Oct 4, 2026 · 4 min read
Backtesting 101: How to Validate a Trading Strategy Before Risking Capital
Before any strategy touches real money, it should survive contact with historical data. Backtesting a trading strategy is the process of run…
Home/Research
Education and market analysis from the desk — gamma exposure, options flow, trader psychology, and ticker deep-dives. Free to read, no signup.
Oct 4, 2026 · 4 min read
Before any strategy touches real money, it should survive contact with historical data. Backtesting a trading strategy is the process of run…
Sep 27, 2026 · 3 min read
Ask any experienced intraday trader why they avoid entering positions at random points during the day, and you'll usually get the same answe…
Sep 20, 2026 · 3 min read
Open interest and volume both show up on every options chain, and traders often treat them as interchangeable signs of "activity." They're n…
Sep 13, 2026 · 4 min read
Every options trade pays a toll before it even has a chance to work. That toll is the bid-ask spread, and the slippage it produces is one of…
Sep 7, 2026 · 4 min read
Options skew explained simply: it's the pattern of implied volatility across strikes for the same expiration. If every strike priced volatil…
Aug 30, 2026 · 3 min read
Dealer gamma positioning is one of those phrases that gets thrown around a lot in options trading circles, usually without much explanation …
Aug 29, 2026 · 3 min read
What risk of ruin actually measuresRisk of ruin is a probability, not a prediction. It answers a specific question: given a strategy's edge …
Aug 29, 2026 · 3 min read
What Causes Implied Volatility CrushImplied volatility crush happens when the uncertainty that inflated an option's price disappears all at …
Aug 24, 2026 · 3 min read
The Problem With Deciding In the MomentMost traders who blow up accounts do not blow them up because they picked bad trades. They blow them up because…
Aug 17, 2026 · 3 min read
What Theta Actually MeasuresTheta is the rate at which an option loses value as time passes, all else being equal. It's expressed as a dollar amount per…
Aug 17, 2026 · 3 min read
The Problem With Celebrating Individual WinsA single winning trade feels like confirmation. It feels like evidence that a strategy works, that your read…
Feb 16, 2026 · 4 min read
Introduction: Why Volume Profile Matters More Than Indicators Most retail traders rely on lagging indicators—MACD, RSI, moving averages—without…
Feb 8, 2026 · 5 min read
One of the most common questions we get at Rawstocks is simple — and telling: “How are these levels so accurate?” Traders see our SPX narratives , our…
Jan 25, 2026 · 3 min read
In the fast-paced world of SPX options trading , very few traders stand out for the right reasons. Consistency is rare. Discipline is rarer. And the…
Jan 4, 2026 · 4 min read
Options trading has always been a game of hidden forces. Price moves don’t happen randomly. They’re driven by dealer hedging, positioning, and exposure…
Nov 3, 2025 · 4 min read
1. Company Overview Hims & Hers Health, Inc. is a direct-to-consumer telehealth and wellness company founded in 2017, headquartered in San Francisco.…
Oct 20, 2025 · 5 min read
Introduction: The Harsh Truth About Failing Stock Trading Strategies Every trader starts with dreams of consistent profits and financial freedom. Yet,…
Oct 6, 2025 · 4 min read
Options trading can feel like navigating a storm at sea — high volatility, complex Greeks like gamma, and endless data that often lead to analysis…
Sep 16, 2025 · 4 min read
Hey traders, welcome back to the Rawstocks LLC blog! If you’re deep in the options game, you know volatility isn’t just a buzzword—it’s the wild ride that…
Sep 15, 2025 · 3 min read
Are you new to smart money trading and eager to learn about smart money strategies? Or have you heard about the Rawstocks Discord community and want to…
Sep 7, 2025 · 2 min read
Wall Street loves to call retail “dumb money.” They say small traders chase tops, panic at bottoms, and provide liquidity for the pros. But here’s the…
Sep 4, 2025 · 4 min read
Tariffs are one of those words that make traders flinch. Every time the U.S. or another major economy announces a new tariff package, markets twitch.…
Sep 2, 2025 · 2 min read
The “Magnificent Seven” — Apple, Microsoft, Nvidia, Amazon, Meta, Alphabet, and Tesla — have carried markets for the last two years. But here’s the hard…
Sep 1, 2025 · 2 min read
Artificial intelligence has become the battlefield for the next great corporate war — and at the center of it are two global giants: Nvidia ($NVDA) and…
Aug 31, 2025 · 2 min read
Artificial intelligence is the hottest theme in markets. Everywhere you look, headlines are screaming about AI. Nvidia, Microsoft, Google, and even…
Aug 20, 2025 · 2 min read
When it comes to mastering the options market, GammaEdge offers a game‑changing edge—and here’s why Rawstocks LLC proudly endorses it as our premiere…
Aug 19, 2025 · 3 min read
If you’ve been trading long enough, you’ve faced the sting of a losing trade. But here’s the truth: losses aren’t just unavoidable—they’re essential.…
Aug 19, 2025 · 3 min read
Trading is no longer about staring at endless tickers and hoping something stands out. Professionals use stock scanners to filter, organize, and surface…
Aug 17, 2025 · 4 min read
https://youtu.be/i2qlHHygHmA Tesla ($TSLA) is at a pivotal juncture where options positioning and technical levels collide , creating a fragile but highly…
Aug 13, 2025 · 3 min read
Want to feel like you’ve unlocked an institutional trading cheat code? Frame the world of finance as your personal arcade—with Options Greeks, Gamma Edge,…
Aug 10, 2025 · 3 min read
If you’ve ever stared at a Tesla chart and wondered, “Where the hell is this thing headed?” — you’re not alone. I’ve been there. But this week’s chart is…
Aug 8, 2025 · 3 min read
Weekends are more than just a break from work—they’re your chance to reset your mind, body, and environment for the week ahead. A weekend reset isn’t…
Aug 7, 2025 · 6 min read
Understanding Trader Burnout Trading the stock market is thrilling—but it can also be mentally exhausting. Stock trader burnout and finding balance…
Aug 4, 2025 · 3 min read
Trading isn’t a game — but most people treat it like one during year one. You either blow up an account or barely survive. You chase YouTubers, follow…
Aug 3, 2025 · 2 min read
Every day, retail traders fire up their charts, run the same indicators, chase the same headlines—and still get smoked by hedge funds before lunch. It’s…
Jul 30, 2025 · 2 min read
In early 2020, I bought a million Doge coin at $0.0034. Back then, it was a joke. Literally. A meme with a Shiba Inu slapped on it — nothing more than a…
Jul 15, 2025 · 2 min read
Every trader starts with the same story: RSI oversold, MACD crossover, maybe a moving average or two—and still wondering why their P&L looks like a car…
Jul 13, 2025 · 2 min read
By Friday, most traders aren’t losing because their strategy stopped working. They’re losing because their brain quit first. Let’s be real—trading isn’t…
Jul 8, 2025 · 2 min read
There’s VWAP strategy flipped my trading from "maybe it works" to "this is my edge." It wasn’t some fancy oscillator. Not a hidden guru signal. It was…
Jul 7, 2025 · 2 min read
It wasn’t in the plan but trading made it possible! I was cruising home after a long day when my car started making that dreaded clunking sound. You know…
Jul 4, 2025 · 2 min read
The markets are closed. The charts are still. Options chains aren’t moving. And yet—some traders are still glued to their screens, scanning for an edge…
Jul 2, 2025 · 3 min read
https://youtu.be/CoDxXEVioBw Retail traders obsess over charts. Institutions obsess over flow . If you want to trade like the pros, you need to drop the…
Jul 1, 2025 · 4 min read
Traders love to say “follow the smart money.” But if you’re not tracking GEX, delta exposure, or the positioning of market makers through the Greeks,…
Jun 30, 2025 · 2 min read
Let’s kill the biggest lie in trading: “The market’s just rigged.” No—it’s not rigged against you. It’s rigged against the undisciplined. The impatient.…
Jun 29, 2025 · 2 min read
Every week, new indicators goes viral. RSI tweak. MACD combo. The latest gimmick like BX Trender—some rainbow-colored Frankenstein code that promises 90%…
Jun 27, 2025 · 2 min read
Trading isn’t just charts and triggers—it’s energy, clarity, and rhythm coming out of a weekend. As the weekend hits, most people either obsess over…
Jun 26, 2025 · 2 min read
Every elite trader has tools. These are mine. After years of grinding, failing, optimizing, and finally hitting consistency—I’ve narrowed down the exact…
Jun 25, 2025 · 2 min read
https://www.youtube.com/watch?v=l0PuvRDUe6M After a much-needed break, CoolaDoola—Rawstocks Senior Analyst—is back on the mic, and the timing couldn’t be…
Jun 24, 2025 · 3 min read
🏥 What Is Hims & Hers? Hims & Hers Health is a U.S.-based telehealth platform founded in 2017. It enables users to consult professionals for treatments in…
Jun 23, 2025 · 3 min read
https://youtu.be/TvkNbXs136w Tradingview Indicators VIX Heatmap, ICT Concepts, Killzones & VWAP in One Flow-Based System If your chart looks like a…
Jun 22, 2025 · 3 min read
https://youtu.be/BdbVRiArXDM Why Most Gamblers Blow Up Before They Even Begin You’ve probably seen it before. One trader turns $500 into $5,000. Another…
Jun 22, 2025 · 3 min read
https://youtu.be/lY3SZGF87eo The Hard Lesson Scalping QQQ That Changed My Trading Forever Let me take you back. I was scalping 0DTE QQQ like a cowboy. No…
Jun 20, 2025 · 3 min read
0DTE Setup That Prints Daily — No Charts Required The No-Indicator Strategy Smart Traders Are Quietly Using You’ve been lied to. You don’t need 12…
Jun 19, 2025 · 2 min read
https://youtu.be/N-aUwkyO5_w?si=QqdlwLnD5eIfbPo3 The Hard Truth Most Traders Refuse to Accept That Makes Trading Hard to Survive Let’s be brutally honest.…
Jun 17, 2025 · 3 min read
https://youtu.be/CoDxXEVioBw The Anti-Guru Rant Every Trader Needs to Hear Let’s kill the sacred cows. RSI. MACD. EMA. These are the go-to tools every…
Jun 17, 2025 · 3 min read
https://youtu.be/SCGykXwrOg4 Let’s be real: Most traders are blind to what actually moves the market, but with Gamma Edge they can see trades clearly!…
Jun 17, 2025 · 4 min read
https://www.youtube.com/embed/U9F1GzRM_7U When trading stocks—especially with options— missing key gamma pivot points can blow your account wide open .…
Jun 11, 2025 · 7 min read
https://www.youtube.com/embed/xM2ZvLhm1t4 When it comes to trading stocks, especially a high-profile stock like Tesla, understanding the price action and…
Jun 3, 2025 · 6 min read
https://www.youtube.com/embed/Ze6wi2rNfho Welcome to an in-depth look at the current stock market landscape, with a focus on Tesla and other key players…
May 26, 2025 · 5 min read
https://www.youtube.com/embed/vadaFUkBeI4 When it comes to stocks in the electric vehicle sector, Tesla ($TSLA) remains one of the most watched and…
May 22, 2025 · 6 min read
https://www.youtube.com/embed/guR73FhhGZk Welcome to an in-depth look at high probability trade setups based on options data , gamma and delta levels, and…
Apr 7, 2025 · 3 min read
In the world of trading, understanding market dynamics and utilizing data analysis can make a significant difference in your investment outcomes. Today,…
Feb 20, 2025 · 4 min read
As traders, we often get overwhelmed by the vast amount of information available. Whether you're new to trading or someone who's been navigating through a…
Feb 10, 2025 · 5 min read
Trading can often feel like navigating a minefield, especially when you’re trying to make sense of the charts. One of the secrets that professional…
Feb 4, 2025 · 4 min read
Fibonacci trading can be a game-changer if you know how to read its signals correctly. Most traders fail because they don't. Let's dive into how you can…
Dec 29, 2024 · 6 min read
Growing a small trading account can be a daunting task, especially with the overwhelming information available online. Many traders find themselves…
Dec 17, 2024 · 8 min read
$100 a day from trading! Pocket change for some, life-changing for others! In this guide, you’ll discover how to day trade using smart money concepts to…
Nov 20, 2024 · 4 min read
Mastering the option Greeks is essential for any beginner in options trading. These Greeks inform you of the risks associated with your options positions,…
Nov 20, 2024 · 4 min read
In the world of options trading, the concepts of gamma and delta are crucial for understanding how options behave in different market conditions. This…
Nov 19, 2024 · 3 min read
Nvidia stock has been in the spotlight recently, especially with the company's earnings announcement looming. In this blog post, we will explore the…
Nov 18, 2024 · 4 min read
In today's stock market, understanding the latest trends, indicators, and key levels can make a significant difference in your trading strategy. With…
Sep 17, 2024 · 3 min read
Tesla has become a focal point for investors and traders alike, with its stock often reflecting broader market trends and investor sentiment.…
Sep 15, 2024 · 2 min read
In the ever-evolving landscape of stocks, the recent movements in the market have been notable, especially with SPY and Tesla gaining attention. With…
Sep 2, 2024 · 3 min read
Technical analysis of stocks is a crucial tool for traders and investors looking to navigate the complexities of the stock market. This analysis provides…
Aug 18, 2024 · 4 min read
The stock market has been experiencing significant movements recently, leading many traders to seek clarity on their investments. Understanding the…
Aug 16, 2024 · 4 min read
The stock market is a dynamic landscape filled with opportunities and challenges. In recent weeks, we have witnessed remarkable movements in various…
Aug 12, 2024 · 5 min read
The stock market is a dynamic environment that requires constant analysis and adaptation. In this detailed exploration, we will delve into the latest…
Aug 12, 2024 · 4 min read
In the ever-evolving landscape of finance, stock market crashes can evoke fear and uncertainty among traders and investors alike. The recent fluctuations…
Aug 8, 2024 · 5 min read
Understanding the dynamics of supply and resistance is crucial for traders looking to navigate the markets effectively. This guide will delve deep into…
Aug 7, 2024 · 3 min read
Nvidia stock has recently been the center of attention in the semiconductor market, showing significant volatility and a downward trend. This article…
Aug 7, 2024 · 4 min read
Flow trading has emerged as a revolutionary approach for retail traders, especially in today's volatile markets. This guide will delve into the…
Aug 7, 2024 · 4 min read
Central banks play a crucial role in shaping economic landscapes and influencing market behavior. Their decisions can lead to significant fluctuations in…
Aug 6, 2024 · 4 min read
The stock market is a dynamic entity that reflects the economic health and investor sentiment. In this blog, we’ll delve into the recent market movements,…
Aug 5, 2024 · 4 min read
Tesla has become a focal point for investors and traders alike, especially in the current market climate. With its fluctuating stock price, many are…
Aug 5, 2024 · 4 min read
The stock market has been a hot topic recently, with significant fluctuations and unprecedented events capturing the attention of investors and analysts…
Aug 4, 2024 · 4 min read
The recent downturn in the cryptocurrency market has left many investors anxious, particularly with Bitcoin crashing to new lows. This blog aims to…
Aug 4, 2024 · 4 min read
The stock market is a complex system influenced by various economic factors. Recently, the Japanese carry trade has gained attention because of its…
Aug 3, 2024 · 4 min read
In the world of options trading, understanding and analyzing options flow can provide traders with a significant edge. Consequently, this comprehensive…
Aug 2, 2024 · 4 min read
Gamma scalping is an advanced trading strategy that allows traders to manage their positions effectively in the stock market. By understanding the…
Aug 2, 2024 · 3 min read
The stock market is a dynamic environment influenced by various factors, including economic indicators, earnings reports, and global events. In this…
Aug 2, 2024 · 4 min read
Options trading can be an exciting yet complex area of finance. For beginners, grasping the fundamentals is essential before diving into this intricate…
Aug 1, 2024 · 4 min read
Tesla has been making waves in the stock market, attracting the attention of both seasoned investors and newcomers alike. The current landscape of trading…
Risk disclosure
Trading options involves substantial risk of loss and is not suitable for every investor. Options can expire worthless. It is possible to lose the entire amount paid for a position in a single session.
Rawstocks LLC is a trading education and analysis community. We are not a registered investment adviser or broker-dealer, and nothing published here constitutes personalized investment advice. Past performance does not indicate future results. Read the full disclosure.