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汽车行业新车跟踪报告:7月重点关注理想i8及零跑B01
Huachuang Securities· 2025-07-08 08:13
Investment Rating - The report maintains a "Recommendation" rating for the automotive industry, expecting the industry index to outperform the benchmark index by over 5% in the next 3-6 months [32]. Core Insights - The report highlights the upcoming launch of two significant new models in July 2025: the Li Auto i8 and the Leapmotor B01, which are expected to have a substantial impact on their respective stock prices. The Li i8 is a C-class six-seat electric SUV priced between 300,000 to 400,000 CNY, while the Leapmotor B01 is an A-class sedan priced between 100,000 to 150,000 CNY [6][10][18]. - The report suggests that the new models are likely to catalyze investment in the automotive sector, recommending a focus on companies such as Jianghuai Automobile, Li Auto, BAIC Blue Valley, SAIC Group, and others [6][10]. Summary by Sections Industry Overview - The automotive industry consists of 225 listed companies with a total market capitalization of approximately 30,810.37 billion CNY and a circulating market value of about 23,623.17 billion CNY [3]. Market Performance - The absolute performance of the automotive sector has seen declines of -3.5% over the past month, -4.3% over six months, and -9.1% over the past year. However, relative performance has improved by 1.3% over six months and 3.2% over the past year compared to the benchmark [4]. New Model Launches - The report emphasizes the importance of tracking the market expectations and launch situations of the Li i8 and Leapmotor B01, as they are anticipated to generate significant sales. The Li i8 is expected to sell 3,000 to 5,000 units monthly, while the Leapmotor B01 is projected to sell 8,000 to 10,000 units monthly [6][11][18]. Competitive Landscape - The Li i8 will compete in a market segment of approximately 130,000 units annually, targeting families with multiple children. Its main competitors include NIO ES6, Li L8, and Mercedes-Benz GLC [16]. - The Leapmotor B01 is positioned in a market of about 2.4 million units annually, appealing to young families seeking technology and value. Its competitors include BYD Qin L and Volkswagen Sagitar [21]. Investment Recommendations - The report recommends focusing on the new model launches as potential catalysts for investment in the automotive sector, particularly highlighting the Li i8 and Leapmotor B01. It suggests a positive outlook for Jianghuai Automobile and other companies mentioned [6][10].
流动性、交易拥挤度、投资者温度计周报:自媒体A股搜索热度创年内次新高-20250708
Huachuang Securities· 2025-07-08 06:45
Liquidity and Funding - The supply side of funds is contracting, with public equity new issuance dropping to 3.52 billion units from 14.36 billion, representing a 44% percentile over the past three years[8] - Southbound funds have maintained a weekly average net inflow of over 10 billion for seven consecutive weeks, totaling over 120 billion[4] - The total amount of stock buybacks increased significantly to 9 billion from 2.09 billion, reaching the 98% percentile over the past three years[24] Trading Congestion - The trading heat for the photovoltaic sector rose by 22 percentage points to 27%, while the steel sector increased by 21 percentage points to 39%[4] - The brokerage sector's trading heat increased by 14 percentage points to 53%, indicating a strong interest in these sectors[50] - Conversely, the mechanical sector's trading heat decreased by 11 percentage points to 11%, and the medical services sector fell by 6 percentage points to 84%[4] Investor Sentiment - Retail investor net inflow in the A-share market reached 81.57 billion, an increase of 21.87 billion from the previous value, placing it in the 37.6% percentile over the past five years[4] - The market saw a significant rise in search interest for A-shares on Kuaishou, reaching a new high for the year as the Shanghai Composite Index approached 3500 points[66] - The sentiment on Weibo improved significantly, driven by the Shanghai Composite Index hitting a new high, indicating a rise in optimistic sentiment among investors[74]
工业富联(601138):AI服务器、光模块业务高增,25Q2业绩超预期
Huachuang Securities· 2025-07-08 02:31
Investment Rating - The report maintains a "Strong Buy" rating for the company, indicating an expectation to outperform the benchmark index by over 20% in the next six months [1][21]. Core Insights - The company is experiencing significant growth in its AI server and optical module businesses, with Q2 2025 performance exceeding expectations. The forecasted net profit for H1 2025 is between 11.96 billion to 12.16 billion yuan, representing a year-on-year increase of 36.84% to 39.12% [1][6]. - The AI server segment is driving substantial revenue growth, with a projected increase of over 60% year-on-year. The overall cloud computing business is expected to grow by more than 50% compared to the same period last year [6]. - The company has established strong partnerships with major clients such as Microsoft, AWS, and NVIDIA, enhancing its competitive position in the AI server market [6]. Financial Summary - Total revenue is projected to grow from 609.14 billion yuan in 2024 to 1,196.68 billion yuan by 2027, with a compound annual growth rate (CAGR) of approximately 26% [2]. - Net profit attributable to shareholders is expected to rise from 23.22 billion yuan in 2024 to 42.96 billion yuan in 2027, reflecting a CAGR of around 19% [2]. - Earnings per share (EPS) is forecasted to increase from 1.17 yuan in 2024 to 2.16 yuan in 2027, indicating strong profitability growth [2]. Market Position - The company holds a leading position in the global server manufacturing sector, benefiting from the rising demand for AI infrastructure. The global AI server market is projected to grow from 125.1 billion USD in 2024 to 158.7 billion USD in 2025 [6]. - The company is enhancing its product offerings and optimizing its production capabilities, which is expected to further solidify its market share in the AI server segment [6].
化债攻坚系列之八:从2024年财报看城投平台新变化
Huachuang Securities· 2025-07-07 13:49
Report Summary 1. Industry Investment Rating No industry investment rating is provided in the report. 2. Core Views - The highlights in 2024 are the significant slowdown in the growth rates of interest - bearing debt and urban investment bonds of urban investment platforms, the remarkable effect of "hidden debt turning into explicit debt", and the convergence of investment and financing intensity [6][8][66]. - Concerns include the need to improve the financing structure, the considerable debt pressure in economically large provinces like Zhejiang and Jiangsu, the reduction of book funds and the decline in the coverage ratio of monetary funds to short - term debt, and the large - scale outstanding project payments from local governments to urban investment platforms and inter - state - owned enterprise transactions [6][8][67]. - In 2025, the focuses of urban investment include the delisting of financing platforms and their subsequent market - oriented transformation, the settlement of overdue enterprise accounts, and the resolution of non - standard products involving the public [9][68]. 3. Summary by Directory 3.1 2024 Urban Investment Debt Resolution Achievements - **Overall Debt Scale and Growth Rate**: The interest - bearing debt and urban investment bonds of urban investment platforms increased slightly year - on - year, with growth rates dropping to the lowest since 2019. The debt growth rate has declined for four consecutive years. The reasons are debt replacement by local government bonds, weakened project financing demand, and strict bond financing policies [13]. - **Provincial Debt Changes**: Six key provinces saw a year - on - year decrease in interest - bearing debt, with Tianjin and Guizhou having the most significant reduction. In terms of bonds, 12 provinces had a year - on - year decrease in urban investment bond scale, with Jiangsu, Tianjin, Hunan, and Guizhou having obvious shrinkage [17][19]. - **Debt Ratio Changes**: The local broad and explicit debt ratios continued to rise, with the explicit debt ratio's year - on - year growth rate reaching a new high in recent years. Since 2021, the growth rate of the explicit debt ratio has been higher than that of the broad debt ratio, in line with the debt resolution idea of "hidden to explicit". Most provinces saw an increase in the broad debt ratio in 2024, except for six provinces [22][25]. - **Financing Structure Changes**: The proportions of bank loans and bonds in urban investment debt both decreased year - on - year, with a combined decrease of 2.2 percentage points. This part of the financing demand may have shifted to high - cost non - standard financing channels [4][27]. - **Debt Maturity Structure Changes**: The proportion of long - term debt increased slightly in 2024, but there is still room for improvement compared with 2019 - 2022 [39]. 3.2 Information Revealed by the Three Financial Statements of Urban Investment Platforms - **Balance Sheet**: The asset - liability ratio of urban investment platforms was basically stable, but the short - term solvency weakened. The coverage ratio of monetary funds to short - term debt decreased, and the government's project payments and inter - state - owned enterprise transactions may still need improvement [5][43]. - **Income Statement**: The operating income of urban investment platforms decreased for the first time in six years in 2024, and the net profit continued to decline. This is related to the tight investment and financing environment and the change in government assessment focus [5][51]. - **Cash Flow Statement**: The net operating cash flow of urban investment platforms deviated from the income statement and increased significantly after turning positive in 2023. The net investment cash flow was continuously negative, and the net financing cash flow decreased by 39% year - on - year, indicating a convergence of investment and financing intensity [5][57][60]. 3.3 Summary and Outlook - **Summary**: The growth rates of interest - bearing debt and urban investment bonds slowed down, the debt scale was effectively controlled, and the investment and financing intensity of urban investment platforms converged [66]. - **Outlook**: In 2025, focus on the delisting and market - oriented transformation of financing platforms, the settlement of overdue enterprise accounts, and the resolution of non - standard products involving the public [9][68].
7月转债月报:7月日历效应明显,重视上游、成长-20250707
Huachuang Securities· 2025-07-07 11:42
1. Report Industry Investment Rating No relevant content provided. 2. Core Viewpoints of the Report - 7 - 8 months have obvious seasonal suppression on the equity market, but there is usually an opportunity for a market rally in the second half of the year. It is recommended to pay attention to upstream and growth sectors in July [1][9]. - The valuation of convertible bonds is currently at a high level, with limited upside potential. It is advisable to focus on rotational opportunities in upstream and growth sectors and adopt a trading - based strategy [3]. 3. Summary by Directory 3.1 7 - Month Equity Calendar Effect: Emphasize Upstream and Growth - Historically, A - shares usually have two overall market opportunities a year, in February - March and October - November respectively. The market is generally suppressed from July to August due to the disclosure of mid - year reports. It is expected that the wide - based index will continue to fluctuate in the short term, and attention should be paid to the second overall opportunity in the second half of the year after the mid - year report disclosure [1][9]. - In July, upstream industries such as steel, non - ferrous metals, agriculture, forestry, animal husbandry, and fishery, and basic chemicals have positive returns, with a winning rate of no less than 50% in the past 10 years. Growth sectors represented by electronics, military, and new energy also have high returns and winning rates [1][9]. - Seasonal factors in production and consumption in July are favorable for upstream industries. As the traditional consumption peak season approaches in the second half of the year and Q3 is the production peak season, the prices of industrial products, metals, and energy - chemical products have generally shown an upward trend in the past 20 years. Additionally, the strengthening of anti - involution policies may lead to price increases in upstream products [2][13]. 3.2 Valuation Outlook: Reaching the Previous High, Suggesting Prudence and Neutrality - As of last Friday, the premium rate per 100 yuan of convertible bonds reached over 25%, approaching the previous highs in October 2024 and March 2025. To break through the previous high, more factual changes are needed. From the perspective of the comparison between convertible bonds and the implied volatility of valuation options, convertible bonds are currently overvalued. It is recommended to focus on rotational opportunities in upstream and growth sectors, and the current is not a good time for allocation [3]. - In June, the convertible bond valuation showed different trends. The convertible bond style shifted to a more conservative one, with the index elasticity and trading volume lower than that of the A - share market. The trading concentration of technology - sector convertible bonds decreased, showing a shift towards cyclical and financial sectors [25]. 3.3 Key Focused Convertible Bonds - From June 4th to July 3rd, the convertible bond portfolio in June had a return of 1.80%, underperforming the benchmark index by 1.98 pct. Rongtai, Mingli, and Zhanggu had relatively high returns, while Huitong had a decline due to unexpected early redemption [33]. - The "Huachuang Convertible Bond" July key - focused portfolio has been adjusted to include Xingqiu, Mingli, Fenggong, Liqun, Rongtai, Zhanggu, Qingnong, Xingye, Huayi, Yifeng, Ziyin, and Zhongyin. The portfolio's bond - selection strategy combines top - down and bottom - up approaches, and the bond - selection requirements include specific criteria for holdings, ratings, and liquidity [36][40][41]. 3.4 Market Review: Slight Increase in Convertible Bonds and Underlying Stocks, Significant Increase in Valuation - In June, the underlying stock market and the convertible bond market both rose. As of June 27th, the Shanghai Composite Index, Shenzhen Component Index, Wind All - A Index, and CSI Convertible Bond Index all increased, with the overall valuation rising by 2.04 pct. Small - cap stocks outperformed, and technology and financial sectors were relatively strong [42]. - In terms of industry performance, most sectors of the underlying stocks and convertible bonds rose in June. The hot concepts mainly included stablecoins, circuit boards, and solid - state batteries. The market hotspots were concentrated in the financial real - estate and TMT sectors [46]. - The trading volume of both the convertible bond and equity markets increased in June. The margin trading balance also recovered rapidly, and most industries received net margin purchases [51][53]. 3.5 Supply and Demand Situation: Increase in New Convertible Bond Supply Month - on - Month, Slowdown in Pre - plan Pace - In June, 6 new convertible bonds were issued, and the Hengshuai Convertible Bond was listed. The online subscription for new convertible bonds heated up, with an average effective subscription amount of 7.25 trillion yuan and an online winning rate of 0.00186595%. The scale of convertible bonds awaiting issuance exceeded 35 billion yuan, and the pre - plan pace slowed down [58][59][64]. - In June, 3 convertible bonds announced downward revisions, 5 announced early redemptions, and many others announced non - redemptions or expected to meet redemption conditions [71][76]. - In May, the holders of convertible bonds on the Shanghai and Shenzhen Stock Exchanges were cautious, and the overall scale continued to decrease. Public funds reduced their holdings, enterprise annuities increased their holdings on the Shanghai Stock Exchange and reduced them on the Shenzhen Stock Exchange, securities company self - operations reduced their holdings, and asset management and collective wealth management increased their holdings [79][83][86].
各行业如何“反内卷”?
Huachuang Securities· 2025-07-07 10:45
宏观研究 证 券 研 究 报 告 【宏观快评】 各行业如何"反内卷"? ❖ 核心观点 近期市场对供给侧改革的关注升温,参照综合求是、人民日报、工信部等官方 表态,反内卷的重点行业或包括光伏、锂电、新能源汽车、电商平台等。结合 数据可得性与行业进展,我们重点关注 5 个产业,近期其基本面均面临一定压 力,例如光伏价格偏弱但生产端持续偏强、汽车销售折扣率再度提升、钢铁水 泥价格仍然偏弱、生猪行业临近亏损等。从其反内卷措施来看,以行业自律、 行政指导、舆论监督为主,按照约束力排序,或是钢铁>生猪>汽车>水泥>光 伏,关注后续落地进展。 ❖ 一、政策如何定调? 什么是"内卷式"竞争?参考求是中的界定,既包括企业端的低价竞争、同质 化竞争、与过度宣传营销,也包括政府端的"制造…不公平非普惠的优惠政策"、 "不顾地方产业基础和资源禀赋情况,盲目上马新兴产业、重点产业"、"保护 本地市场、扶持本地企业,设置或明或暗的市场壁垒"。 主要涉及哪些行业?综合求是、人民日报、工信部等官方表态,反内卷的重点 行业或包括光伏、锂电、新能源汽车、电商平台等。 如何"反内卷"?参照求是《深刻认识和综合整治"内卷式"竞争》的阐述, 反内卷需 ...
每周经济观察:WEI指数仍在较高位置-20250707
Huachuang Securities· 2025-07-07 10:45
Economic Indicators - The Huachuang Macro WEI index was at 6.00% as of June 29, 2025, down 1.63 percentage points from 7.63% on June 22, but still at a high level[7] - Domestic flight operations increased to 14,300 flights in the first five days of July, up 4% year-on-year, compared to 12,800 flights in June, which was up 0.8% year-on-year[9] - The land premium rate rebounded to 7.8% in the week of June 29, with a three-week average of 4.3%, compared to 4.93% in May[12] Real Estate and Trade - Real estate sales in 67 cities showed a year-on-year decline of 30% in the first four days of July, worsening from a 17.6% decline in June and a 13% decline in May[10] - Container throughput at Chinese ports fell to a year-on-year decline of 3.1% as of June 29, down from 4.3% the previous week[25] - Direct trade flow between China and the U.S. saw a 1.8% year-on-year decline in the number of container ships departing for the U.S. as of July 5, down from 3.3% at the end of June[26] Price Trends - Prices for coal and real estate construction materials rose due to "anti-involution" trends, with Shanxi thermal coal prices increasing by 0.5% and rebar prices in Shanghai rising by 2.9%[45] - The domestic commodity price index fell by 0.5%, while the overseas commodity price index rose by 0.6%[45] Debt and Interest Rates - As of June 30, 2025, new special bonds issued reached 2.2 trillion yuan, accounting for 50.5% of the annual target, higher than 38.5% in the same period last year[54] - The funding rates for DR001, DR007, and R007 decreased by 5.43bps, 27.46bps, and 43.2bps respectively compared to June 27[67]
游戏暑期档拉开序幕,关注高频流水向上趋势,淘宝闪购500亿补贴计划点燃即时零售“三国杀”
Huachuang Securities· 2025-07-07 04:13
Investment Rating - The report maintains a "Recommendation" rating for the media industry, expecting the industry index to rise more than 5% over the next 3-6 months compared to the benchmark index [44]. Core Insights - The gaming sector is expected to maintain a strong performance due to the summer peak season and potential catalysts from the AI industry in Q3, with a projected valuation uplift to 25x [3]. - The report highlights the significant impact of AI applications and the cultural confidence brought by popular IPs, suggesting a robust growth trajectory for the media sector [8][10]. - The report emphasizes the importance of the ongoing competition in the instant retail market, particularly with Alibaba's 500 billion RMB subsidy plan, which is expected to stimulate market activity [9][34]. Summary by Sections Market Performance - The media sector index rose by 2.70% last week, outperforming the CSI 300 index by 1.16%, ranking 6th among all sectors [12][10]. - The gaming market continues to show strong performance, with Tencent's products dominating the iOS sales charts [19][20]. Industry Data - As of July 4, 2025, the total market capitalization of the media sector is approximately 1,665.79 billion RMB, with 140 listed companies [4]. - The media sector's absolute performance over the past 12 months is 51.9%, indicating a strong recovery trend [5]. Gaming Market Insights - Key gaming companies such as Giant Network and Kyeing Network are expected to benefit from new product launches and AI integration, with significant revenue growth anticipated during the summer season [3][19]. - The iOS gaming sales rankings show a consistent presence of Tencent and NetEase products, indicating strong consumer engagement [20]. Film Market Overview - The film market has shown a recovery, with ticket sales reaching approximately 26.70 billion RMB as of July 4, 2025, recovering about 91% of the pre-pandemic levels [22][25]. - The top films during the reporting period include "Jurassic World: Rebirth" and "Detective Conan: The One-Eyed Phantom," contributing significantly to the overall box office [28]. Important News and Company Announcements - The report notes the launch of the AI-native UGC game engine Mirage by major tech firms, which could revolutionize game development [31]. - Alibaba's substantial subsidy plan for instant retail is expected to enhance market dynamics and consumer spending [34].
光伏行业周报(20250630-20250706):中央定调反内卷,有望推动光伏行业高质量发展-20250707
Huachuang Securities· 2025-07-07 01:42
Investment Rating - The report maintains a "Recommendation" rating for the photovoltaic industry, indicating an expectation of high-quality development driven by recent policy changes [1][11][12]. Core Insights - The report highlights the need to eliminate "involution" in the photovoltaic industry, emphasizing the importance of improving product quality and promoting the orderly exit of outdated production capacity [1][11]. - Recent government meetings and discussions among industry leaders suggest a focus on sustainable development and self-regulation within the industry, which is expected to improve supply and demand dynamics, leading to price and profit recovery [2][12]. - The photovoltaic sector is currently experiencing low price levels and profitability, with expectations for a rebound as supply-side policies are implemented [2][12]. Summary by Sections Industry Investment Rating - The report maintains a "Recommendation" rating for the photovoltaic industry, anticipating that the industry index will outperform the benchmark index by over 5% in the next 3-6 months [1][63]. Market Overview - The report notes a 2.82% increase in the comprehensive index and a 1.99% increase in the electric power equipment industry index for the week [13][14]. - The photovoltaic equipment sector saw a significant increase of 5.76% during the same period [17]. Photovoltaic Industry Chain Prices - The average price for polysilicon dense material and granular material remained stable at 35.0 and 34.0 RMB/kg respectively [3][37]. - The average price for monocrystalline N-type silicon wafers (182-183.75mm) decreased by 2.2% to 0.88 RMB/piece [3][37]. - The price for TOPCon battery cells (182-183.75mm) was reported at 0.230 RMB/W, reflecting a decrease of 2.1% [3][37]. - The price for 3.2mm coated photovoltaic glass decreased by 2.6% to 18-19 RMB/m² [4][43]. Industry Valuation - As of July 4, the industry PE (TTM) for photovoltaic equipment is reported at 18x, with a valuation percentile of 13.8% [25][33]. - The report indicates that the electric power equipment industry has a PE (TTM) of 26x, with a valuation percentile of 24.9% [25][31].
形态学短期看多指数减少,后市或先抑后扬
Huachuang Securities· 2025-07-06 14:14
Quantitative Models and Construction 1. Model Name: Volume Model - **Construction Idea**: This model uses trading volume data to predict short-term market trends[2][11] - **Construction Process**: The model evaluates trading volume changes across broad-based indices to generate buy or neutral signals. Specific thresholds or patterns in volume are used to determine the directional bias[11] - **Evaluation**: The model is partially optimistic for broad-based indices in the short term[11][66] 2. Model Name: Low Volatility Model - **Construction Idea**: This model focuses on the volatility of asset prices to assess market conditions[11] - **Construction Process**: The model calculates the historical volatility of indices and assigns a neutral signal when volatility remains within a predefined range[11] - **Evaluation**: The model is neutral for the short term[11][66] 3. Model Name: Institutional Feature Model (LHB) - **Construction Idea**: This model incorporates institutional trading data, such as large trades or block trades, to predict market movements[11] - **Construction Process**: The model analyzes institutional trading patterns, such as those from the "Dragon and Tiger List" (龙虎榜), to generate signals. A bearish signal is issued when institutional selling dominates[11] - **Evaluation**: The model is bearish for the short term[11][66] 4. Model Name: Intelligent Algorithm Models (HS300 and CSI500) - **Construction Idea**: These models use machine learning algorithms to analyze historical data and predict market trends[11] - **Construction Process**: The HS300 model generates a bullish signal for the CSI 300 index, while the CSI500 model remains neutral. The models likely use features such as price momentum, volume, and other technical indicators[11] - **Evaluation**: The HS300 model is optimistic, while the CSI500 model is neutral in the short term[11][66] 5. Model Name: Limit-Up/Limit-Down Model - **Construction Idea**: This model evaluates the frequency and distribution of limit-up and limit-down events to assess market sentiment[12] - **Construction Process**: The model calculates the ratio of stocks hitting daily price limits and assigns a neutral signal when no significant bias is observed[12] - **Evaluation**: The model is neutral for the medium term[12][67] 6. Model Name: Calendar Effect Model - **Construction Idea**: This model leverages seasonal or calendar-based patterns in market behavior[12] - **Construction Process**: The model analyzes historical performance around specific calendar dates (e.g., month-end or quarter-end) to generate signals. It remains neutral when no strong seasonal patterns are detected[12] - **Evaluation**: The model is neutral for the medium term[12][67] 7. Model Name: Long-Term Momentum Model - **Construction Idea**: This model uses long-term price momentum to predict market trends[13] - **Construction Process**: The model calculates momentum indicators over extended periods and assigns a neutral signal when no clear trend is identified[13] - **Evaluation**: The model is neutral for all broad-based indices in the long term[13][68] 8. Model Name: Comprehensive Weaponry V3 Model - **Construction Idea**: This composite model integrates multiple short-term, medium-term, and long-term signals to provide an overall market outlook[14] - **Construction Process**: The model aggregates signals from various sub-models (e.g., volume, volatility, momentum) and generates a bullish signal for the A-share market[14] - **Evaluation**: The model is optimistic for the A-share market[14][69] 9. Model Name: Comprehensive Guozheng 2000 Model - **Construction Idea**: This model focuses on the Guozheng 2000 index, combining multiple signals to assess market conditions[14] - **Construction Process**: Similar to the Weaponry V3 model, this model aggregates signals but remains neutral for the Guozheng 2000 index[14] - **Evaluation**: The model is neutral for the Guozheng 2000 index[14][69] 10. Model Name: Turnover-to-Volatility Model (Hong Kong Market) - **Construction Idea**: This model evaluates the ratio of turnover to price volatility to predict market trends in the Hong Kong market[15] - **Construction Process**: The model calculates the turnover-to-volatility ratio and generates a bullish signal when the ratio indicates strong market activity relative to volatility[15] - **Evaluation**: The model is optimistic for the medium term in the Hong Kong market[15][70] --- Backtesting Results of Models 1. Volume Model - **Signal**: Partially bullish for broad-based indices in the short term[11][66] 2. Low Volatility Model - **Signal**: Neutral for the short term[11][66] 3. Institutional Feature Model (LHB) - **Signal**: Bearish for the short term[11][66] 4. Intelligent Algorithm Models (HS300 and CSI500) - **Signal**: Bullish for HS300; neutral for CSI500 in the short term[11][66] 5. Limit-Up/Limit-Down Model - **Signal**: Neutral for the medium term[12][67] 6. Calendar Effect Model - **Signal**: Neutral for the medium term[12][67] 7. Long-Term Momentum Model - **Signal**: Neutral for all broad-based indices in the long term[13][68] 8. Comprehensive Weaponry V3 Model - **Signal**: Bullish for the A-share market[14][69] 9. Comprehensive Guozheng 2000 Model - **Signal**: Neutral for the Guozheng 2000 index[14][69] 10. Turnover-to-Volatility Model (Hong Kong Market) - **Signal**: Bullish for the medium term in the Hong Kong market[15][70]