Economic Overview - Iran's GDP is projected to grow by 3.66% in 2024, with a nominal GDP of $475.25 billion, while per capita GDP is expected to reach $5,190.2, growing by 2.58%[12] - The service sector contributes approximately 49.8% to Iran's GDP, followed by industry at 36.1% and agriculture at 10.8%[12] Inflation and Currency Issues - Iran faces high inflation, with CPI growth reaching 39.9% in 2019 and remaining above 30% since then, exacerbated by external sanctions and currency devaluation[19] - The Iranian Rial has depreciated significantly, with the official exchange rate rising to approximately 1,310,000 IRR per USD by February 2026, while black market rates exceed 1,640,000 IRR[23] Oil Production and Global Impact - Iran's proven oil reserves stand at 208.6 billion barrels, accounting for about 13.3% of global reserves, but its production is relatively low at 3.26 million barrels per day, representing only 4.5% of global output[27] - The Strait of Hormuz is crucial for global oil trade, with an estimated daily oil trade volume of 20 million barrels, constituting over 25% of global maritime oil trade[36] Trade Relations with China - In 2024, Iran's exports to China will account for 26% of its total exports, making China Iran's largest export market, while imports from China will also represent 26% of total imports[44] - China's exports to Iran are primarily machinery and electrical products, while Iran mainly exports oil to China, which is projected to import approximately 11 million barrels per day in 2024[39] Geopolitical Risks and Market Reactions - Increased geopolitical tensions in the Middle East are likely to drive up oil prices, with historical precedents indicating that military actions can lead to sustained price increases[56] - Gold is expected to rise in value as a safe-haven asset amid geopolitical uncertainties, with historical trends showing significant price increases following military conflicts[58] - Geopolitical conflicts typically suppress risk appetite, benefiting U.S. Treasury bonds while negatively impacting U.S. stock markets in the short term[62]

Investment Rating - The investment rating for the agriculture, forestry, animal husbandry, and fishery industry is "Positive" (maintained) [1] Core Insights - The industry is expected to face a soft supply situation throughout 2026, driven by factors such as weight recovery, a decline in breeding sentiment, and production efficiency improvements [3][4][21] - As of February 27, 2026, the average price of live pigs nationwide is 10.84 CNY/kg, reflecting a week-on-week decrease of 0.82 CNY/kg, indicating a weakening market post-holiday [3][13] - The average weight of pigs for both groups and individual farmers has increased post-holiday, with group weights rising to 125.19 kg (up 2.57 kg) and individual weights to 140.65 kg (up 0.98 kg) [3][13] Summary by Sections Weekly Observation - The industry is observing a decline in breeding sentiment since the last week before the Spring Festival, with breeding stock utilization rates dropping to 19.5% as of February 10, 2026, down 10.8 percentage points from January 30, 2026 [4][15] - The supply of breeding sows is showing a marginal increase, with a total of 1.1505 million sows reported in January 2026, up 0.65% month-on-month [21] Market Performance - From February 23 to February 27, 2026, the agricultural sector outperformed the market by 2.03 percentage points, with the agricultural index rising by 4.01% compared to a 1.98% increase in the Shanghai Composite Index [6][26] - Leading stocks include Yasheng Group (+17.46%), New Sai Co. (+12.79%), and Zhongxing Fungi (+12.29%) [6][34] Price Tracking - As of February 27, 2026, the average price of live pigs is 10.87 CNY/kg, down 7.33% from the previous week, while the average price of piglets is 25.42 CNY/kg, down 0.31% [37][38] - The feed-to-pork price ratio stands at 3.25:1, with self-breeding profits at -159.65 CNY per head, a decrease of 61.33% week-on-week [37][38] Key News - The 2026 version of the national standard for pesticide residue limits in food will officially take effect on March 1, 2026, aimed at enhancing food safety regulations [5][36]

Investment Rating - The industry investment rating is "Positive" (maintained) [1] Core Insights - The report indicates that the overall supply in the pig farming sector is expected to be loose throughout 2026, driven by factors such as weight recovery and a decline in breeding sentiment post-holiday [3][4][21] - As of February 27, 2026, the average price of live pigs nationwide is 10.84 CNY/kg, reflecting a week-on-week decrease of 0.82 CNY/kg [3][13] - The report highlights the importance of monitoring three key areas: weight, breeding, and frozen products, as they will significantly influence market dynamics [3] Summary by Sections Weekly Observation - The report notes a rebound in average slaughter weights for both group and individual farmers post-holiday, with group weights reaching 125.19 kg (up 2.57 kg week-on-week) and individual weights at 140.65 kg (up 0.98 kg) [3][13] - The breeding sentiment has notably declined since the last week before the Spring Festival, with breeding stock utilization rates dropping to 19.5% as of February 10, 2026, down 10.8 percentage points from January 30, 2026 [4][15] Market Performance - From February 23 to 27, 2026, the agricultural sector outperformed the market by 2.03 percentage points, with the agricultural index rising by 4.01% compared to a 1.98% increase in the Shanghai Composite Index [6][26] - Key stocks leading the gains include Yasheng Group (+17.46%), New Sai Co. (+12.79%), and Zhongxing Mushroom Industry (+12.29%) [6][34] Price Tracking - As of February 27, 2026, the average price of live pigs is 10.87 CNY/kg, down 0.86 CNY/kg from the previous week, while the average price of piglets is 25.42 CNY/kg, also down 0.08 CNY/kg [7][37] - The report indicates that the feed-to-pig price ratio is 3.25:1, with self-breeding profits at -159.65 CNY per head, a decrease of 61.33 CNY per head week-on-week [7][39] Key News - The 2026 version of the national standard for pesticide residue limits in food safety will officially take effect on March 1, 2026, which aims to enhance the quality and safety of agricultural products [5][36]

Investment Rating - The investment rating for the company is "Buy" (maintained) [1] Core Views - The company is expected to achieve significant revenue growth in 2025, with projected revenue of 603 million yuan, representing a year-on-year increase of 36.08%. The net profit attributable to the parent company is forecasted to be 172 million yuan, up 26.79% year-on-year [4] - The company is expanding its overseas production capacity, particularly in Thailand, which is expected to enhance its resilience against risks and improve operational efficiency [6] - The demand for medical endoscope products is increasing, and the company is actively developing new products in collaboration with clients in the optical and medical fields [5] Financial Summary - Revenue is projected to grow from 471 million yuan in 2023 to 603 million yuan in 2025, with a compound annual growth rate (CAGR) of 36.1% [7] - The net profit attributable to the parent company is expected to rise from 146 million yuan in 2023 to 172 million yuan in 2025, reflecting a year-on-year growth of 26.9% [7] - The company's gross margin is anticipated to improve from 63.7% in 2023 to 66.2% in 2025, indicating better cost management and pricing power [7]

Investment Rating - The industry investment rating is "Positive" (maintained) [1] Core Insights - Nvidia's performance exceeded expectations, with Q4 FY2026 revenue reaching $68.1 billion, a year-on-year increase of 73% and a quarter-on-quarter increase of approximately 19%. The data center business revenue was $62.3 billion, up 75% year-on-year and 22% quarter-on-quarter, driven by the continuous release of Blackwell and Blackwell Ultra products [5][13] - DeepSeek, in collaboration with Tsinghua University and Peking University, introduced the DualPath system to address storage bandwidth bottlenecks in LLM inference, achieving an average throughput increase of 1.96 times [6][16] - The global AI industry is expected to resonate, with significant capital expenditure increases from major players like Google and Meta, indicating a robust growth trajectory for AI-related sectors [14][18] Summary by Sections Nvidia Performance - Nvidia's Q4 FY2026 revenue was $68.1 billion, with a 73% year-on-year growth and a 19% quarter-on-quarter growth. Data center revenue reached $62.3 billion, marking a 75% year-on-year increase and a 22% quarter-on-quarter increase. The growth was primarily due to the release of Blackwell and Blackwell Ultra products, with the Grace Blackwell system contributing approximately two-thirds of the data center revenue [5][13][14] DeepSeek Innovation - DeepSeek's DualPath system addresses the KV-Cache storage bottleneck in LLM inference, significantly improving online inference throughput by 1.96 times. This innovation is seen as a milestone in AI computing, enhancing hardware utilization and facilitating the commercial application of large models [6][16] AI Industry Outlook - The report highlights a strong outlook for the AI industry, with major companies like Google and Meta increasing their capital expenditures significantly. This trend is expected to support the growth of AI computing and related technologies [14][18] Communication Data Tracking - As of December 2025, China had 4.84 million 5G base stations, with 1.204 billion 5G mobile users, reflecting an 18.74% year-on-year growth. However, 5G mobile phone shipments decreased by 27.3% year-on-year [28][30][41]

Investment Rating - The investment rating for Nvidia (NVDA.O) is "Buy" (maintained) [1][6] Core Insights - The report highlights that market demand is driven by the performance of agents, leading to an optimistic outlook for earnings release. The net profit forecasts for FY2027-2028 have been raised to $197.7 billion and $262.4 billion, respectively, from previous estimates of $170.9 billion and $214.4 billion. Additionally, a new net profit forecast for FY2029 is set at $320.15 billion, representing year-on-year growth of 64.7%, 32.7%, and 22.0%. The current stock price corresponds to a PE valuation of 21.9, 16.6, and 14.0 times for the respective years [6][7]. Financial Summary - For FY2026 Q4, Nvidia reported revenue of $68.127 billion, a year-on-year increase of 73%. The data center segment generated $62.314 billion, with year-on-year and quarter-on-quarter growth of 75% and 22%, respectively. The computing business contributed $51.334 billion, reflecting a year-on-year and quarter-on-quarter increase of 58% and 19%. The networking business revenue reached $10.98 billion, showing significant growth of 263% year-on-year and 34% quarter-on-quarter. The gaming segment reported $3.727 billion, with a year-on-year increase of 47% but a quarter-on-quarter decline of 13% due to seasonal factors. The professional visualization segment achieved $1.321 billion, up 159% year-on-year. The non-GAAP gross margin for Q4 was 75.2%, with a quarter-on-quarter increase of 1.6 percentage points, resulting in a non-GAAP net profit of $39.552 billion, a year-on-year increase of 79% [7][9]. Future Guidance - For FY2027 Q1, Nvidia provides guidance for revenue of approximately $78 billion, with a non-GAAP gross margin of 75%. The price upgrades driven by the Blackwell Ultra and Rubin series are expected to mitigate cost fluctuations [7][9]. Product Development - The report mentions that the VR series is set to be shipped, with the first batch of Vera Rubin samples sent to customers, and mass production expected to begin in the second half of the year. Nvidia is also advancing collaborations with model manufacturers such as OpenAI, Anthropic, and Meta, as the demand for computational power is anticipated to rise significantly with the growth of Agentic AI [8].

Investment Rating - The industry investment rating is "Positive" (maintained) [1] Core Insights - Nvidia's FY2026 Q4 revenue reached $68.1 billion, a year-on-year increase of 73% and a quarter-on-quarter increase of approximately 19%. The data center business revenue was $62.3 billion, growing 75% year-on-year and 22% quarter-on-quarter, primarily driven by the release of Blackwell and Blackwell Ultra products [5][13] - DeepSeek, in collaboration with Tsinghua University and Peking University, introduced the DualPath system, which significantly enhances online inference throughput by an average of 1.96 times, addressing storage bandwidth bottlenecks in LLM inference [6][16] - The report emphasizes the ongoing global AI resonance, highlighting four main investment themes: optical networks, liquid cooling, domestic computing power, and satellite internet [7][18] Summary by Sections Nvidia Performance - Nvidia's data center revenue is projected to continue growing, with an expected FY2027 Q1 revenue of $78 billion, not accounting for Chinese data center income. The demand for Nvidia's AI chips from major cloud service providers remains strong, contributing over 50% of the data center revenue [14][15] DeepSeek Innovation - The DualPath system represents a milestone innovation in AI computing power, effectively breaking traditional single-path dependencies and optimizing model efficiency and cost structure. This collaboration between academia and industry is expected to establish technological barriers in the domestic computing power industry [6][16][17] Investment Recommendations - The report recommends focusing on three core AI themes: optical networks, liquid cooling, and domestic computing power, while also considering AI applications, telecom operators, and satellite internet & 6G sectors. Specific recommended stocks include Zhongji Xuchuang, Xin Yi Sheng, and others across various segments [18][19][20] Communication Data Tracking - As of December 2025, China had 4.84 million 5G base stations, with 1.204 billion 5G mobile phone users, reflecting an 18.74% year-on-year growth. However, 5G mobile phone shipments saw a decline of 27.3% year-on-year [28][30][41]

Investment Rating - The report assigns a "Buy" rating for the company, marking its first coverage [2]. Core Insights - The company has returned to a high-quality growth trajectory, with a significant increase in store openings and same-store sales, achieving a "Davis Double" effect. In 2025, the company plans to add 1,416 new stores, bringing the total to 11,566, with a revenue forecast of HKD 77.5-78.5 billion, representing a year-on-year growth of 19.8-21.3% [5][17]. - The company is positioned as a leader in the nearly trillion-yuan market for home dining, leveraging a successful model inspired by Japan's Kobe Bussan, focusing on integrated production and sales with high cost-performance [5][49]. - The company aims to reach 20,000 stores in the next five years, targeting lower-tier cities and expanding its global footprint, starting with product exports from Hainan [7][19]. Company Overview - The company operates as a "community central kitchen," having transitioned from B2B frozen food wholesale to B2C community food retail since 2017. It has seen rapid expansion, with over 10,000 signed stores by 2022 and a listing on the Hong Kong Stock Exchange in 2023 [17][18]. - The company has established a robust supply chain with seven owned factories, increasing its self-production ratio from over 20% to 40-50% [6][25]. Financial Analysis - In the first half of 2025, the company achieved revenue of HKD 32.4 billion, a year-on-year increase of 21.6%, with a core operating profit of HKD 1.9 billion, up 122.4% [38][40]. - The core operating profit margin reached a historical high of 5.9%, with a stable gross margin of 22.1%. The company has effectively controlled expenses, maintaining a sales expense ratio around 9% [42][44]. Industry Overview - The trend of home dining is growing, with the market expected to reach HKD 71,089 billion by 2027, driven by a shift towards cost-effective and healthy eating options [49][51]. - The proportion of semi-prepared meal products in home dining is projected to increase from 4.6% in 2018 to 13.2% by 2027, indicating a significant market opportunity for the company [54].

Investment Rating - Investment rating: Positive (maintained) [1] Core Viewpoints - The report indicates that the European electric vehicle market is expected to continue growing, driven by the resumption of subsidies in Germany and Sweden, as well as the continuation of subsidy policies in the UK, France, Italy, and Spain. This growth is further supported by a new round of vehicle cycles [7][14][38] - The EU's proposal to adjust the 2035 emission reduction targets is not expected to impact the long-term trend of electrification in Europe. Instead, it introduces incentives for small electric vehicles and imposes requirements on zero-emission models for corporate fleets, which will further promote electric vehicle sales [7][38] Summary by Sections Electric Vehicle Sales in Europe - In January 2026, the sales of new energy vehicles in nine European countries reached 207,000 units, a year-on-year increase of 23.1%, with a penetration rate of 29.5%, up by 6.1 percentage points [5][14] - Germany's BEV sales in January 2026 were 43,000 units, up 23.8% year-on-year, with the resumption of electric vehicle subsidies [19] - The UK saw BEV sales of 30,000 units in January 2026, a slight increase of 0.1% year-on-year, while PHEV sales rose by 47.3% [21] - France's BEV sales reached 30,000 units in January 2026, marking a significant year-on-year increase of 52.1% [23] - Sweden's BEV sales were 7,000 units in January 2026, up 18.6% year-on-year, with new subsidies starting in 2026 [25] - In Italy, BEV sales were 9,000 units in January 2026, a year-on-year increase of 40.4% [29] - Spain's BEV sales reached 6,000 units in January 2026, up 29.1% year-on-year [34] Investment Recommendations - Lithium Batteries: Recommended companies include CATL, Yiwei Lithium Energy, and Xinwangda, with beneficiaries including Zhongxin Innovation and Guoxuan High-Tech [7][38] - Lithium Materials: Recommended companies include Hunan Youneng and Tianci Materials, with beneficiaries including Fulian Precision and Wanrun New Energy [7][38] - Lithium Battery Structural Components: Recommended companies include Minglida and Minshi Group, with beneficiaries including Kodali and Hesheng Co [40] - Power/Electric Drive Systems: Recommended companies include Weimaisi and Futec Technology, with beneficiaries including Xinrui Technology and Huangshan Gujie [40] - Charging Stations and Modules: Recommended companies include Youyou Green Energy and Tonghe Technology, with beneficiaries including Shenghong Co [40]

Quantitative Models and Construction Methods Barra Style Factors - **Model Name**: Barra Style Factors - **Construction Idea**: The model tracks the performance of common style factors such as size, value, growth, and profitability[3][13] - **Specific Construction Process**: The factors are calculated based on predefined metrics. For example: - **Size Factor**: Measured by market capitalization - **Value Factor**: Measured by book-to-market ratio - **Growth Factor**: Measured by growth-related metrics - **Profitability Factor**: Measured by earnings expectations[3][13] - **Evaluation**: The model provides a comprehensive view of style factor performance across different dimensions, aiding in understanding market trends[3][13] Open-Source Trading Behavior Factors - **Factor Name**: Ideal Reversal Factor - **Construction Idea**: Identifies trading days with the strongest reversal attributes based on large transaction sizes[4][13] - **Specific Construction Process**: 1. Retrieve the past 20 days of data for a stock 2. Calculate the average transaction size per day 3. Identify the 10 days with the highest and lowest transaction sizes 4. Compute the cumulative returns for these days: \( M_{\text{high}} \) and \( M_{\text{low}} \) 5. Calculate the factor as \( M = M_{\text{high}} - M_{\text{low}} \)[40][42] - **Evaluation**: Captures micro-level reversal forces effectively[4][13] - **Factor Name**: Smart Money Factor - **Construction Idea**: Tracks institutional trading activity using minute-level price and volume data[4][13] - **Specific Construction Process**: 1. Retrieve the past 10 days of minute-level data 2. Calculate the indicator \( S_t = \frac{|R_t|}{V_t^{0.25}} \), where \( R_t \) is the return and \( V_t \) is the volume for minute \( t \) 3. Sort minutes by \( S_t \) and select the top 20% by cumulative volume 4. Compute the volume-weighted average price (VWAP) for these minutes (\( \text{VWAP}_{\text{smart}} \)) and for all minutes (\( \text{VWAP}_{\text{all}} \)) 5. Calculate the factor as \( Q = \frac{\text{VWAP}_{\text{smart}}}{\text{VWAP}_{\text{all}}} \)[41][43] - **Evaluation**: Effectively identifies institutional trading patterns[4][13] - **Factor Name**: APM Factor - **Construction Idea**: Measures the difference in trading behavior between morning and afternoon sessions[4][13] - **Specific Construction Process**: 1. Retrieve the past 20 days of data 2. Calculate daily overnight and afternoon returns for both the stock and the index 3. Perform regression to obtain residuals for overnight (\( \epsilon_{\text{overnight}} \)) and afternoon (\( \epsilon_{\text{afternoon}} \)) returns 4. Compute the daily difference \( \delta_t = \epsilon_{\text{overnight}} - \epsilon_{\text{afternoon}} \) 5. Calculate the statistic \( \text{stat} = \frac{\mu(\delta_t)}{\sigma(\delta_t) / \sqrt{N}} \), where \( \mu \) is the mean, \( \sigma \) is the standard deviation, and \( N \) is the sample size 6. Regress \( \text{stat} \) against a momentum factor and use the residual as the APM factor[42][44][45] - **Evaluation**: Captures intraday behavioral differences effectively[4][13] - **Factor Name**: Ideal Amplitude Factor - **Construction Idea**: Measures the structural differences in amplitude information between high and low price states[4][13] - **Specific Construction Process**: 1. Retrieve the past 20 days of data 2. Calculate daily amplitude as \( \text{Amplitude} = \text{High Price} / \text{Low Price} - 1 \) 3. Compute the average amplitude for the top 25% (high price) and bottom 25% (low price) trading days 4. Calculate the factor as \( V = V_{\text{high}} - V_{\text{low}} \)[47] - **Evaluation**: Highlights structural differences in price amplitude effectively[4][13] - **Factor Name**: Composite Trading Behavior Factor - **Construction Idea**: Combines the above factors using ICIR-based weights to enhance overall performance[31] - **Specific Construction Process**: 1. Standardize and winsorize individual factors within industries 2. Use the past 12 months' ICIR values as weights to compute the composite factor[31] - **Evaluation**: Provides a robust and comprehensive measure of trading behavior[31] --- Model Backtesting Results Barra Style Factors - **Size Factor**: Return of -0.44% in February 2026[3][13] - **Value Factor**: Return of 0.16% in February 2026[3][13] - **Growth Factor**: Return of -0.15% in February 2026[3][13] - **Profitability Factor**: Return of 0.00% in February 2026[3][13] Open-Source Trading Behavior Factors - **Ideal Reversal Factor**: - IC: -0.048 - RankIC: -0.060 - IR: 2.39 - Monthly win rate: 77.5% (historical), 58.3% (last 12 months) - February 2026 return: -0.40%[5][14] - **Smart Money Factor**: - IC: -0.037 - RankIC: -0.062 - IR: 2.69 - Monthly win rate: 80.4% (historical), 66.7% (last 12 months) - February 2026 return: -0.76%[5][19] - **APM Factor**: - IC: 0.028 - RankIC: 0.034 - IR: 2.25 - Monthly win rate: 75.8% (historical), 41.7% (last 12 months) - February 2026 return: -0.45%[5][23] - **Ideal Amplitude Factor**: - IC: -0.053 - RankIC: -0.073 - IR: 2.99 - Monthly win rate: 82.6% (historical), 66.7% (last 12 months) - February 2026 return: -0.67%[5][26] - **Composite Trading Behavior Factor**: - IC: 0.065 - RankIC: 0.093 - IR: 3.23 - Monthly win rate: 79.1% (historical), 58.3% (last 12 months) - February 2026 return: -0.60%[5][31]