Global Market Research
China A-Share Market Research
AI-powered quantitative stock research covering mainland China's Shanghai, Shenzhen, STAR Market, and ChiNext exchanges.
Frequently researched China tickers
Market Overview
China A-Share Market
Mainland China A-shares across the Shanghai Stock Exchange (.SS), Shenzhen Stock Exchange (.SZ), the STAR Market, and ChiNext — priced in CNY.
Market characteristics
- The world's second-largest domestic equity market, dominated by mainland institutional and retail flow.
- A-shares have no listed single-stock options market, so this market is a price and momentum research venue rather than an options venue.
- STAR Market and ChiNext list growth and tech-oriented names alongside the broader Shanghai and Shenzhen main boards.
Supported analysis capabilities
- Price and momentum analysis for supported A-share tickers
- AI-powered next-session prediction
- Monte Carlo price-path simulation
HPSILab Capabilities
Research tools for China stocks
Every tool below is reachable from MCP, REST API, and the Python SDK, so an AI agent or your own backend can pull the same structured research a human sees on this page.
Stock Analysis
AI-powered stock analysis with quantitative insights, fundamentals, valuation and risk analysis.
Options Analysis
Analyze equity options chains, implied volatility, Greeks and expected moves.
Option Pressure Analysis
Analyze options flow pressure, positioning and market sentiment signals.
Monte Carlo Simulation
Run probability simulations and scenario analysis for stocks and options.
AI Prediction
AI-powered quantitative forecasting and market scenario analysis.
Pre-trade Risk Scan
Evaluate investment risks before making decisions.
Python SDK
Programmatic quantitative research through HPSILab Python SDK.
REST API
Access quantitative market intelligence through REST API.
MCP
Connect AI agents with HPSILab market research capabilities through MCP.
Stocks by Sector
Browse stocks by sector
Options Market
Options coverage for China
A-shares have no listed single-stock options market — HPSILab provides price and momentum analysis only for this market.
Implied volatility
IV structure and rank show whether options are pricing in more or less movement than usual.
Options Greeks
Delta, gamma, theta, and vega quantify how an option's price reacts to the underlying, time, and volatility.
Expected move
The options-implied price range the market expects before the next major event or expiration.
Monte Carlo simulation
Thousands of simulated price paths to frame a probable range instead of a single price target.
Option pressure analysis
Where call and put flow is concentrated across strikes, highlighting dealer positioning and potential pin points.
FAQ
Frequently asked questions
Are options available for China A-shares?
No. Mainland China A-shares have no listed single-stock options market, so HPSILab provides price and momentum analysis only for this market — no IV, Greeks, or option pressure data.
What ticker format does HPSILab expect for China A-shares?
Use .SS for Shanghai-listed names or .SZ for Shenzhen-listed names, matching Yahoo Finance-style symbols — e.g. 600519.SS for Kweichow Moutai.
What currency are China A-share prices shown in?
Chinese yuan (CNY, ¥), matching the local exchange listing currency.
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