JoinQuant
JoinQuant (聚宽) is a Beijing-based, China-focused Python quantitative investment research platform offering data, backtesting, local-terminal execution, and an API (JQData) to 4,500+ financial institutions, individual quant traders, and developers.
- Company typePrivate
- Founded2015
- HeadquartersBeijing, China
- Headcount51–100
- GTM typeB2B
- OfferingSoftware
What JoinQuant does
JoinQuant (聚宽) is a Beijing-based, China-only quantitative investment research platform founded in 2015. The company operates a Python-based research stack (supporting Pandas, NumPy, and SQLAlchemy) that enables users to develop, backtest, simulate, and execute algorithmic trading strategies on professionally cleaned A-share, futures, options, fund, and macroeconomic data, with hundreds of commonly used factors and integrated third-party databases including GTA (Guotaian) data. Its product portfolio centers on the web-based JoinQuant Quantitative Research Platform, complemented by the JoinQuant Financial Terminal (JQClient) — a fully local desktop client that keeps strategy execution and research results on the user's machine for confidentiality — and JQData, a professional financial data API callable in three lines of Python code. Educational infrastructure includes JoinQuant Quantitative Classroom (100+ courses) and a curated Strategy Marketplace.
The company serves over 4,500 financial institutions and a long tail of individual quant traders, financial professionals, IT developers, and learning enthusiasts across China. Distribution is direct-to-user via joinquant.com under a self-serve, product-led growth model; the core research terminal, JQData basic access, learning resources, and community are free, while monetization is presumed through premium data subscriptions and enterprise offerings (no paid tiers are publicly disclosed). Marketing runs through Chinese content platforms (Zhihu column, Xueqiu, WeChat official account) and an in-platform community funnel. JoinQuant is privately held, has disclosed three funding rounds between 2015 and 2017 (including investment from Baidu in late 2017), and reports no revenue. Leadership comprises founder and CEO Simeng Gao (高思蒙).
JoinQuant firmographics
Firmographics- Name
- JoinQuant
- Legal name
- JoinQuant
- Website
- https://joinquant.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 51–100 employees
- Short description
- JoinQuant (聚宽) is a Beijing-based, China-focused Python quantitative investment research platform offering data, backtesting, local-terminal execution, and an API (JQData) to 4,500+ financial institutions, individual quant traders, and developers.
- Ownership category
- akta.pro rank
JoinQuant industry classification
Industry- Product category
- Quantitative Investment Software
- NAICS
- Securities and Commodity Exchanges (52321), Computer Systems Design and Related Services (54151)
- SIC
- Investment Advice (6282), Services-Computer Programming Services (7371)
- akta.pro primary industry
- Multi-Asset Trading Networks / Interdealer Broker Platforms (FSAFAEAJ)
Keywords
Where JoinQuant is headquartered
LocationHeadquarters
- HQ city
- Beijing
- HQ country
- China
- HQ region
- Asia
Markets served
JoinQuant business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales
Revenue model
- Freemium Platform Access: Free access to core quantitative research tools, historical data, and JQData API for local research. The platform appears to operate on a freemium model with free basic access to attract users.
- Premium Data Services: JQData provides professional-grade quantitative financial data; the platform may monetize through premium data offerings beyond the free tier
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Freemium | Monthly | Free access to core platform tools |
Go-to-market motion1 record
Distribution channels2 records
Marketing channels5 records
JoinQuant product offering
Product offeringCore offering
JoinQuant operates a Python-based quantitative investment research platform that provides professionally cleaned A-share, futures, options, fund, and macroeconomic data along with hundreds of factors and third-party databases. The platform supports strategy research, historical backtesting, simulated trading, and live trading, complemented by a local desktop terminal (JoinQuant Financial Terminal), a Python data API (JQData), an educational system with 100+ courses, and an online community.
Product overview
JoinQuant (聚宽) is a comprehensive quantitative investment platform offering a modular portfolio of products centered around its core web-based quantitative research platform. The platform includes the JoinQuant Financial Terminal (JQClient) for fully local strategy execution, the JQData API service for professional-grade financial data access via Python, the JoinQuant Quantitative Classroom for structured learning with 100+ courses, and a Strategy Marketplace for curated trading strategies. The platform provides professional-grade cleaned A-share data, futures data, options data, fund data, macro data, hundreds of commonly used factors, and third-party databases (including GTA data). The company serves over 4,500 financial institutions.
Differentiator
Problem solved
Functional benefit
Quantifiable outcome
- 4500+ financial institutions using the platform
- +1 more outcomes
Companies that use JoinQuant
Customer profileNamed customers1 record
Segments4 records
Ideal customer profiles2 records
JoinQuant technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability3 records
Feature5 records
JoinQuant partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered minor and core.
- Guorn (果仁网)minorGuorn.com is listed as a friendly link partner on JoinQuant's website, indicating a referral or content sharing relationship between the two quantitative investment platforms.
- GTA Data (国泰安数据)coreJoinQuant integrates GTA (Guotaian) financial data as a third-party database provider, offering GTA data through the platform for users' quantitative research needs.
Scale indicators5 records
Recent moves6 records
Expansion highlights6 records
JoinQuant competitors and assessment
Company assessmentDirect peers
- Uqer (优矿): Direct competitor operating a cloud-based quantitative research and backtesting platform for Chinese equities. Owned by Wind Information, giving it broader data licensing depth than JoinQuant.
- RiceQuant (米筐科技): Direct competitor offering Python-based quantitative research, backtesting, and live trading for A-shares with a community-driven model very similar to JoinQuant's.
- BigQuant: AI-focused quantitative investment platform in China with strategy development, backtesting, and live trading; competes for the same developer-trader segment as JoinQuant.
- MyQuant (掘金量化): Direct competitor providing quantitative strategy research, backtesting, and live trading platform with multi-broker connectivity across Chinese markets.
- Guorn (果仁网): Quant investment platform for Chinese retail and semi-pro traders; explicitly listed as a friendly-link partner on JoinQuant's website, indicating overlapping target users and product scope.
Emerging players
- Datayes (通联数据): Financial data and smart-beta/quant research provider serving institutional investors in China; overlaps with JoinQuant on research tools but emphasizes asset-management applications.
Broad incumbents
- Wind Information (万得): Dominant Chinese financial data terminal incumbent that owns Uqer; offers extensive market data, fundamentals, and analytics that form the upstream data layer for quant platforms like JoinQuant.
- Tonghuashun (同花顺 / 10jqka): Major Chinese retail trading and financial-information platform; competes broadly with JoinQuant for retail quant traders and offers its own strategy tools and data APIs.
- TradingView: Global charting, social, and brokerage-integrated trading platform; an alternative destination for technical and quantitative traders that overlaps with JoinQuant's community-and-research value proposition.
Regional players
- QuantConnect: Global cloud-based quantitative trading platform with Python/C# LEAN engine; serves the same algorithmic trader persona as JoinQuant but operates primarily outside China.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
JoinQuant financial estimates
Financial estimateRevenue estimate
Valuation estimate
JoinQuant leadership team
Management profileNumber of profiles
Profiles2 records
JoinQuant funding detail
Funding detailFunding overview
Funding rounds3 records
Investors4 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
JoinQuant M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about JoinQuant
What does JoinQuant do?
JoinQuant operates a Python-based quantitative investment research platform that provides professionally cleaned A-share, futures, options, fund, and macroeconomic data along with hundreds of factors and third-party databases. The platform supports strategy research, historical backtesting, simulated trading, and live trading, complemented by a local desktop terminal (JoinQuant Financial Terminal), a Python data API (JQData), an educational system with 100+ courses, and an online community.
Is JoinQuant a public or private company?
JoinQuant is a private company. It is classified as venture growth investor backed and is currently operating.
When was JoinQuant founded?
JoinQuant was founded in 2015. It employs 51 to 100 people.
Where is JoinQuant based?
JoinQuant is headquartered in Beijing, China, in the Asia region.
How does JoinQuant make money?
Two revenue lines are on record. Freemium Platform Access are the primary driver. The others are premium Data Services.
Who are JoinQuant's main competitors?
Direct peers on record are Uqer (优矿), RiceQuant (米筐科技), BigQuant, MyQuant (掘金量化) and Guorn (果仁网). Datayes (通联数据) is listed as an emerging player. Broad incumbents are Wind Information (万得), Tonghuashun (同花顺 / 10jqka) and TradingView. QuantConnect is listed as a regional player.
Does JoinQuant have an API?
Yes. JQData: A professional quantitative financial data API that allows users to call a full suite of quantitative financial data with just three lines of code, enabling flexible local quantitative research and investment decision-making. Supports Python SDK for local integration. Developer documentation is at www.joinquant.com/api.
What industry is JoinQuant in?
JoinQuant's product category is Quantitative Investment Software. Its primary akta.pro industry code is FSAFAEAJ, Multi-Asset Trading Networks / Interdealer Broker Platforms. Its NAICS code is 52321 and its SIC code is 6282.