Strategy Overview
Donchian Breakout is a classical trend-following system applied to a diversified universe of 24 U.S. large-caps spanning technology, financials, healthcare, consumer staples, energy, and industrials. The rule is deliberately simple: enter long when a ticker closes at a new 20-day high; exit when it closes at a new 20-day low. There is no volatility overlay or dynamic sizing — positions are funded from available cash at signal time.
The simplicity is a feature, not a limitation. Donchian-channel systems have a long empirical track record across asset classes precisely because they express a pure, testable belief: breakouts to new highs tend to continue.
Deployment & Recent Activity
The strategy went live on May 31, 2026 with a $10,000 initial allocation. Its opening action was a purchase of 5 shares of MSFT at $450.24, deploying roughly $2,251 and leaving $7,748.80 in cash. The June 1 scheduled run produced no new signals — the portfolio sat at $10,052.55, a 0.5% gain in its first 24 hours.
Low initial deployment is expected behavior: Donchian systems require confirmed closes at multi-week highs before entering, so idle cash between signals is structural, not a sign of hesitation.
Backtest Performance
Over the 451-day backtest window, the strategy returned 6.95% (3.83% annualized) on a $10,000 start, finishing at $10,695.11. Those headline numbers look modest, and the risk profile explains why:
| Metric | Value |
|---|---|
| CAGR | 3.83% |
| Sharpe Ratio | 0.34 |
| Max Drawdown | 21.73% |
| Win Rate | 38.46% |
| Trades | 108 |
| Turnover | 2,083% |
A 38% win rate is not unusual for trend-following — the system profits on a handful of large winners that more than offset many small losses. The concern is the 21.73% maximum drawdown against a 3.83% CAGR: that return-to-drawdown ratio is uncomfortable for a long-only equity strategy. The 2,083% annual turnover is also notable; at $1 flat per trade, fees were contained ($108 total), but the churn would meaningfully erode edge in a higher-cost brokerage environment.
Walk-Forward Validation: A Mixed Verdict
The strategy did not pass the validation gate. The four-fold walk-forward reveals significant performance dispersion:
| Fold | Period | Return | Sharpe | Max DD |
|---|---|---|---|---|
| 1 | Aug 2024 – Jan 2025 | +0.73% | 0.21 | 6.71% |
| 2 | Jan 2025 – Jul 2025 | −7.46% | −1.07 | 15.58% |
| 3 | Jul 2025 – Dec 2025 | +14.09% | 2.72 | 3.14% |
| 4 | Dec 2025 – May 2026 | +11.35% | 1.86 | 6.01% |
Three of four folds are positive, and the out-of-sample Fold 4 is genuinely strong at a 1.86 Sharpe with a contained 6% drawdown. Fold 3 is exceptional. But Fold 2 — spanning a volatile, range-bound stretch — saw a −7.46% loss and −1.07 Sharpe, a reminder that breakout strategies are punished hard by whipsaw markets that generate false signals.
The probabilistic Sharpe ratio (PSR: 0.674) and deflated Sharpe ratio (DSR: 0.198) — the latter penalizing for six trials — explain the failed gate. A DSR of 0.20 means that after adjusting for multiple testing across the trial set, confidence in a persistent edge remains low by the platform's threshold.
Outlook
Donchian Breakout's recent trajectory is encouraging, and its thesis is grounded in decades of trend-following literature. However, the backtest history is short (451 days), the drawdown-to-return profile is unfavorable, and a single adverse fold can reverse the aggregate return almost entirely.
This is best treated as an early-stage live trial. If Folds 3 and 4's momentum continues — and the strategy maintains sub-7% drawdowns in trending conditions — a re-validation with an additional six to twelve months of data could make a meaningfully stronger case.