Quant Strategy Research & Performance Tracking
We extract market edges from academic research and turn them into rules-based trading strategies.
Each strategy is tracked daily to observe its performance in real market conditions, not stale back test results.
Why QuantReturns
Backtesting alone isn’t research, a true edge comes from identifying real market inefficiencies. We focus on extracting those edges from academic insights and proving they exist before designing strategies to capture them.
Each strategy is tracked over time so we can observe its live performance and risk characteristics.
QuantReturns is not an advisory service. We don’t offer recommendations — just research, transparency and strategy tracking.
Strategy Library
We track systematic strategies inspired by academic research. Each is based on an extracted edge and monitored over time.
Edge Discovery
We focus on identifying persistent anomalies and patterns in financial data that offers a trading edge.
Benchmark Comparison
We compare strategy performance to benchmarks like the S&P 500, focusing on risk-adjusted returns and drawdowns.
Research Access
Institutional-style strategy research made accessible. No hedge fund access required, just data and insight at an affordable price.
Transparent Tracking
Every strategy is rules based and tracked live. No recommendations — just transparent, evidence-based performance.
AI and Machine Learning
We explore how AI and machine learning can improve edge discovery and strategy development.
How it works?
1. Extracting Edges
We scan academic papers and investment literature for market inefficiency ideas with the potential to generate excess returns.
2. Building Strategies
Each idea is turned into a systematic, rules-based strategy that can be implemented consistently and tracked.
3. Tracking Performance
All strategies are monitored daily to evaluate return, volatility, drawdowns, and other key metrics.
No advice, just research. QuantReturns is not about recommendations, it’s about testing ideas and learning from the results.
“I used to rely on gut feel and market timing. Now I’m studying strategies built from proven research and tracking their performance. QuantReturns offers a much more disciplined perspective.”
Danny Iacovou
Private Investor
Latest News
Performance Under Pressure
Review how our tracked strategies handled tough years like 2008, 2011 and 2022 to better understand their risk and resilience.