Trade Smarter: Unlock the Power of Technical & Quant Tools

From moving averages to momentum signals—discover how top investors use data to make sharper, faster trading decisions.

In partnership with

Stay up-to-date with AI

The Rundown is the most trusted AI newsletter in the world, with 1,000,000+ readers and exclusive interviews with AI leaders like Mark Zuckerberg, Demis Hassibis, Mustafa Suleyman, and more.

Their expert research team spends all day learning what’s new in AI and talking with industry experts, then distills the most important developments into one free email every morning.

Plus, complete the quiz after signing up and they’ll recommend the best AI tools, guides, and courses – tailored to your needs.

THIS WEEK’S FOCUS

Supercharge Your Trades with Technical Analysis & Quantitative Indicators

If you’ve ever wondered how technical analysis or quantitative indicators can supercharge your trading decisions, this one’s for you. Whether you’re actively trading or managing a long-term portfolio, these tools can help you bring data-driven confidence to your strategy. Let’s break it down, step by step.

INVESTMENT OPPORTUNITY

Strategy Spotlight: KO-PEP Arbitrage

Looking for a data-driven, rule-based investment strategy that’s both innovative and approachable? The KO-PEP Arbitrage strategy offers a unique opportunity to capitalize on market inefficiencies between two beverage giants: Coca-Cola ($KO) and PepsiCo ($PEP).

This strategy has consistently outperformed the S&P 500 benchmark, delivering an all-time return of 101.44% compared to the S&P 500’s 89.82%. Here's why this strategy is catching the attention of savvy investors.

🧠 What Makes KO-PEP Arbitrage Stand Out?

This strategy leverages the historical relationship between $KO and $PEP, tracking daily price divergences to uncover trading opportunities. The logic is simple yet effective:

  • When PEP underperforms KO, the strategy buys PEP.

  • When KO underperforms PEP, the strategy buys KO.

This long-biased approach ensures you’re always positioned to benefit from the relative strengths of these two consumer defensive giants.

📈 Performance Snapshot

Here’s how the KO-PEP Arbitrage strategy has performed over time:

  • Annual Return: 15.05% – consistently outpacing broader market averages.

  • Drawdown: Limited to a manageable 1.59% standard deviation, showcasing strong risk management.

  • Calmar Ratio: 0.45 – indicating a robust balance between returns and drawdowns.

With an alpha capacity of $213M, this strategy scales well for investors seeking significant opportunities without excessive risk.

🔎 Why Choose KO-PEP Arbitrage?

1. Proven Track Record

With over 100% all-time returns and a risk score of just 1.88, this strategy has demonstrated reliability through various market conditions.

2. Sector Diversification

  • Consumer Defensive (50%): A stable sector during market volatility.

  • Financial Services (50%): Balances defensive plays with growth opportunities.

3. Intelligent Automation

This rule-based algorithm eliminates emotional decision-making, ensuring disciplined execution no matter the market environment.

🚀 The Big Picture: A Strategy for Every Investor

This strategy isn’t just for active traders. Whether you’re building a retirement portfolio or seeking consistent growth, KO-PEP Arbitrage offers:

  • Daily Insights: Trading an average of 1.77 times per day, it identifies and capitalizes on micro-opportunities.

  • Minimal Risk Exposure: Its moderate risk potential makes it a fit for investors looking for balanced growth.

  • Historical Outperformance: Even through turbulent markets, its strong returns have validated the approach.

💬 Investor Insights

  • Unique Arbitrage Model: Combines the relative strengths of two household names, $KO and $PEP.

  • Attractive Risk-Reward Balance: Offers significant returns without exposing investors to unnecessary volatility.

  • Scalability: Alpha capacity ensures this strategy works equally well for retail and institutional investors.

DECODING MARKET TRENDS

What Is Technical Analysis and Why It Matters

Technical analysis focuses on price movements and patterns to forecast future trends. Think of it as the “psychology of the market,” showing when assets are overbought, oversold, or due for a reversal. Unlike fundamental analysis, which looks at the company’s health, technical analysis focuses solely on market behavior.

Why use it? Because it’s actionable. It helps you spot opportunities for better entry and exit points, avoid emotional decisions, and refine your overall strategy—no matter how long you plan to hold an investment.

ESSENTIAL TOOLS TO BOOST YOUR GAME

📈 Top Technical Indicators You Should Know

Whether you’re new to trading or you’ve been in the game for years, having the right tools can make all the difference. Here’s a breakdown of some must-know indicators to help you trade smarter, not harder.

Relative Strength Index (RSI)

Let’s start with one of the most popular indicators: the RSI. This tool measures how overbought or oversold an asset is on a scale of 0-100.

  • Above 70? The asset might be overbought, so you might consider selling.

  • Below 30? It’s oversold, which could signal a buying opportunity.

The beauty of RSI is how simple it is to use. It’s especially great for preventing emotional decisions like buying at the peak or selling at the bottom.

Moving Average Convergence Divergence (MACD)

Next up is MACD—a momentum indicator that compares two moving averages (typically the 12-day and 26-day EMAs).

Here’s how it works:

  • A bullish crossover happens when the MACD line crosses above the signal line. This can indicate a potential buy.

  • A bearish crossover happens when it crosses below, signaling it might be time to sell.

Pro Tip: Pair MACD with RSI to confirm signals. Together, they’re like Batman and Robin for spotting trends.

Bollinger Bands

Bollinger Bands are another essential tool, especially if you want to understand market volatility. Picture this: two bands hugging a moving average—these are your Bollinger Bands.

  • If the price is near the upper band, it might be overbought.

  • If it’s close to the lower band, a bounce back could be in the cards.

This tool is perfect for identifying periods of high or low volatility and timing your trades accordingly.

🔎 Going Deeper: Advanced Indicators to Explore

Ready to level up? Here are a few more advanced indicators that can seriously refine your strategy:

Average True Range (ATR)

Think of ATR as your go-to for measuring volatility. It doesn’t tell you direction (up or down), but it does tell you how much an asset’s price is moving.

  • Why it’s useful: ATR is a lifesaver when setting stop-loss levels or adjusting your position size in volatile markets.

Fibonacci Retracement

This one’s a crowd favorite for identifying key support and resistance levels. It’s based on the idea that prices often retrace a predictable portion of a move before continuing in the original direction.

  • How to use it: Watch for price reversals around the 23.6%, 38.2%, or 61.8% retracement levels.

Stochastic Oscillator

Momentum is everything in trading, and the Stochastic Oscillator excels at measuring it.

  • Why it’s useful: This indicator helps you spot when an asset is overbought or oversold, making it easier to time your entries and exits.

Putting It All Together

The real magic happens when you combine these tools:

  • Use RSI to confirm oversold or overbought conditions.

  • Pair MACD with Bollinger Bands to catch trend shifts during volatile periods.

  • Add ATR to fine-tune your risk management strategy.

No single indicator has all the answers, but together, they can give you a clearer picture of what’s happening in the market. Start small, test one or two indicators, and build from there.

TURNING DATA INTO DECISIONS

🤓 How Quantitative Analysis Fits Into the Picture

Quantitative analysis uses math, algorithms, and statistical models to fine-tune your trading strategy. If technical analysis is like reading the market’s mood, quantitative methods crunch the numbers for precision.

Here’s how quant techniques can help:

  • Backtesting: Simulate a strategy using historical data to gauge performance.

  • Risk management models: Quant helps optimize position sizes and stop-loss levels.

  • Combining indicators: Quant tools can merge RSI, MACD, and Bollinger Bands to identify patterns faster.

TIME TO EXPERIMENT

🛠️ Tools to Get Started

Data Platforms for Insights

  1. Polygon.io: Real-time and historical market data for stocks, crypto, and forex.

  2. Alpha Vantage: Free and premium APIs for technical indicators and historical data.

  3. Quandl (by Nasdaq): Alternative datasets like economic indicators and commodities pricing.

Charting Tools for Visual Analysis

  1. TradingView: Comprehensive charts and customizable scripts for indicators.

  2. Thinkorswim (TD Ameritrade): Robust analysis tools for testing strategies.

  3. MetaTrader 4/5: Great for combining manual trading with automation.

PUT IT INTO PRACTICE

🎯 Your Action Plan for This Week

  1. Pick one indicator (e.g., RSI) and apply it to a stock or ETF you’re tracking.

  2. Use a platform like TradingView or Polygon.io to backtest your findings.

  3. Explore Surmount’s automated strategies to combine technical and quantitative insights effortlessly.

If you’ve ever thought, “I should be doing more with my investments,” this is your sign.

Stop letting emotions or lack of time hold you back from growing your wealth. It's time to let automation work for you. Join the future of investing today and unlock strategies that were once reserved for the pros!