中低频策略

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量化交易新规落地,高频交易戴上“紧箍咒”
2 1 Shi Ji Jing Ji Bao Dao· 2025-07-07 14:31
Core Viewpoint - The new regulations on algorithmic trading, effective from July 7, 2023, aim to impose precise supervision on high-frequency trading and strict constraints on abnormal trading, reshaping the market ecology and promoting the standardized development of the quantitative industry [1][4][19]. Summary by Relevant Sections High-Frequency Trading Regulation - The new regulations define high-frequency trading as any account making 300 or more orders per second or exceeding 20,000 orders per day, which will be subject to differentiated fees and additional reporting requirements [3][5][14]. - The regulations aim to suppress short-term speculation by limiting behaviors such as frequent order cancellations and manipulative trading, thereby reducing false liquidity and irrational market fluctuations [5][6]. Cost Implications - High-frequency trading strategies may see a decline in profitability by 30% to 50%, with smaller private equity firms facing elimination due to increased compliance costs [6][11]. - The introduction of a 1 yuan order fee and a 5 yuan cancellation fee will raise the breakeven point for high-frequency strategies by 30% to 50% [6][19]. Market Structure Changes - The regulations are expected to consolidate the advantages of leading quantitative firms that primarily use medium to low-frequency strategies, while smaller firms relying on high-frequency strategies may need to transition or exit the market [6][11]. - The overall market concentration is likely to increase, as smaller firms with insufficient technical reserves face pressure to adapt or exit [6][19]. Market Ecology Optimization - The regulations are anticipated to improve liquidity quality by reducing deceptive trading practices, allowing genuine supply and demand to be more accurately reflected in prices [6][11]. - The fairness of the market is expected to enhance as the technical advantages of high-frequency trading diminish, thereby protecting the interests of smaller investors [6][11]. Impact on Trading Volume - On the first day of the new regulations, the trading volume in the two markets decreased by over 200 billion yuan, indicating a potential impact on quantitative trading activities [8][9]. - Despite the drop, some market participants believe that the trading volume remained high, suggesting that the market's response to the new regulations may be within normal parameters [10][11]. Long-Term Industry Outlook - The new regulations are seen as a step towards a more transparent and fair market, promoting the sustainable development of the quantitative industry [16][19]. - The focus of competition in the quantitative sector is shifting from speed to the effectiveness of strategies, with an increasing emphasis on fundamental factors [19].
【西街观察】量化从拼速度到拼策略
Bei Jing Shang Bao· 2025-07-07 13:03
Core Viewpoint - The new regulations for algorithmic trading aim to enhance monitoring and regulation of high-frequency trading, promoting a more equitable trading environment and encouraging the development of core trading strategies over speed [1][2][3] Group 1: Regulatory Changes - The new rules, effective from July 7, impose limits on high-frequency trading, specifically capping the maximum number of orders and cancellations per account to 300 per second and 20,000 per day respectively [1] - The regulations are designed to mitigate the competitive advantages of speed in trading, thereby fostering a fairer market for retail investors [2][3] Group 2: Market Impact - The implementation of the new rules is expected to shift the focus of quantitative trading from speed to core trading strategies, leading to a restructuring of the quantitative trading strategy ecosystem [2] - As high-frequency trading advantages diminish, mid to low-frequency strategies are anticipated to become the mainstream, enhancing the market's value discovery function [2] Group 3: Future of Quantitative Trading - The transition from speed-based strategies to depth-oriented strategies is seen as a positive development, allowing quantitative trading to better integrate with the A-share market [3] - The new regulations are expected to lead to a more optimized market ecology, where genuine high-quality stocks are identified and valued appropriately, moving away from the "false prosperity" created by high-frequency strategies [2]