feilihua, with the most new high stocks in the Manufacturing and Technology sectors, totaling 15 and 14 respectively [3][21][26] - The Machinery industry had the highest number of new highs within the Manufacturing sector, while the Electronics industry led in the Technology sector [21][26]

Group 1 - The report tracks stocks, industries, and sectors that are reaching new highs, indicating market trends and hotspots [1][4] - As of July 11, 2025, the distance to the 250-day new high for major indices is as follows: Shanghai Composite Index 0.00%, Shenzhen Component Index 6.95%, CSI 300 5.67%, CSI 500 4.79%, CSI 1000 2.28%, CSI 2000 0.00%, ChiNext Index 13.46%, and STAR Market 11.75% [5][24] - The sectors closest to their 250-day new highs include Power and Utilities, Steel, Comprehensive Finance, Pharmaceuticals, and Non-ferrous Metals, while Food and Beverage, Coal, Consumer Services, Automotive, and Oil and Petrochemicals are further away [8][24] Group 2 - A total of 873 stocks reached a 250-day new high in the past 20 trading days, with the most significant numbers in Basic Chemicals, Machinery, and Pharmaceuticals [2][13] - The highest proportion of new high stocks is found in Banking, Comprehensive Finance, and National Defense and Military Industry, with respective proportions of 90.48%, 40.00%, and 33.61% [13] - The manufacturing and cyclical sectors had the most new high stocks this week, with 245 and 233 stocks respectively [15] Group 3 - The report identifies 38 stocks that are considered stable new highs, including Shenghong Technology, Beijing North, and Nanhua Futures, with the most in the Manufacturing and Technology sectors [3][21] - The Manufacturing sector had the highest number of new highs, particularly in the National Defense and Military Industry, while the Technology sector saw the most in the Electronics industry [21][25]

- The report tracks the market trend by monitoring stocks, industries, and sectors that have reached new highs, using a 250-day high distance metric[11][12][13] - The 250-day high distance is calculated as: $ 250 \text{ day high distance} = 1 - \frac{Closet}{ts\_max(Close, 250)} $ where Closet is the latest closing price and $ ts\_max(Close, 250) $ is the maximum closing price in the past 250 trading days[11] - As of June 20, 2025, the 250-day high distances for major indices are: Shanghai Composite Index 3.72%, Shenzhen Component Index 12.96%, CSI 300 9.62%, CSI 500 10.92%, CSI 1000 9.26%, CSI 2000 7.07%, ChiNext Index 21.19%, and STAR 50 Index 14.99%[2][12][13] - The report identifies 816 stocks that reached a 250-day high in the past 20 trading days, with the highest numbers in the pharmaceutical, basic chemicals, and machinery industries[3][19][20] - The report also tracks "stable new high stocks" based on analyst attention, relative stock strength, trend continuity, price path stability, and new high sustainability, selecting 26 stocks such as Sijia Photon, Shenghong Technology, and Boryung Pharmaceutical[3][25][27] - The selected stable new high stocks are mainly from the financial and cyclical sectors, with the financial sector having the most new highs in the banking industry and the cyclical sector in the basic chemicals industry[3][28][29]