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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 +0.49: steady expansion.
Sector Scores & Signals
| ETF |
Name |
Last |
% From 52W High |
Seasonality |
n yrs |
Cycle Fit |
Rel Strength |
RS 3m |
Composite |
Signal |
| XLK |
Technology |
$180.39 |
0.00% |
80.6 |
20 |
100.0 |
95.2 |
20.82% |
92.3 |
Buy |
| XLC |
Communications |
$115.46 |
-3.54% |
80.8 ⚠ |
8 |
100.0 |
15.8 |
-9.16% |
60.6 |
Hold |
| XLE |
Energy |
$59.49 |
-4.91% |
50.3 |
20 |
50.0 |
64.0 |
-0.99% |
55.7 |
Hold |
| XLRE |
Real Estate |
$44.56 |
-0.40% |
68.2 |
11 |
50.0 |
31.5 |
-6.70% |
48.1 |
Hold |
| XLB |
Materials |
$50.29 |
-5.79% |
58.9 |
20 |
50.0 |
32.2 |
-14.19% |
45.6 |
Hold |
| XLI |
Industrials |
$171.77 |
-3.72% |
58.5 |
20 |
50.0 |
29.9 |
-11.04% |
44.5 |
Hold |
| XLY |
Consumer Discretionary |
$119.18 |
-4.10% |
58.2 |
20 |
50.0 |
24.8 |
-5.72% |
42.4 |
Hold |
| XLF |
Financials |
$51.94 |
-7.43% |
53.6 |
20 |
50.0 |
18.3 |
-6.66% |
38.4 |
Avoid |
| XLP |
Consumer Staples |
$84.80 |
-5.26% |
57.1 |
20 |
35.0 |
26.6 |
-13.72% |
38.3 |
Avoid |
| XLV |
Healthcare |
$149.89 |
-6.05% |
67.2 |
20 |
35.0 |
13.2 |
-14.63% |
35.9 |
Avoid |
| XLU |
Utilities |
$45.35 |
-4.32% |
58.4 |
20 |
35.0 |
13.4 |
-11.74% |
33.4 |
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% |
+2.9% |
+0.8% |
+3.2% |
+1.0% |
-0.2% |
+1.8% |
+2.0% |
+0.8% |
| XLF |
-0.2% |
-0.5% |
+0.2% |
+2.6% |
+0.2% |
-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% |
+0.7% |
+0.9% |
+2.2% |
+0.6% |
-0.3% |
+0.6% |
+2.7% |
+0.9% |
| XLI |
+0.5% |
+1.0% |
+0.8% |
+2.2% |
+0.5% |
-0.4% |
+2.4% |
-0.0% |
-0.0% |
+0.9% |
+3.5% |
+0.6% |
| XLY |
+0.8% |
-0.0% |
+0.8% |
+3.1% |
+0.2% |
+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% |
+0.4% |
+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% |
+0.5% |
+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