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High Win Rate Strategy = More Profit? The Data Says Otherwise
Trading Psychology11 min read

High Win Rate Strategy = More Profit? The Data Says Otherwise

Think an 80% win rate guarantees profit? Real trading data proves otherwise. Discover why expectancy—not win rate—determines if your strategy actually makes money.

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Intraday vs Swing Trading – Which is Better? (Data Tells)
Intraday Trading15 min read

Intraday vs Swing Trading – Which is Better? (Data Tells)

Intraday vs swing trading — which actually makes more money? SEBI data, cost analysis, win rates, and a statistical comparison for Indian traders.

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Why 90% of Trading Bots Fail (My Real Backtest Mistakes)
Algorithmic Trading14 min read

Why 90% of Trading Bots Fail (My Real Backtest Mistakes)

Discover the real reasons trading bots fail in live markets. From overfitting to look-ahead bias, here are the backtest mistakes I made — backed by data.

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News Trading: The Trap That Destroys Retail P&L
Myth Busters12 min read

News Trading: The Trap That Destroys Retail P&L

News-based trading feels like an edge but is statistically dangerous. We analyzed 200+ NSE events to reveal why reactive news trades fail 60% of the time and what actually works.

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Is Stop Loss Hunting Real or a Myth? The Data-Backed Verdict Every Indian Trader Needs
Myth Busters10 min read

Is Stop Loss Hunting Real or a Myth? The Data-Backed Verdict Every Indian Trader Needs

Stop loss hunting is one of the most common trading myths in India. We unpack liquidity sweeps, SEBI reality, and what the data actually tells Indian intraday traders.

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Bank Nifty vs Nifty: Which Is Better for Intraday Trading?
Nifty & Bank Nifty15 min read

Bank Nifty vs Nifty: Which Is Better for Intraday Trading?

Comparing Bank Nifty and Nifty 50 for intraday trading across volatility, expiry structure, capital requirements, and predictability. Data-driven analysis on which index suits your trading style.

NSE F&O Data2016–2026
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What Is Breakout Trading? I Tested Every Setup on Nifty — Here's What Actually Works
Intraday Trading15 min read

What Is Breakout Trading? I Tested Every Setup on Nifty — Here's What Actually Works

Unfiltered breakout entries on Nifty succeed only 42% of the time. We tested 12 months of data on opening range, consolidations, and key levels. Here's which breakouts actually work and why most traders get trapped.

Nifty 5012 months of Nifty intraday data
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Commodity Trading Mistakes That Blow Small Accounts (Real Data + Examples)
Commodity Trading15 min read

Commodity Trading Mistakes That Blow Small Accounts (Real Data + Examples)

Most small MCX commodity accounts lose money for the same structural reasons: wrong leverage instinct, ignored crude inventory risk, currency blind spots in metals, post-win overtrading, and no instrument specialisation. This article uses real MCX examples for Gold, Crude Oil, Silver, and Natural Gas.

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What Is Trend Following in Trading? I Tested It on Nifty Data — Here's the Truth
Intraday Trading15 min read

What Is Trend Following in Trading? I Tested It on Nifty Data — Here's the Truth

Trend following has a 35-45% win rate but still profitable. We tested it on Nifty intraday data. Here's exactly why it works, why most traders fail at it, and what the data shows.

Nifty 50Nifty Intraday & Swing
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