BigQuant
BigQuant is a Chengdu-based AI-powered quantitative investment trading platform offering automated machine learning, PB-level financial data, and a 2000+ factor library for institutional investors, quant trading firms, banks, and individual traders in China.
- Company typePrivate
- Founded-
- HeadquartersChengdu, China
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What BigQuant does
BigQuant is an AI-powered quantitative investment trading platform operated by 宽邦科技 (Kuāngbāng Technology / BigAI Technology), headquartered in Chengdu, China, and serving the Chinese domestic market. The platform provides enterprise-grade AI infrastructure for quantitative trading, comprising automated machine learning, hyperparameter optimization, a 2000+ factor library with AI-powered derivation, a visual development environment seamlessly integrated with Python, and advanced optimization tools including portfolio optimizer, rolling training, and attribution analysis. Its modular architecture spans AI Studio for strategy development, a Data Platform housing PB-level proprietary financial data and alternative investment data, Factor Research (Alpha), My Trading for simulation and live execution, Quant College for education, and a Wiki knowledge base.
The business operates on a freemium, product-led model: users register free for immediate access to core tooling, while an Enterprise Edition (企业版) is sold through parent company BigAI to institutional clients requiring compliance, dedicated support, and custom data services. The go-to-market combines PLG with a community-led motion—量化学院 (Quant College), 知识库 (Wiki), QQ user groups, and content distribution across Weibo, Zhihu, Bilibili, and WeChat. Revenue is derived from subscriptions across platform access, enterprise AI services, and data services, though pricing is not publicly disclosed. Customer targeting spans institutional investors and quant trading firms (primary), individual quant traders, and financial institutions including banks, brokers, and funds, with the platform claiming adoption by 'domestic TOP financial institutions' without named logos.
BigQuant firmographics
Firmographics- Name
- BigQuant
- Legal name
- BigQuant
- Website
- https://bigquant.com
- Company type
- Private
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- BigQuant is a Chengdu-based AI-powered quantitative investment trading platform offering automated machine learning, PB-level financial data, and a 2000+ factor library for institutional investors, quant trading firms, banks, and individual traders in China.
- Ownership category
- akta.pro rank
BigQuant industry classification
Industry- Product category
- AI Quantitative Trading Platform
- NAICS
- Portfolio Management and Investment Advice (523940), Portfolio Management and Investment Advice (52394), Securities, Commodity Contracts, and Other Financial Investments and Related Activities (523)
- SIC
- Investment Advice (6282)
- akta.pro primary industry
- Quant Research & Systematic Strategies (FSACAGAF)
- akta.pro secondary industries
- Quant Equity Long/Short (Equity Stat Arb / Factor / ML) (FSAHAAAB), High-Frequency Trading (HFT) & Ultra-Short-Term Systematic (FSAHAEAG)
Keywords
Where BigQuant is headquartered
LocationHeadquarters
- HQ city
- Chengdu
- HQ country
- China
- HQ region
- Asia
Offices1 record
Markets served
BigQuant business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales
Revenue model
- Platform Access/Subscription: Free registration provides basic access to the platform. The 企业版 (Enterprise Edition) mentioned suggests paid tiers for professional and enterprise users requiring advanced features, compliance tools, and dedicated support.
- Enterprise AI Platform: 企业级AI平台 services targeting institutional investors with dedicated AI infrastructure, compliance requirements, and professional toolsets.
- Data Services: Custom PB-level quantitative data services supporting various investment needs.
Go-to-market motion2 records
Distribution channels2 records
Marketing channels7 records
BigQuant product offering
Product offeringCore offering
BigQuant operates an AI-powered quantitative investment trading platform that provides enterprise-grade AI infrastructure, automated machine learning, and hyperparameter optimization for quant traders. The platform combines PB-level proprietary financial data with a 2000+ factor library, a visual development environment integrated with Python, and advanced optimization tools (portfolio optimizer, rolling training, attribution analysis) to support end-to-end quant strategy development, backtesting, and live/simulated trading for both institutional and individual investors.
Product overview
BigQuant is a unified AI-powered quantitative investment trading platform that offers a comprehensive suite of integrated modules for the full quantitative investment workflow. The core BigQuant AI Quantitative Investment Trading Platform serves as the central hub, surrounded by specialized modules including AI Studio for strategy development, a Data Platform with PB-level financial data, Factor Research (Alpha) with 2000+ factors and AI-powered mining capabilities, My Trading for execution management, Quant College for education, and Wiki for documentation. The platform features automated machine learning, hyperparameter optimization, visual development environment with seamless Python code integration, and advanced tools including hyperparameter search, portfolio optimizer, rolling training, and attribution analysis.
Differentiator
Problem solved
Functional benefit
Products and services
- BigQuant AI Quantitative Investment Trading Platform Core platform providing enterprise-level AI infrastructure, automated machine learning, and algorithmic trading capabilities for quantitative investors. Targets institutional investors, financial institutions, and individual quant traders seeking AI-driven strategy development, backtesting, and trading execution.
- BigQuant Enterprise Edition (企业版) Enterprise-focused tier of the BigQuant platform providing dedicated AI infrastructure, compliance capabilities, professional toolsets, and tailored support for institutional clients and financial institutions including banks, brokers, and funds.
Quantifiable outcome
- 2000+ factors available in the factor library
- +2 more outcomes
Companies that use BigQuant
Customer profileNamed customers1 record
Segments3 records
Ideal customer profiles3 records
BigQuant technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability4 records
Feature6 records
BigQuant partnerships and signals
Strategic signalScale indicators3 records
Recent moves6 records
Expansion highlights5 records
BigQuant competitors and assessment
Company assessmentDirect peers
- Uqer (优矿): Uqer is a quant research and backtesting platform affiliated with a major Chinese financial data vendor, offering factor libraries, Python-based research, and institutional data — directly comparable to BigQuant's AI Studio and data platform.
- Tushare: Tushare is a widely used Chinese financial data API community for quantitative investors, providing historical market and fundamental data — comparable to BigQuant's data platform offerings in the Chinese quant ecosystem.
- RiceQuant (米筐科技): RiceQuant is a Chinese quant platform providing data, research, backtesting, and strategy sharing with a community-led model — directly comparable to BigQuant's data platform, factor library, and community features.
- JoinQuant (聚宽): JoinQuant is one of the largest Chinese quant investment platforms offering backtesting, factor research, community strategies, and live trading — a direct competitor to BigQuant in the same Chinese retail/prosumer quant platform category.
Broad incumbents
- WorldQuant: WorldQuant operates a global quant investment firm and platform for alpha research with a large factor research community — comparable to BigQuant in the systematic alpha/factor research workflow and enterprise quant positioning.
- FactSet: FactSet is an established financial data and analytics platform serving institutional investors — comparable to BigQuant's data platform and institutional quant analytics, though with a much broader traditional data and analytics portfolio.
- Two Sigma: Two Sigma is a large systematic investment firm that applies AI/ML and data engineering to quantitative investing — comparable to BigQuant's enterprise AI + proprietary data + factor research positioning, though at much larger scale.
Emerging players
- QuantConnect: QuantConnect is a global cloud-based algorithmic trading platform with open-source LEAN engine, factor/backtesting tools, and community algorithms — comparable to BigQuant in offering self-serve quant infrastructure with a community strategy library.
- AlphaSense: AlphaSense is an AI-powered market intelligence and research platform for institutional investors — comparable to BigQuant in applying AI/NLP to financial research workflows, though more oriented to text research than factor-based quant trading.
Regional players
- 掘金量化 (MyQuant/DigQuant): 掘金量化 is a Chinese quantitative trading platform offering data, backtesting, and live trading terminals — directly comparable to BigQuant's integrated data, strategy, and trading workflow in the China market.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
BigQuant social profiles
Digital presenceBigQuant financial estimates
Financial estimateRevenue estimate
Valuation estimate
BigQuant leadership team
Management profileNumber of profiles
Profiles1 record
BigQuant funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
BigQuant 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 BigQuant
What does BigQuant do?
BigQuant operates an AI-powered quantitative investment trading platform that provides enterprise-grade AI infrastructure, automated machine learning, and hyperparameter optimization for quant traders. The platform combines PB-level proprietary financial data with a 2000+ factor library, a visual development environment integrated with Python, and advanced optimization tools (portfolio optimizer, rolling training, attribution analysis) to support end-to-end quant strategy development, backtesting, and live/simulated trading for both institutional and individual investors.
Is BigQuant a public or private company?
BigQuant is a private company. It is classified as corporate owned and is currently operating.
When was BigQuant founded?
BigQuant was founded in -1. It employs 1 to 10 people.
Where is BigQuant based?
BigQuant is headquartered in Chengdu, China, in the Asia region.
How does BigQuant make money?
Three revenue lines are on record. Platform Access/Subscription is the primary driver. The others are enterprise AI Platform and data Services.
Who are BigQuant's main competitors?
Direct peers on record are Uqer (优矿), Tushare, RiceQuant (米筐科技) and JoinQuant (聚宽). Broad incumbents are WorldQuant, FactSet and Two Sigma. Emerging players are QuantConnect and AlphaSense. 掘金量化 (MyQuant/DigQuant) is listed as a regional player.
Does BigQuant have an API?
No public API is recorded for BigQuant.
What industry is BigQuant in?
BigQuant's product category is AI Quantitative Trading Platform. Its primary akta.pro industry code is FSACAGAF, Quant Research & Systematic Strategies, with a secondary code of FSAHAAAB, Quant Equity Long/Short (Equity Stat Arb / Factor / ML). Its NAICS code is 523940 and its SIC code is 6282.