Mingshi Private Equity Fund Management

What Mingshi Private Equity Fund Management does

Mingshi Private Equity Fund Management (Shanghai Mingshi Private Fund Management Co., Ltd. / 上海鸣石私募基金管理有限公司) is a Chinese quantitative hedge fund manager founded in December 2010 by Wharton School professor Yu Yuan and Robert Stambaugh. The firm manages over RMB 100 billion in onshore quantitative AUM plus several hundred million USD in offshore China-A strategies through its Hong Kong subsidiary (Mingshi International), making it one of the earliest and largest hundred-billion-level quantitative private fund managers in China. Its core product set spans five systematic strategies: Quantitative Market Neutral (量化对冲), Index Enhancement (指数增强), Quantitative Long Only (量化多头), Timing Hedge (择时对冲), and CTA derivatives strategies, all built on the proprietary Five Rings Multi-Core (五环多核) assembly-line research framework that divides investment research into five segments — factors, AI, optimization, risk control, and trading execution.

The firm's technology stack combines academic asset-pricing research with applied AI/ML: the Genesis AI Laboratory (G-Lab) conducts fundamental AI research for factor combination and signal generation, the Constellation Plan supercomputing center provides 15,000 cores of compute capacity (with an 80% annual improvement rate), and a proprietary academic database (CH-3 and CH-4 factors) supports factor research. Risk management uses a dual proprietary-plus-MSCI Barra model, and trading servers are co-located at the Shanghai Stock Exchange data center for ultra-low latency. The firm produces peer-reviewed academic work (notably publications in the Journal of Financial Economics) and has published in sentiment analysis and factor research.

Mingshi's revenue model is a typical hedge fund structure: recurring management fees on AUM plus performance fees on fund returns, sourced from a diversified institutional and qualified-investor base. Distribution is primarily B2B/enterprise — direct sales to bank wealth management subsidiaries, insurance companies, securities firms, family offices, and ultra-high-net-worth individuals (with a 1 million RMB minimum investment under Chinese private fund regulations), supplemented by international distribution through Mingshi HK, a Japan office targeting Japanese institutional and individual investors, and a New York office for global investor relations. The firm grew organically from proprietary capital in 2010 to current scale without disclosed PE/VC backing, completing a major strategic pivot in 2016-2017 from low-frequency to high-frequency strategies following Chinese stock-index futures restrictions.

Name

Mingshi Private Equity Fund Management

Legal name

Shanghai Mingshi Private Fund Management Co., Ltd. (上海鸣石私募基金管理有限公司)

Website

https://mingshiim.com

Company type

Private

Founded year

2010

Operating status

Operating

Headcount range

51–100 employees

Short description

Mingshi Private Equity Fund Management is a Chinese quantitative hedge fund manager founded in 2010 by Wharton professors, managing over RMB 100 billion across market neutral, index enhancement, and CTA strategies using its proprietary Five Rings Multi-Core AI research system, serving institutional investors, family offices, and qualified high-net-worth individuals.

Ownership category

akta.pro rank

Product category

Quantitative Asset Management

NAICS

Portfolio Management and Investment Advice (523940), Portfolio Management and Investment Advice (52394), Other Investment Pools and Funds (5259)

SIC

Investment Advice (6282)

akta.pro primary industry

Multi-Strategy — Single-Manager, Multi-PM (FSAHAFAB)

akta.pro secondary industries

Alternative Investments for Private Wealth (Hedge Funds, PE/VC Access, Private Credit) (FSAAABAI), Managed Account / SMA Multi-Manager Platforms (FSANAGAL)

Keywords

• Quantitative investment management
• Hedge fund strategies
• Index enhancement products
• Market neutral funds
• CTA derivatives strategies

Headquarters

HQ city

Pudong

HQ country

China

HQ region

Asia

Offices4 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Infrastructure, Operations, Marketing or Sales

Revenue model

1. Fund Management Fees: Management fees charged on AUM for quantitative hedge funds, index enhancement products, and CTA strategies. Fee structure targets qualified investors with minimum 1 million RMB investment.
2. Performance Fees: Performance-based income from fund returns, generating alpha through market neutral and index enhancement strategies.

Pricing tiers

Go-to-market motion3 records

Distribution channels4 records

Marketing channels6 records

Core offering

Shanghai Mingshi Private Fund Management Co., Ltd. is a Chinese quantitative hedge fund manager that runs systematic trading strategies for China A-shares, futures and options. It offers a unified product suite built on a proprietary "Five Rings Multi-Core" research pipeline covering factor research, AI, optimization, risk control and execution, and delivers its strategies through private fund vehicles serving qualified institutional and high-net-worth investors.

Product overview

Mingshi Private Equity Fund Management (上海鸣石私募基金管理有限公司) is a quantitative investment management firm offering a unified platform of systematic trading products for the China A-share market. The core portfolio consists of Market Neutral (量化对冲), Index Enhancement (指数增强), Quantitative Long Only (量化多头), Timing Hedge (择时对冲), and CTA derivatives strategies. These products share underlying research infrastructure powered by the proprietary 'Five Rings Multi Core' quantitative factory system, which integrates factor research, AI-driven optimization, and risk management across all strategies. Supporting infrastructure includes the Genesis AI Laboratory (G-Lab) for fundamental AI research and the Constellation Plan Supercomputing Center providing 15,000 Core computational capacity. The firm also manages offshore China-A funds through its Hong Kong subsidiary.

Differentiator

Problem solved

Functional benefit

Brands

• G Lab (Genesis AI Laboratory): AI research laboratory strengthening fundamental AI disciplines, originating from Mingshi's Five Rings Multi-Core quantitative pipeline investment research system
• Constellation Plan
• Mingshi Alpha

Products and services

• Quantitative Market Neutral (量化对冲) Market neutral strategy implemented by going long equities and short index futures and/or short equities, designed to produce absolute returns by eliminating market risk exposure. Targets qualified investors with a minimum 1 million RMB subscription.
• Index Enhancement (指数增强) Quantitative strategy that holds long equities optimized against a benchmark index, aiming to outperform the benchmark and deliver combined Alpha+Beta returns on a monthly basis.
• Quantitative Long Only (量化多头) Long-only quantitative equity strategy with lower market risk than index enhancement, designed for investors seeking targeted long equity exposure.
• Quantitative CTA Strategy (量化CTA) Commodity trading advisor strategy that uses derivatives to hedge risk and generate returns in the Chinese derivatives market.
• Timing Hedge (择时对冲) Hybrid strategy between pure market neutral and index enhancement that adds tactical market exposure to enhance returns during favorable periods while accepting higher drawdown during poor periods.
• Mingshi OPTIMA Fund (Offshore China-A Market Neutral) Offshore China-A market neutral fund distributed to international investors through Mingshi HK's Hong Kong subsidiary, providing non-China-domiciled access to the firm's market neutral strategy.
• Mingshi MAXIMA Fund (Offshore China-A Long-Only) Offshore China-A long-only fund distributed internationally through Mingshi HK, giving foreign investors direct long exposure to A-shares.

Quantifiable outcome

• Over 10% annual alpha generation in 2022 for index enhancement and quantitative long strategies
• +4 more outcomes

Named customers5 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature6 records

Partnerships

Six partnerships are on record, tiered major and core.

• CITIC Securities (中信证券)majorGTM or Marketing Partner · 4 December 2023Mingshi International President Zhou Sheng participated in CITIC Securities 2024 Annual Investment Strategy Conference. Partnership for promoting China market investment opportunities to global institutional investors attending the conference.
• Shanghai University of Finance and Economics (上海财经大学)coreStrategic or Co-development Partner · 10 January 2022Strategic cooperation agreement to establish 'SUFE Mingshi Mathematical Finance Laboratory' (上财鸣石数理金融实验室), China's first domestic mathematical finance laboratory in the field of quantitative investment. Partnership covers financial research, talent cultivation, faculty development, and think tank construction. Mingshi provides data, computing power, AI platform support while university provides academic expertise and intellectual resources.
• Bank of China Private BankingmajorChannel Partner/ Reseller/ Distributor · 1 January 2021Won Best Asset Management Institution in Quantitative Strategies Group in Bank of China Private Banking Cup 2019, indicating ongoing partnership for private banking client distribution.
• OP Investment Management Limited (OPIM)coreStrategic or Co-development Partner · 1 January 2019Research partnership with Hong Kong-based OPIM to launch offshore China-A market neutral and long-only strategies. Mingshi provides quantitative research and strategy while OPIM handles regulatory licensing and distribution.
• ICBC (Industrial and Commercial Bank of China)majorChannel Partner/ Reseller/ Distributor · 1 January 2016Included in ICBC White List for private fund managers; manages outsourced capital from ICBC. Represents key bank partnership for institutional capital deployment.
• Shenwan Hongyuan Securities (申万宏源证券)majorChannel Partner/ Reseller/ Distributor · 1 January 2013First institutional investor partnership beginning in 2013. Shenwan Hongyuan became Mingshi's first institutional capital provider and continues as key distribution partner.

Scale indicators8 records

Recent moves10 records

Expansion highlights6 records

Direct peers

• 9Sigma Quantitative (九坤投资): One of China's earliest and largest quantitative hedge funds (10B+ RMB AUM tier) offering market neutral, index enhancement, and CTA strategies with deep machine learning infrastructure — a direct competitor to Mingshi.
• Kaifeng Investment (凯丰投资): Large China-based macro/quant hedge fund manager. Comparable as a domestic alternatives manager serving institutional and family office clients with risk-controlled strategies.
• Lingjun Investment (灵均投资): Top-tier Chinese quantitative fund manager running multi-strategy, multi-frequency programs on A-shares and futures; serves similar institutional and qualified-investor client base.
• High-Flyer (Ubiquant / 幻方量化): China's largest quantitative hedge fund manager using AI and factor investing across A-shares. Directly comparable as a domestic Chinese quant multi-strategy firm competing for the same institutional and UHNW mandates.
• Greenwoods Asset Management (景林资产): One of China's largest China-focused alternative asset managers (equity long/short) — a domestic peer serving institutional and HNW clients with risk-managed equity strategies.

Broad incumbents

• Man Group (China A-share quantitative funds): Global systematic/quant manager with established China-A exposure and multi-strategy platform. Comparable in offering systematic, multi-frequency strategies to institutions, though broader in geographic scope.
• Two Sigma Asia: Systematic, technology-driven investment manager with significant Asia/China presence. Comparable as a quant/AI-driven multi-strategy firm using heavy compute and ML for signal generation.
• DE Shaw (Asia): Global systematic investment firm with quantitative equity and multi-strategy capabilities. Comparable as an enterprise-scale quant platform using proprietary technology to serve institutional clients, including in Asia.
• Citadel (Asia): Global multi-strategy hedge fund with significant quantitative capabilities across geographies, including Asia. Comparable as a quant multi-strategy platform serving institutional capital, but operates at a vastly larger global scale.

Others

• China Securities Index (CSI) / ChinaAMC index funds: Large Chinese asset manager offering index enhancement and quant products; provides an adjacent benchmark for the index-enhancement strategy segment where Mingshi competes.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks7 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/mingshiim

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Subsidiaries2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Mingshi Private Equity Fund Management