XAIUSDT
Crypto market · BinanceAlgorithmic Strategy Analysis for XAI · XAI on the 15-Minute Timeframe
Comprehensive analytical study of the quantitative trading strategy XAI 215000 +14015.00% 1TRAD-ZPB5 for the crypto asset XAI. Ranking 1st overall for this ticker with a DevioLab Score of 70.26, the strategy achieved a 14015.00% historical cumulative return and a 75.17% win rate.
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Strategy profile
The quantitative trading strategy XAI 215000 +14015.00% 1TRAD-ZPB5 is engineered for the cryptocurrency XAI utilizing a 15-minute chart interval. Within the DevioLab quantitative evaluation framework, this system ranks 1st for the ticker, holding an overall DevioLab Score of 70.26. Over the evaluated historical dataset ending August 10, 2026, the strategy generated a cumulative return of 14015.00%. Positioned as a core strategy, it displays a selective logic in identifying trading opportunities.
Trading rhythm and position duration
Throughout its testing history, the algorithm executed a total of 149 completed trades. Specific metrics regarding average or median holding hours, as well as trades per year or active month, are omitted from the dataset. However, a total tally of 149 closed positions across the dataset indicates a low-to-moderate trade frequency on the 15m timeframe rather than high-frequency execution. Consequently, this model cannot be categorized as scalping.
Quality of historical results
The historical performance quality is anchored by a 75.17% win rate, corresponding to 112 winning trades and 37 losing trades out of 149 total executions. The profit factor stands at 2.50, confirming that gross historical gains outweighed gross losses by two and a half times. The average return per trade is 4.27%, with a median trade return of 3.67%. The single best trade yielded 181.67%. Furthermore, the top 3 winning trades contributed 26.55% of total gross profits, reflecting a balanced distribution where overall success is not overly reliant on isolated extreme outliers.
Risk, drawdown and losing behavior
The strategy experienced a maximum drawdown of 29.33% across its historical dataset, which represents a controlled risk profile relative to its cumulative gain in the volatile crypto sector. The worst individual trade resulted in a loss of -18.86%. The model demonstrated strong streak dynamics, achieving a longest winning streak of 13 consecutive trades against a longest losing streak capped at 4 trades. This contained losing streak behavior helps protect capital during temporary adverse market conditions.
Behavior through time and yearly stability
Granular annual breakdowns are not available in the supplied dataset; however, the model yields an annualized return figure of 2212.57%. The historical trajectory reflects consistent extraction of market inefficiency on the XAI 15-minute price action during active market phases covered by the sample.
Strengths and limitations
Primary strengths include an impressive win rate of 75.17%, a solid profit factor of 2.50, top rank status for the XAI ticker, and reasonable profit concentration with top 3 trades accounting for 26.55% of gross profit. Limitations encompass the moderate sample size of 149 trades, absent position duration metrics, and zero trade activity during the recent period since June 2024.
DevioLab analytical conclusion
The XAI 215000 +14015.00% 1TRAD-ZPB5 strategy stands out as the premier benchmark for XAI on the 15m timeframe, backed by a DevioLab Score of 70.26. It combines high trade precision with controlled drawdown metrics. Investors should note the inactivity in the recent post-June 2024 window, which highlights the selective, condition-dependent nature of the system.
Data scope and methodology
All historical figures presented are derived from backtested simulated closed trades on spot-style crypto data for XAI. As noted in the methodology standard, percentages describe historical simulated trades. They do not reflect actual exchange account balances and offer no guarantee of future trading performance.