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⚠ Strategy did NOT beat SPY net of 10 bps trading cost over the 15-year backtest. Cumulative: strategy +221.01% vs SPY +595.59%.
Mid-cycle
INDPRO YoY +0.7% 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 |
$175.20 |
-1.51% |
79.9 |
20 |
100.0 |
93.3 |
16.11% |
91.3 |
Buy |
| XLC |
Communications |
$115.86 |
-3.21% |
81.0 ⚠ |
8 |
100.0 |
19.2 |
-8.09% |
62.0 |
Hold |
| XLE |
Energy |
$57.57 |
-7.98% |
48.7 |
20 |
50.0 |
61.9 |
1.20% |
54.4 |
Hold |
| XLRE |
Real Estate |
$44.58 |
-0.36% |
68.2 |
11 |
50.0 |
39.7 |
-2.19% |
51.4 |
Hold |
| XLB |
Materials |
$52.14 |
-2.33% |
62.7 |
20 |
50.0 |
43.3 |
-7.96% |
51.1 |
Hold |
| XLI |
Industrials |
$174.35 |
-2.27% |
59.2 |
20 |
50.0 |
37.7 |
-6.41% |
47.9 |
Hold |
| XLP |
Consumer Staples |
$84.44 |
-5.66% |
56.9 |
20 |
35.0 |
32.0 |
-9.51% |
40.4 |
Hold |
| XLY |
Consumer Discretionary |
$118.29 |
-4.81% |
55.9 |
20 |
50.0 |
20.4 |
-6.78% |
39.9 |
Avoid |
| XLU |
Utilities |
$45.19 |
-4.66% |
58.3 |
20 |
35.0 |
20.8 |
-3.99% |
36.3 |
Avoid |
| XLF |
Financials |
$51.58 |
-8.08% |
53.3 |
20 |
50.0 |
11.9 |
-10.13% |
35.7 |
Avoid |
| XLV |
Healthcare |
$145.85 |
-8.58% |
63.9 |
20 |
35.0 |
10.6 |
-12.66% |
33.9 |
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
+221.01%
SPY: +595.59%
Strategy CAGR
+8.13%
SPY: +13.89%
Strategy Sharpe
0.60
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% |
-0.1% |
+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% |
+0.5% |
-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% |
+0.5% |
-0.7% |
+2.1% |
-0.1% |
-1.4% |
+0.8% |
+2.9% |
+0.6% |
| XLRE |
+0.5% |
-0.3% |
+0.9% |
+1.0% |
+0.6% |
+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