Focused Hurst MR Strategy Eval - 2026-06-02

9-name long-only 5-minute Hurst mean-reversion basket, Alpaca SIP regular-session bars.

Review Decision

Official strategy-eval P0: FAIL / do not promote. The generic shift-lookahead heuristic fails and the post-2026-05-12 window decays materially. The added truncate replay below passes, so this looks more like a shift-test false positive for mean reversion than proven leakage.
5m net return13.77%
Fixed-capital net P&L$11,699.26
5m net Sharpe5.343
Max DD-2.02%
Avg exposure12.00%
Trades300

P&L Curve

Focused Hurst cumulative P&L curve Focused Hurst drawdown curve

Shift Test vs Causal Replay

The shift heuristic tests whether using future positions improves Sharpe. This is useful for many momentum/ranking systems, but it can fail on mean-reversion systems because tomorrow's entry often follows today's adverse move, so the lead-position cheat can make performance worse instead of better.

Official shift passfalse
Lead-1 gain-1.622
Truncate replaytrue
Compared bars43515
Position diffs0
PASS - positions before the cutoff are identical when future bars are physically removed.
ticker compared_bars position_diff_count max_position_diff
FOXA 4835 0 0.0
WMB 4835 0 0.0
HON 4835 0 0.0
QCOM 4835 0 0.0
INTC 4835 0 0.0
FTV 4835 0 0.0
KMI 4835 0 0.0
VLTO 4835 0 0.0
MGM 4835 0 0.0

Why Return And Drawdown Look Low

The strategy is not usually fully invested. Average gross exposure is only 12.00%, max observed exposure is 66.67%, and at least one symbol is active on 60.34% of bars. So dollar P&L and drawdown are low because most capital is idle most of the time.

Return on total NAV13.77%
Return / avg exposure114.71%
Avg gross exposure12.00%
Max gross exposure66.67%

Scaling notional linearly would scale dollar P&L and dollar drawdown roughly linearly while percent return on the stated capital base rises only if we intentionally use more of the idle capital. Sharpe is scale-invariant only before market impact, borrow/financing constraints, liquidity caps, and fill slippage.

Assumptions

OOS Split

IS net Sharpe6.218
OOS net Sharpe0.971
IS net return13.34%
OOS net return0.38%
OOS max DD-2.02%
Official OOS decay-0.594

Current Paper Execution Rules

Baseline P&L$11,699.26
Controlled P&L$10,605.72
Controlled Sharpe5.053
Order reduction50
Blocked entries133
case ticker strategy orders entries exits blocked_entries exposure_pct pnl_usd return_pct sharpe max_drawdown_usd
baseline_portfolio PORTFOLIO focused_basket 600 300 300 0 NaN 11699.26 13.00 5.343 -1829.02
cooldown30_max4_portfolio PORTFOLIO focused_basket 550 275 275 133 NaN 10605.72 11.78 5.053 -1469.15

Strategy-Eval Gate

Open official eval dashboard · Bias report · Internal report · Summary MD · Causal replay JSON

Per-Symbol 5m Backtest

ticker sharpe total_pnl_usd total_return_pct max_drawdown_usd trades win_rate exposure_pct
FOXA 4.380 1389.58 13.90 -186.93 33 0.758 11.38
HON 3.559 1100.58 11.01 -246.03 29 0.793 10.09
FTV 3.558 1325.08 13.25 -433.62 32 0.750 10.12
WMB 3.246 788.12 7.88 -292.03 26 0.846 9.52
MGM 2.529 1217.52 12.18 -519.48 34 0.706 10.09
INTC 2.378 4054.73 40.55 -1011.09 40 0.625 13.76
VLTO 1.954 1009.68 10.10 -499.56 38 0.737 16.26
KMI 1.401 380.23 3.80 -536.27 30 0.667 12.53
QCOM 0.933 433.74 4.34 -651.95 38 0.579 14.29

CSV

Common Daily Horizons

Daily multi-horizon scan from the existing research artifact; this is a broader daily proxy, not the 5m SIP strategy itself.

horizon tickers positive_tickers avg_trades total_pnl_usd return_pct sharpe max_drawdown_usd
1m 80 29 0.71 11784.21 1.47 4.511 -4074.71
3m 80 39 1.50 22371.22 2.80 2.780 -14283.83
6m 80 50 2.62 30705.48 3.84 2.158 -13995.05
1y 80 58 4.17 65193.33 8.15 2.591 -11579.68
3y 80 64 10.18 157914.51 19.74 1.462 -29418.13