Lucrum — AI Quantitative Trading Platform
Describe strategies in natural language — AI generates vnpy code and backtests · 11 investment advisors
What is Lucrum?
Lucrum is the AI-Native quantitative trading decision platform from Lurus. The core idea: natural language is the best programming language — describe your strategy in plain English, and the AI automatically generates code, runs backtests, and evaluates across multiple dimensions. It ships with 11 professional investment-advisor Agents (perspectives such as Buffett / Peter Lynch / Livermore / Simons) and platform-wide financial-grade precision computation via Decimal.js (verified by 3,157 Vitest test cases) with zero floating-point error.
The name comes from the Latin "Lucrum" (profit), evoking precise insight into market opportunities.
Current stage: public beta
From a single English sentence to a rated backtest
Strategy generation, multi-agent research, strategy marketplace, quota billing, real-time execution — one end-to-end pipeline.
AI Strategy Generation & Backtesting
Describe your strategy intent in plain language, and the AI automatically generates vnpy CtaTemplate strategy code.
Full Decimal.js precision, A-share lot constraints (multiples of 100 shares), T+1 rules, commissions + stamp duty + transfer fees + slippage.
Sharpe ratio, maximum drawdown, Sortino, Calmar, win rate, profit/loss ratio, and more.
Weighted across 4 dimensions: returns 30% + risk control 30% + stability 25% + efficiency 15%.
11 AI Investment Advisors
A multi-agent investment-analysis system orchestrated with LangGraph (4 analysts + 2 researchers + 4 masters + 1 debate moderator = 11):
Buffett (value), Peter Lynch (growth), Livermore (technical), Simons (quant).
Fundamentals / technicals / sentiment / macro, each delivering its own conclusion.
A Bull vs. Bear debate that avoids single-perspective bias.
Remembers your trading preferences and past decisions via MemX.
Strategy Marketplace
An open quantitative-strategy ecosystem that connects strategy developers and traders:
| Role | Features |
|---|---|
| Strategy author | Upload strategies, set prices, and view revenue splits |
| Strategy user | Browse and subscribe to strategies, deploy to live trading in one click |
Revenue split: platform 30% / strategy author 70%.
Quota & Billing
Plan limit — the monthly AI call allowance included in your subscription plan.
Redis monthly counter — tracks this month’s usage in real time.
Lubei balance fallback — once the quota is exhausted, charges are automatically deducted from your Lubei wallet; 1 Lubei = 10,000 tokens.
Real-Time Data & Execution
A-shares (Shanghai & Shenzhen exchanges, ~5,000+ stocks, data sources adata + Eastmoney); Hong Kong / US / crypto planned.
A built-in Mock Broker that fully simulates T+1 rules, 100-share lots, commissions, and stamp duty.
Position limits, stop-loss / take-profit, and maximum-drawdown protection.
Run quant without writing code
| User type | How Lucrum helps you |
|---|---|
| Quant beginners | The AI assistant guides you through onboarding — just describe your strategy in plain language to generate a code skeleton |
| Individual investors | Pick validated strategies from the marketplace and deploy them in one click, no coding required |
| Strategy developers | A complete develop-backtest-launch toolchain; list your strategies and earn passive income |
| Professional trading teams | API endpoints to integrate with your existing trading systems |
How it differs from traditional quant platforms
Compared to traditional quant platforms
| 维度 | Lucrum | vnpy | 掘金 | 米筐 | 聚宽 |
|---|---|---|---|---|---|
| Strategy authoring | Natural-language generation | Hand-written Python | Hand-written Python | Hand-written Python | Hand-written Python |
| AI investment advisors | 11 multi-perspective | None | None | None | None |
| Precision | Full Decimal.js precision | float | float | float | float |
| Strategy marketplace | Built-in + rated | None | Yes | Yes | Yes |