QuantCodeGPT - AI Trading Strategy Backtesting Without Code
QuantCodeGPT is WealthLearn's flagship AI strategy model. Describe any trading strategy in plain English, upload a PDF with your rules, or type your logic directly, and QuantCodeGPT converts it into a backtest-ready strategy you can run inside WealthLearn. No coding, no Pine Script, no programming background required.
How QuantCodeGPT Works
- Open QuantCodeGPT on WealthLearn and describe your strategy, paste it from a document, or upload a PDF.
- QuantCodeGPT reads your entry conditions, filters, exit logic, and risk controls, then generates structured strategy logic.
- WealthLearn packages the strategy and runs it against up to five years of historical data.
- Review results across Overview, Trade Analysis, Risk Analysis, Regime Analysis, Monte Carlo, and Prop Firm Sim tabs.
- If the strategy qualifies, export the strategy file to the DelDirect desktop app for local prop firm futures automation through Topstep or ProjectX, or take it into the AlgoAgent live automation lane on ProMAX to connect your own brokerage through SnapTrade and run it live in your browser.
What QuantCodeGPT Can Convert
- Moving average crossover strategies with any combination of EMA, SMA, WMA, and VWAP
- Momentum strategies using RSI, MACD, stochastic, and rate-of-change conditions
- Volatility strategies using ATR, Bollinger Bands, and range expansion rules
- Opening range breakout strategies for futures, indices, and equities
- Volume-confirmation strategies using OBV, volume profile, and relative volume
- Multi-condition strategies combining trend, momentum, and volume filters
- Risk rules including maximum drawdown, profit targets, trailing stops, and time exits
- PDF strategy documents from trading books, courses, and research papers
Backtest Results in WealthLearn
Every completed QuantCodeGPT backtest produces a full result set across six tabs:
- Overview: net profit, win rate, profit factor, max drawdown, average trade, and total trade count
- Trade Analysis: every trade logged with entry date, exit date, direction, duration, and return
- Risk Analysis: Sharpe ratio, Sortino ratio, Calmar ratio, drawdown depth, drawdown duration, and risk-adjusted return
- Regime Analysis: how the strategy performed across trending, ranging, high-volatility, and low-volatility market regimes
- Monte Carlo: probabilistic simulation of possible equity paths to stress-test the strategy under randomized trade sequences
- Prop Firm Sim: simulation of strategy performance against common prop firm rules including daily loss limits and max trailing drawdown
From Backtest to Execution
Once a strategy holds up in backtesting, there are two execution paths. DelDirect is a local-first desktop app for prop firm futures traders, included with WealthPro+: export the generated strategy file, import it into DelDirect, connect Topstep or ProjectX, and run automated execution locally on your own machine. The AlgoAgent live automation lane is separate and sits on ProMAX: research and draft deterministic strategies with the AI agent, backtest on your own data across stocks, ETFs, futures, and crypto, connect your own brokerage through SnapTrade, and run approved strategies live in your own browser on your own live data. Supported brokerages include Binance, Moomoo, Coinbase, Wealthsimple, Webull, Robinhood, Interactive Brokers, Questrade, Kraken, Alpaca, and more. ProMAX includes monthly Agent Credits. Paper-test first.
Frequently Asked Questions
- Do I need to know how to code to use QuantCodeGPT?
- No. QuantCodeGPT is designed specifically for traders who can describe what they want but don't want to write code. Plain-English descriptions, PDF uploads, YouTube strategy intake, and direct text input are all supported.
- Can I upload a PDF trading strategy to QuantCodeGPT?
- Yes. QuantCodeGPT includes a PDF upload input. Upload a strategy document and QuantCodeGPT extracts and converts the rules into a structured backtest.
- How long can I run a WealthLearn backtest?
- WealthLearn backtests run across up to five years of historical data.
- What is the Prop Firm Sim tab?
- The Prop Firm Sim tab simulates how your strategy would have performed under common prop firm rules, including maximum trailing drawdown, daily loss limits, and profit targets. It helps traders evaluate whether a strategy could realistically pass a prop firm evaluation before committing real capital.
- What is Monte Carlo simulation in WealthLearn?
- The Monte Carlo tab runs hundreds of randomized re-orderings of the historical trade sequence to model the range of possible outcomes for the strategy. This gives a probabilistic view of best-case, worst-case, and median equity paths beyond what a single backtest run shows.
- Can I backtest a strategy against futures and indices?
- Yes. WealthLearn supports strategy testing on equities, futures, and major indices.