Alpha in the Chop: +33.88% Over 6 Months and Our Strategic Expansion
It is easy for anyone to look like a market genius in a parabolic bull run. True systematic edge, however, is proven when the tide turns.
Over the last six months, the equity markets have been a brutal, choppy, sideways mess that has punished both buy-and-hold investors and trend-followers alike. From September 26, 2025, to March 20, 2026, the performance of the major indices tells the story:
- S&P 500 (SPY): -2.37%
- NASDAQ (QQQ): -4.35%
- DOW (DIA): -1.59%
In that exact same out-of-sample window, the core CNN-LSTM engine behind retailtrader.ai generated +33.88% across my live brokerage accounts.
You can view the detailed breakdown and comparison to major benchmarks in the performance chart below:
Out-of-sample verification: retailtrader.ai vs. major benchmarks (Sept ‘25 - Mar ‘26).
Systematic Edge and Market Regime Detection
This outperformance is the culmination of years of rigorous architectural development, out-of-sample validation, and my 15 years of active screen time as a systematic trader.
Our core deep learning engine doesn’t just scan for patterns; it is designed for robust market regime detection. When the benchmarks began to falter and cross-asset correlations broke down over the last six months, our CNN-LSTM architecture adapted, identifying high-probability setups that the broader market missed, all while maintaining strict risk controls.
Expanding Our Offering: The Elite Partner Tier
While this performance validates our core infrastructure, what has been most rewarding in recent months is the recognition we have quietly earned from the trading industry’s highest echelon. When you build institutional-grade analytics, true professional traders and veteran educators take notice.
The industry is full of “signal services,” but there is a desperate need for sophisticated workflow automation among the influencers and community leaders managing large followings on X (Twitter) and Discord.
Because of this demand from top-tier veteran traders, we are officially expanding our offerings.
Over the coming weeks, we will be rolling out a brand-new, dedicated tier built specifically for elite trading educators, Discord leaders, and market analysts. We are repackaging our proven CNN-LSTM engine as a private infrastructure layer—an “Analyst-in-a-Box.”
This new B2B tier provides:
- Direct API Access to our high-conviction systematic signals, ensuring these community leaders always possess a superior edge.
- Custom GenAI Workflow Automation, which auto-drafts daily market updates and actionable trade commentary in the influencer’s exact, unique writing style.
This saves hours of manual preparation, allows them to manage their following effortlessly, and eliminates manual bottlenecks, freeing them to focus purely on high-level strategy and education.
If you run a premium trading community and want to leverage retailtrader.ai’s backend infrastructure to secure a superior edge and scale your operations, please reach out via LinkedIn or DM the official @retailtraderAI handle on X to discuss a private partnership.
Standard Disclaimer
(The contents of this post are for informational purposes only and do not constitute financial or investment advice. Past performance is not indicative of future results. Trading in financial markets involves a high degree of risk and may not be suitable for all investors. RetailTrader.ai is an analytics provider, not a registered investment advisor. Do your own due diligence.)