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⚠ Strategy did NOT beat SPY net of 10 bps trading cost over the 15-year backtest. Cumulative: strategy +224.93% vs SPY +595.59%.
Mid-cycle
INDPRO YoY +1.4% between 0.0% and 4.0% with curve +0.47: steady expansion.
Sector Scores & Signals
| ETF |
Name |
Last |
% From 52W High |
Seasonality |
n yrs |
Cycle Fit |
Rel Strength |
RS 3m |
Composite |
Signal |
| XLK |
Technology |
$176.26 |
-1.81% |
80.1 |
20 |
100.0 |
93.0 |
17.74% |
91.2 |
Buy |
| XLC |
Communications |
$116.08 |
-3.02% |
81.1 ⚠ |
8 |
100.0 |
20.5 |
-7.09% |
62.5 |
Hold |
| XLE |
Energy |
$59.44 |
-4.99% |
50.3 |
20 |
50.0 |
69.6 |
1.36% |
57.9 |
Hold |
| XLB |
Materials |
$50.30 |
-5.77% |
58.9 |
20 |
50.0 |
33.9 |
-13.95% |
46.2 |
Hold |
| XLI |
Industrials |
$171.40 |
-3.92% |
58.4 |
20 |
50.0 |
34.2 |
-10.03% |
46.2 |
Hold |
| XLRE |
Real Estate |
$43.23 |
-3.38% |
61.9 |
11 |
50.0 |
24.5 |
-8.67% |
43.4 |
Hold |
| XLP |
Consumer Staples |
$84.64 |
-5.44% |
57.0 |
20 |
35.0 |
34.5 |
-13.63% |
41.4 |
Hold |
| XLY |
Consumer Discretionary |
$116.53 |
-6.23% |
55.1 |
20 |
50.0 |
15.9 |
-8.22% |
37.9 |
Avoid |
| XLF |
Financials |
$51.10 |
-8.93% |
52.8 |
20 |
50.0 |
12.8 |
-9.27% |
36.0 |
Avoid |
| XLV |
Healthcare |
$145.10 |
-9.05% |
63.6 |
20 |
35.0 |
9.3 |
-16.31% |
33.3 |
Avoid |
| XLU |
Utilities |
$43.87 |
-7.44% |
56.9 |
20 |
35.0 |
9.4 |
-13.71% |
31.3 |
Avoid |
Click any column header to sort. ⚠ flags sectors with under 10 years of history. Composite weights and signal thresholds tunable in config.py.
Backtest — last 15 years
Strategy cum return
+224.93%
SPY: +595.59%
Strategy CAGR
+8.22%
SPY: +13.89%
Strategy Sharpe
0.61
SPY: 0.97
Max drawdown
-29.12%
SPY: -22.93%
Equity curves start at 1.00. Trading cost 10 bps applied to turnover at each rebalance. Cash held when no sectors clear MIN_SCORE_TO_HOLD=50.
Seasonality Heatmap (avg monthly return by sector)
| Sector |
Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec |
| XLK |
+0.1% |
+0.7% |
+1.5% |
+2.8% |
+2.8% |
+0.8% |
+3.2% |
+1.0% |
-0.2% |
+1.8% |
+2.0% |
+0.8% |
| XLF |
-0.2% |
-0.5% |
+0.2% |
+2.6% |
+0.1% |
-1.2% |
+2.7% |
+0.3% |
-0.6% |
+1.1% |
+2.3% |
+1.0% |
| XLE |
+1.3% |
+1.6% |
+1.3% |
+3.4% |
+0.0% |
+0.3% |
+0.6% |
-1.5% |
-0.8% |
+1.6% |
+2.3% |
-0.1% |
| XLV |
+0.9% |
-0.2% |
+0.8% |
+1.0% |
+0.6% |
+0.9% |
+2.2% |
+0.6% |
-0.3% |
+0.6% |
+2.7% |
+0.9% |
| XLI |
+0.5% |
+1.0% |
+0.8% |
+2.2% |
+0.4% |
-0.4% |
+2.4% |
-0.0% |
-0.0% |
+0.9% |
+3.5% |
+0.6% |
| XLY |
+0.8% |
-0.0% |
+0.8% |
+3.1% |
+0.1% |
+0.2% |
+2.9% |
+0.7% |
+0.4% |
+0.5% |
+2.7% |
+0.5% |
| XLP |
-0.2% |
+0.6% |
+1.6% |
+1.5% |
+0.1% |
+0.1% |
+2.1% |
+0.5% |
-0.3% |
+0.8% |
+2.2% |
+0.7% |
| XLU |
+0.2% |
-0.7% |
+2.6% |
+2.0% |
+0.3% |
+0.0% |
+2.3% |
+0.2% |
-0.5% |
+1.7% |
+0.9% |
+0.7% |
| XLB |
-0.0% |
+1.5% |
+1.3% |
+2.6% |
+0.3% |
-0.7% |
+2.1% |
-0.1% |
-1.4% |
+0.8% |
+2.9% |
+0.6% |
| XLRE |
+0.5% |
-0.3% |
+0.9% |
+1.0% |
+0.3% |
+1.9% |
+3.3% |
+0.7% |
-2.9% |
-0.9% |
+3.1% |
+0.5% |
| XLC |
+4.2% |
-0.9% |
-0.8% |
+2.0% |
+2.6% |
+1.9% |
+2.4% |
+1.5% |
-2.0% |
-0.7% |
+3.5% |
-0.0% |
Green > 0%, red < 0%. Cells require ≥5 years of history for that month.
3-Month Relative Strength vs SPY