IREN · IREN Limited
Stock Universe · global stock marketIREN · IREN Limited: Quantitative Strategy Performance Analysis on 15-Minute Chart
A systematic quantitative breakdown of an algorithmic trading model for IREN Limited spanning December 2021 to August 2026, driven by 33 highly selective trades.
Analysis as of 13.08.2026. Strategy data is updated separately.Read full analysis
Strategy profile
This analysis reviews an algorithmic trading model configured for IREN Limited (ticker IREN) on a 15-minute chart timeframe. The historical dataset spans from December 13, 2021, to August 13, 2026, representing roughly 4.67 years of market observation. The starting date reflects solely the beginning of this backtest data scope, not the initial listing or founding date of the asset. Operating in a spot market structure, the strategy exhibits an extremely selective signal frequency. All findings are derived directly from the supplied statistical record and do not constitute investment advice or forecasts of future returns.
Trading rhythm and position duration
Over the entire 4.67-year history, the strategy closed only 33 completed trades, translating to a trading frequency of 7.07 trades per year. This low transaction count completely rules out scalping or high-frequency mechanics, pointing to a model that waits for strict statistical setups. Metrics for average and median holding hours, as well as days between exits, are not provided in the primary dataset. Despite the short 15-minute bar interval, the model functions as a low-frequency filter rather than an active day-trading system.
Quality of historical results
The strategy demonstrates robust statistical metrics across its limited trades. Out of 33 total executions, 29 were profitable and 4 ended in losses, yielding a win rate of 87.88%. Total cumulative historical profit reached 1446317.74%, with an annualized return metric of 7188.37%. The average trade profit stands at 44.70%, while the median trade return is 26.79%. The profit factor reached 18.75. Notably, the top 3 winning trades generated 40.70% of total gross profit, highlighting a degree of concentration in the strategy's overall returns.
Risk, drawdown and losing behavior
Losing behavior within the backtest is characterized by short drawdown sequences, with the longest losing streak capped at just 1 trade. Conversely, the longest winning streak reached 10 consecutive profitable trades. The worst individual trade posted a loss of -34.84%, indicating that individual losing exits could be substantial despite their low frequency. The best single trade recorded a gain of 220.28%. Specific peak-to-trough maximum drawdown figures are unavailable in the source data.
Behavior through time and yearly stability
Detailed year-by-year performance breakdown data is not included in the dataset. Given the small overall sample of 33 trades spread across 4.67 years, evaluating calendar-year consistency is limited. The gap between the maximum gain of 220.28% and the median return of 26.79% suggests that performance was strongly driven by capturing occasional large upside trends in IREN Limited rather than small, steady gains.
Recent period since 2024-06-01 versus full history
From June 1, 2024, through the end of the history window in August 2026, the strategy executed 0 trades. Consequently, no return was recorded during this recent timeframe. This flatline period indicates that market conditions for IREN Limited did not trigger the algorithm's entry rules during the final two years of the dataset.
Strengths and limitations
Key strengths include an 87.88% win rate, an impressive profit factor of 18.75, and a high average trade return of 44.70%. The primary limitations are the small statistical sample size of 33 trades over nearly five years, reliance on top trades for 40.70% of gross profits, a maximum single-trade drawdown of -34.84%, and complete inactivity in the post-June 2024 period.
DevioLab analytical conclusion
The strategy for IREN Limited presents a highly selective, trend-capturing profile on a 15-minute chart. While its win rate and profit factor are historically outstanding, the small sample size of 33 trades and recent inactivity since mid-2024 require prudent interpretation. Quantitative traders should treat these backtest findings as historical simulations rather than guarantees of live trading performance.
Data scope and methodology
This analysis utilizes backtested closed trade statistics for IREN Limited from December 13, 2021, to August 13, 2026. The performance metrics reflect simulated spot market execution and do not represent actual live trading account returns. Past statistical results do not guarantee future performance.