Research

Data-driven trading insights

Opening Range Breakout strategy analysis, backtested results, and market research from our team.

Bar chart of ORB expectancy by target rule: half range 0.035, full range best at 0.049, then a dip at 1.5x risk before partial recovery at 2x and 3x, with win rates from 66% down to 44% noted below
ORB Strategy · Aug 26, 2026

What Is the Right ORB Target? Five Rules Tested on 100,569 Identical Entries

We ran the same 100,569 opening range breakout entries through five target rules. The half-range target won 66% but earned least, stretching to 1.5x risk lost ground, and the plain full-range target made the most money.

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Two-panel bar chart by opening range width: win rate forms a U-curve with tight ranges at 54.8% and the 1-2% middle lowest, while average return in basis points explodes to 36.6 for ranges over 4% of price
ORB Strategy · Aug 21, 2026

Opening Range Width: The U-Curve Hiding in 105,000 ORB Trades

We bucketed 105,000 15-minute opening range breakout trades by range width. Tight ranges won most often, ranges over 4% of price paid ten times the average, and the 1-2% middle was the dead zone.

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Horizontal bar chart of the twelve most consistent ORB stocks: AXON, PM, WMT and MVST lead at about 63% win rate, with expectancy per trade noted for each symbol
ORB Strategy · Aug 14, 2026

The Most Consistent ORB Stocks: A Two-Year Leaderboard

The strongest 15-minute opening range breakout performers of the last two years: twelve symbols that won 60% or better across 150-plus trades each, and why win rate alone is only half the story.

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Grouped bar chart of ORB expectancy by weekday: Monday longs strong but Monday shorts negative, Wednesday longs slightly negative, Thursday best on both sides
ORB Strategy · Aug 5, 2026

The Best Day of the Week for ORB Trades: 207,000 Backtests by Weekday

We split 207,000 15-minute opening range breakout trades by weekday and direction. Monday favored longs, Wednesday quietly flipped to shorts, and Thursday delivered the best expectancy of the week on both sides.

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Opening Range Breakout Win Rate: What 150,000+ Trades Reveal About ORB Strategy Performance
ORB Strategy · Apr 19, 2026

Opening Range Breakout Win Rate: What 150,000+ Trades Reveal About ORB Strategy Performance

Across 190,000+ ORB trades on 611 stocks and ETFs, 15-minute opening range win rates average 52.2% to 52.9% by timeframe, and top symbols clear 88%. Why win rate alone misleads, and how expectancy fixes it.

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Gap and Go Trading Strategy: How to Combine Pre-Market Gaps with Opening Range Breakouts
Trading Strategies · Apr 12, 2026

Gap and Go Trading Strategy: How to Combine Pre-Market Gaps with Opening Range Breakouts

Gap and go strategy combines pre-market gaps with opening range breakouts. Learn entry rules, stop placement, and profit targets with backtested data.

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Trading Strategies · Apr 7, 2026

ATR-Based Position Sizing for Day Traders: The Math Behind Smarter ORB Trades

ATR position sizing uses Dollar Risk / (ATR x ATR Multiple) to calculate shares. Backtest data shows 18% lower drawdowns vs fixed sizing on ORB trades.

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How to Identify and Avoid False Breakouts: A Data-Driven Approach
ORB Strategy · Mar 31, 2026

How to Identify and Avoid False Breakouts: A Data-Driven Approach

How to spot false opening range breakouts using volume, range width and time of day. A half-range target wins about two thirds of the time, but each win is half the size.

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ORB Strategy · Mar 25, 2026

Pre-Market Analysis for ORB Trading: How to Select High-Probability Setups Before the Open

Pre-market analysis filters ORB setups by gap size, volume, and news catalysts. Learn the step-by-step workflow to build your watchlist before market open.

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Opening Range Breakout · Mar 13, 2026

5-Minute vs 15-Minute vs 30-Minute Opening Range: Which Timeframe Has the Best Win Rate?

We backtested 1,178,668 ORB trades across 614 symbols. 5-min wins 53.78%, 15-min wins 50.97%, 30-min wins 49.38%. Full data breakdown inside.

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