Sector Flow Velocity Engine (SEAF)

Institutional Dollar Volume Velocity Model
11 SPDR Sector ETFs | Latest Record: 2026-10-23
System Operational
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RISK-OFF (BEARISH)
Asbury 6 Internal Health Model
Current Rankings
Historical Log
Methodology
Current Week's Sector Rotation Top 3 ETFs
Entry Date (First Trading Day): Oct 19, 2026
#1
XLP
Consumer Staples
Composite Score: 5
+44.44% 5D +21.44% 21D +8.43% 63D
#2
XLE
Energy
Composite Score: 6
+20.17% 5D +17.57% 21D +15.15% 63D
#3
XLB
Materials
Composite Score: 9
+66.97% 5D +8.46% 21D -1.76% 63D
Hypothetical Backtest, Top 3 Weekly SEAF Model vs S&P 500 (since Jan 2021)
SEAF Total Return
+80.36%
S&P 500 Total Return
+115.20%
SEAF CAGR
+11.03%
SEAF Max Drawdown
-20.20%
Top 3 Weekly SEAF Model    S&P 500 (SPY)

This is an independent research illustration. It runs the analysis based on the SEAF website's directional ranking system. Results are hypothetical, do not include transaction costs, and are not a reproduction of any proprietary commercial model. Past performance does not guarantee future results.

Current Rankings
Oct 23, 2026
Rank Sector ETF 5D Velocity 21D Velocity 63D Velocity Composite Score Allocation Tier
1
XLB
Materials
+64.02% +27.56% -1.72% 6 FAVORED (3-15)
2
XLE
Energy
+19.89% +27.23% +15.23% 8 FAVORED (3-15)
3
XLU
Utilities
+35.01% +26.52% -3.03% 12 FAVORED (3-15)
4
XLP
Consumer Staples
-9.27% +27.45% +6.33% 13 FAVORED (3-15)
5
XLY
Consumer Discretionary
+17.13% +7.37% -2.27% 17 NEUTRAL (16-24)
6
XLF
Financials
+17.63% +12.60% -11.80% 20 NEUTRAL (16-24)
7
XLK
Technology
+10.76% -11.85% -1.19% 21 NEUTRAL (16-24)
8
XLRE
Real Estate
+32.40% -0.93% -19.75% 22 NEUTRAL (16-24)
9
XLV
Health Care
-9.12% -6.80% -4.20% 24 NEUTRAL (16-24)
10
XLI
Industrials
-16.74% +0.78% -7.85% 26 AVOID (25-33)
11
XLC
Communication Services
-69.77% -11.37% -6.90% 29 AVOID (25-33)

Asbury 6 Internal Health Indicator Breakdown

1 / 6 Positive
Price Trend (SPY) NEGATIVE
Relative Strength (RSP/SPY) NEGATIVE
Asset Flows (SPY OBV) NEGATIVE
Volatility (VIX) NEGATIVE
Credit Spreads (HYG/LQD) POSITIVE
Market Breadth (McClellan) NEGATIVE
Total Days Tracked
1522
Most Frequent #1
XLE (60x)
Current Leader
XLB
Date Logged #1 Rank #2 Rank #3 Rank
Oct 23, 2026 XLB
Materials
XLE
Energy
XLU
Utilities
Oct 16, 2026 XLP
Consumer Staples
XLE
Energy
XLB
Materials
Oct 09, 2026 XLI
Industrials
XLP
Consumer Staples
XLE
Energy
Oct 02, 2026 XLK
Technology
XLE
Energy
XLI
Industrials
Sep 25, 2026 XLV
Health Care
XLK
Technology
XLE
Energy
Sep 18, 2026 XLV
Health Care
XLE
Energy
XLK
Technology
Sep 11, 2026 XLE
Energy
XLK
Technology
XLC
Communication Services
Sep 10, 2026 XLE
Energy
XLK
Technology
XLU
Utilities
Sep 04, 2026 XLE
Energy
XLU
Utilities
XLV
Health Care
Aug 28, 2026 XLF
Financials
XLC
Communication Services
XLY
Consumer Discretionary
Aug 21, 2026 XLE
Energy
XLY
Consumer Discretionary
XLV
Health Care
Aug 14, 2026 XLE
Energy
XLI
Industrials
XLB
Materials
Aug 07, 2026 XLY
Consumer Discretionary
XLF
Financials
XLI
Industrials
Jul 31, 2026 XLY
Consumer Discretionary
XLE
Energy
XLF
Financials
Jul 24, 2026 XLE
Energy
XLF
Financials
XLV
Health Care
Jul 17, 2026 XLF
Financials
XLE
Energy
XLV
Health Care
Jul 10, 2026 XLC
Communication Services
XLF
Financials
XLK
Technology
Jun 26, 2026 XLRE
Real Estate
XLU
Utilities
XLV
Health Care
Jun 12, 2026 XLU
Utilities
XLF
Financials
XLRE
Real Estate
Jun 05, 2026 XLRE
Real Estate
XLE
Energy
XLU
Utilities
May 29, 2026 XLK
Technology
XLY
Consumer Discretionary
XLC
Communication Services
May 22, 2026 XLRE
Real Estate
XLU
Utilities
XLF
Financials
May 15, 2026 XLE
Energy
XLK
Technology
XLC
Communication Services
May 08, 2026 XLK
Technology
XLRE
Real Estate
XLY
Consumer Discretionary
May 01, 2026 XLK
Technology
XLF
Financials
XLU
Utilities
Apr 24, 2026 XLK
Technology
XLRE
Real Estate
XLU
Utilities
Apr 17, 2026 XLK
Technology
XLRE
Real Estate
XLF
Financials
Apr 10, 2026 XLRE
Real Estate
XLK
Technology
XLU
Utilities
Mar 27, 2026 XLE
Energy
XLU
Utilities
XLRE
Real Estate
Mar 20, 2026 XLE
Energy
XLRE
Real Estate
XLK
Technology
Mar 13, 2026 XLE
Energy
XLU
Utilities
XLRE
Real Estate
Mar 06, 2026 XLE
Energy
XLRE
Real Estate
XLI
Industrials
Feb 27, 2026 XLRE
Real Estate
XLI
Industrials
XLU
Utilities
Feb 20, 2026 XLI
Industrials
XLE
Energy
XLRE
Real Estate
Feb 13, 2026 XLB
Materials
XLP
Consumer Staples
XLE
Energy
Feb 06, 2026 XLB
Materials
XLE
Energy
XLP
Consumer Staples
Jan 30, 2026 XLE
Energy
XLRE
Real Estate
XLI
Industrials
Jan 23, 2026 XLE
Energy
XLB
Materials
XLK
Technology
Jan 16, 2026 XLI
Industrials
XLRE
Real Estate
XLB
Materials
Jan 09, 2026 XLI
Industrials
XLY
Consumer Discretionary
XLF
Financials
Jan 02, 2026 XLK
Technology
XLP
Consumer Staples
XLV
Health Care
Dec 26, 2025 XLK
Technology
XLF
Financials
XLC
Communication Services
Dec 19, 2025 XLK
Technology
XLY
Consumer Discretionary
XLC
Communication Services
Dec 12, 2025 XLK
Technology
XLP
Consumer Staples
XLF
Financials
Dec 05, 2025 XLK
Technology
XLE
Energy
XLI
Industrials
Nov 28, 2025 XLK
Technology
XLI
Industrials
XLV
Health Care
Nov 21, 2025 XLV
Health Care
XLE
Energy
XLK
Technology
Nov 14, 2025 XLE
Energy
XLI
Industrials
XLK
Technology
Nov 07, 2025 XLV
Health Care
XLE
Energy
XLF
Financials
Oct 31, 2025 XLK
Technology
XLE
Energy
XLV
Health Care
Oct 24, 2025 XLV
Health Care
XLK
Technology
XLI
Industrials
Oct 17, 2025 XLK
Technology
XLU
Utilities
XLC
Communication Services
Oct 10, 2025 XLU
Utilities
XLP
Consumer Staples
XLV
Health Care
Oct 03, 2025 XLU
Utilities
XLK
Technology
XLV
Health Care
Sep 26, 2025 XLE
Energy
XLU
Utilities
XLK
Technology
Sep 19, 2025 XLC
Communication Services
XLK
Technology
XLF
Financials
Sep 12, 2025 XLC
Communication Services
XLK
Technology
XLF
Financials
Sep 05, 2025 XLK
Technology
XLV
Health Care
XLB
Materials
Aug 29, 2025 XLF
Financials
XLB
Materials
XLE
Energy
Aug 22, 2025 XLU
Utilities
XLB
Materials
XLF
Financials
Aug 15, 2025 XLC
Communication Services
XLY
Consumer Discretionary
XLV
Health Care
Aug 08, 2025 XLK
Technology
XLY
Consumer Discretionary
XLP
Consumer Staples
Aug 01, 2025 XLU
Utilities
XLK
Technology
XLC
Communication Services
Jul 25, 2025 XLY
Consumer Discretionary
XLB
Materials
XLK
Technology
Jul 18, 2025 XLY
Consumer Discretionary
XLU
Utilities
XLK
Technology
Jul 11, 2025 XLU
Utilities
XLY
Consumer Discretionary
XLB
Materials
Jun 27, 2025 XLC
Communication Services
XLK
Technology
XLB
Materials
Jun 20, 2025 XLE
Energy
XLK
Technology
XLY
Consumer Discretionary
Jun 13, 2025 XLE
Energy
XLV
Health Care
XLK
Technology
Jun 06, 2025 XLC
Communication Services
XLK
Technology
XLB
Materials
May 30, 2025 XLRE
Real Estate
XLU
Utilities
XLI
Industrials
May 23, 2025 XLC
Communication Services
XLU
Utilities
XLRE
Real Estate
May 16, 2025 XLK
Technology
XLC
Communication Services
XLI
Industrials
May 09, 2025 XLI
Industrials
XLE
Energy
XLC
Communication Services
May 02, 2025 XLC
Communication Services
XLK
Technology
XLRE
Real Estate
Apr 25, 2025 XLC
Communication Services
XLK
Technology
XLRE
Real Estate
Apr 11, 2025 XLC
Communication Services
XLK
Technology
XLP
Consumer Staples
Apr 04, 2025 XLC
Communication Services
XLE
Energy
XLP
Consumer Staples
Mar 28, 2025 XLE
Energy
XLP
Consumer Staples
XLU
Utilities
Mar 21, 2025 XLE
Energy
XLV
Health Care
XLC
Communication Services
Mar 14, 2025 XLE
Energy
XLU
Utilities
XLC
Communication Services
Mar 07, 2025 XLP
Consumer Staples
XLRE
Real Estate
XLE
Energy
Feb 28, 2025 XLE
Energy
XLRE
Real Estate
XLC
Communication Services
Feb 21, 2025 XLP
Consumer Staples
XLC
Communication Services
XLE
Energy
Feb 14, 2025 XLC
Communication Services
XLK
Technology
XLF
Financials
Feb 07, 2025 XLC
Communication Services
XLP
Consumer Staples
XLB
Materials
Jan 31, 2025 XLC
Communication Services
XLF
Financials
XLY
Consumer Discretionary
Jan 24, 2025 XLC
Communication Services
XLF
Financials
XLK
Technology
Jan 17, 2025 XLF
Financials
XLE
Energy
XLC
Communication Services
Jan 10, 2025 XLY
Consumer Discretionary
XLC
Communication Services
XLV
Health Care
Jan 03, 2025 XLC
Communication Services
XLY
Consumer Discretionary
XLV
Health Care
Dec 27, 2024 XLK
Technology
XLY
Consumer Discretionary
XLC
Communication Services
Dec 20, 2024 XLY
Consumer Discretionary
XLK
Technology
XLC
Communication Services
Dec 13, 2024 XLC
Communication Services
XLY
Consumer Discretionary
XLK
Technology
Dec 06, 2024 XLC
Communication Services
XLY
Consumer Discretionary
XLK
Technology
Nov 29, 2024 XLF
Financials
XLY
Consumer Discretionary
XLC
Communication Services
Nov 22, 2024 XLE
Energy
XLY
Consumer Discretionary
XLB
Materials
Nov 15, 2024 XLF
Financials
XLC
Communication Services
XLE
Energy
Nov 08, 2024 XLY
Consumer Discretionary
XLF
Financials
XLC
Communication Services
Nov 01, 2024 XLC
Communication Services
XLF
Financials
XLK
Technology
Oct 25, 2024 XLC
Communication Services
XLK
Technology
XLF
Financials
Oct 18, 2024 XLF
Financials
XLU
Utilities
XLI
Industrials
Oct 11, 2024 XLE
Energy
XLI
Industrials
XLF
Financials
Oct 04, 2024 XLE
Energy
XLI
Industrials
XLU
Utilities
Sep 27, 2024 XLI
Industrials
XLY
Consumer Discretionary
XLU
Utilities
Sep 20, 2024 XLE
Energy
XLI
Industrials
XLF
Financials
Sep 13, 2024 XLU
Utilities
XLRE
Real Estate
XLY
Consumer Discretionary
Sep 06, 2024 XLRE
Real Estate
XLP
Consumer Staples
XLU
Utilities
Aug 30, 2024 XLV
Health Care
XLU
Utilities
XLF
Financials
Aug 23, 2024 XLRE
Real Estate
XLV
Health Care
XLP
Consumer Staples
Aug 16, 2024 XLV
Health Care
XLC
Communication Services
XLU
Utilities
Aug 09, 2024 XLU
Utilities
XLE
Energy
XLRE
Real Estate
Aug 02, 2024 XLU
Utilities
XLRE
Real Estate
XLV
Health Care
Jul 26, 2024 XLF
Financials
XLU
Utilities
XLRE
Real Estate
Jul 19, 2024 XLRE
Real Estate
XLE
Energy
XLU
Utilities
Jul 12, 2024 XLRE
Real Estate
XLU
Utilities
XLI
Industrials
Jul 05, 2024 XLY
Consumer Discretionary
XLK
Technology
XLRE
Real Estate
Jun 28, 2024 XLC
Communication Services
XLRE
Real Estate
XLK
Technology
Jun 21, 2024 XLC
Communication Services
XLV
Health Care
XLRE
Real Estate
Jun 14, 2024 XLK
Technology
XLC
Communication Services
XLRE
Real Estate
Jun 07, 2024 XLC
Communication Services
XLK
Technology
XLV
Health Care
May 31, 2024 XLE
Energy
XLC
Communication Services
XLU
Utilities
May 24, 2024 XLU
Utilities
XLC
Communication Services
XLB
Materials
May 17, 2024 XLRE
Real Estate
XLU
Utilities
XLF
Financials
May 10, 2024 XLU
Utilities
XLF
Financials
XLP
Consumer Staples
May 03, 2024 XLU
Utilities
XLRE
Real Estate
XLP
Consumer Staples
Apr 26, 2024 XLU
Utilities
XLE
Energy
XLB
Materials
Apr 19, 2024 XLU
Utilities
XLE
Energy
XLP
Consumer Staples
Apr 12, 2024 XLE
Energy
XLB
Materials
XLK
Technology
Apr 05, 2024 XLE
Energy
XLB
Materials
XLK
Technology
Mar 22, 2024 XLF
Financials
XLI
Industrials
XLK
Technology
Mar 15, 2024 XLE
Energy
XLB
Materials
XLI
Industrials
Mar 08, 2024 XLF
Financials
XLB
Materials
XLI
Industrials
Mar 01, 2024 XLY
Consumer Discretionary
XLI
Industrials
XLK
Technology
Feb 23, 2024 XLF
Financials
XLI
Industrials
XLV
Health Care
Feb 16, 2024 XLF
Financials
XLI
Industrials
XLV
Health Care
Feb 09, 2024 XLK
Technology
XLI
Industrials
XLF
Financials
Feb 02, 2024 XLF
Financials
XLK
Technology
XLI
Industrials
Jan 26, 2024 XLF
Financials
XLK
Technology
XLC
Communication Services
Jan 19, 2024 XLK
Technology
XLF
Financials
XLI
Industrials
Jan 12, 2024 XLK
Technology
XLP
Consumer Staples
XLC
Communication Services
Jan 05, 2024 XLF
Financials
XLI
Industrials
XLV
Health Care
Dec 29, 2023 XLI
Industrials
XLV
Health Care
XLK
Technology
Dec 22, 2023 XLK
Technology
XLY
Consumer Discretionary
XLRE
Real Estate
Dec 15, 2023 XLY
Consumer Discretionary
XLK
Technology
XLI
Industrials
Dec 08, 2023 XLI
Industrials
XLY
Consumer Discretionary
XLV
Health Care
Dec 01, 2023 XLK
Technology
XLRE
Real Estate
XLB
Materials
Nov 24, 2023 XLY
Consumer Discretionary
XLV
Health Care
XLF
Financials
Nov 17, 2023 XLY
Consumer Discretionary
XLK
Technology
XLV
Health Care
Nov 10, 2023 XLK
Technology
XLY
Consumer Discretionary
XLP
Consumer Staples
Nov 03, 2023 XLU
Utilities
XLK
Technology
XLY
Consumer Discretionary
Oct 27, 2023 XLK
Technology
XLY
Consumer Discretionary
XLU
Utilities
Oct 20, 2023 XLE
Energy
XLY
Consumer Discretionary
XLK
Technology
Oct 13, 2023 XLE
Energy
XLK
Technology
XLF
Financials
Oct 06, 2023 XLK
Technology
XLC
Communication Services
XLY
Consumer Discretionary
Sep 29, 2023 XLE
Energy
XLK
Technology
XLY
Consumer Discretionary
Sep 22, 2023 XLE
Energy
XLK
Technology
XLU
Utilities
Sep 15, 2023 XLY
Consumer Discretionary
XLU
Utilities
XLK
Technology
Sep 08, 2023 XLE
Energy
XLY
Consumer Discretionary
XLK
Technology
Sep 01, 2023 XLE
Energy
XLK
Technology
XLY
Consumer Discretionary
Aug 25, 2023 XLY
Consumer Discretionary
XLE
Energy
XLC
Communication Services
Aug 18, 2023 XLE
Energy
XLY
Consumer Discretionary
XLK
Technology
Aug 11, 2023 XLE
Energy
XLY
Consumer Discretionary
XLF
Financials
Aug 04, 2023 XLY
Consumer Discretionary
XLE
Energy
XLF
Financials
Jul 28, 2023 XLC
Communication Services
XLE
Energy
XLY
Consumer Discretionary
Jul 21, 2023 XLY
Consumer Discretionary
XLE
Energy
XLB
Materials
Jul 14, 2023 XLY
Consumer Discretionary
XLRE
Real Estate
XLK
Technology
Jul 07, 2023 XLY
Consumer Discretionary
XLRE
Real Estate
XLC
Communication Services
Jun 30, 2023 XLY
Consumer Discretionary
XLRE
Real Estate
XLI
Industrials
Jun 23, 2023 XLY
Consumer Discretionary
XLP
Consumer Staples
XLV
Health Care
Jun 16, 2023 XLC
Communication Services
XLK
Technology
XLY
Consumer Discretionary
Jun 09, 2023 XLC
Communication Services
XLY
Consumer Discretionary
XLK
Technology
Jun 02, 2023 XLC
Communication Services
XLK
Technology
XLRE
Real Estate
May 26, 2023 XLK
Technology
XLC
Communication Services
XLE
Energy
May 19, 2023 XLK
Technology
XLB
Materials
XLE
Energy
May 12, 2023 XLP
Consumer Staples
XLY
Consumer Discretionary
XLU
Utilities
May 05, 2023 XLU
Utilities
XLP
Consumer Staples
XLY
Consumer Discretionary
Apr 28, 2023 XLP
Consumer Staples
XLV
Health Care
XLE
Energy
Apr 21, 2023 XLP
Consumer Staples
XLU
Utilities
XLRE
Real Estate
Apr 14, 2023 XLE
Energy
XLB
Materials
XLP
Consumer Staples
Mar 31, 2023 XLU
Utilities
XLP
Consumer Staples
XLC
Communication Services
Mar 24, 2023 XLK
Technology
XLC
Communication Services
XLB
Materials
Mar 17, 2023 XLK
Technology
XLU
Utilities
XLP
Consumer Staples
Mar 10, 2023 XLB
Materials
XLU
Utilities
XLC
Communication Services
Mar 03, 2023 XLB
Materials
XLI
Industrials
XLC
Communication Services
Feb 24, 2023 XLB
Materials
XLI
Industrials
XLF
Financials
Feb 17, 2023 XLI
Industrials
XLY
Consumer Discretionary
XLU
Utilities
Feb 10, 2023 XLI
Industrials
XLC
Communication Services
XLK
Technology
Feb 03, 2023 XLC
Communication Services
XLK
Technology
XLI
Industrials
Jan 27, 2023 XLC
Communication Services
XLB
Materials
XLRE
Real Estate
Jan 20, 2023 XLC
Communication Services
XLE
Energy
XLK
Technology
Jan 13, 2023 XLC
Communication Services
XLB
Materials
XLF
Financials
Jan 06, 2023 XLC
Communication Services
XLI
Industrials
XLF
Financials
Dec 30, 2022 XLI
Industrials
XLE
Energy
XLB
Materials
Dec 23, 2022 XLC
Communication Services
XLB
Materials
XLI
Industrials
Dec 16, 2022 XLV
Health Care
XLI
Industrials
XLE
Energy
Dec 09, 2022 XLV
Health Care
XLP
Consumer Staples
XLC
Communication Services
Dec 02, 2022 XLI
Industrials
XLB
Materials
XLV
Health Care
Nov 25, 2022 XLU
Utilities
XLI
Industrials
XLF
Financials
Nov 18, 2022 XLE
Energy
XLP
Consumer Staples
XLF
Financials
Nov 11, 2022 XLE
Energy
XLF
Financials
XLB
Materials
Nov 04, 2022 XLE
Energy
XLI
Industrials
XLB
Materials
Oct 28, 2022 XLI
Industrials
XLE
Energy
XLP
Consumer Staples
Oct 21, 2022 XLE
Energy
XLY
Consumer Discretionary
XLC
Communication Services
Oct 14, 2022 XLY
Consumer Discretionary
XLP
Consumer Staples
XLRE
Real Estate
Oct 07, 2022 XLE
Energy
XLY
Consumer Discretionary
XLV
Health Care
Sep 30, 2022 XLY
Consumer Discretionary
XLP
Consumer Staples
XLRE
Real Estate
Sep 23, 2022 XLY
Consumer Discretionary
XLV
Health Care
XLU
Utilities
Sep 16, 2022 XLV
Health Care
XLRE
Real Estate
XLU
Utilities
Sep 09, 2022 XLI
Industrials
XLU
Utilities
XLRE
Real Estate
Sep 02, 2022 XLU
Utilities
XLC
Communication Services
XLE
Energy
Aug 26, 2022 XLI
Industrials
XLY
Consumer Discretionary
XLU
Utilities
Aug 19, 2022 XLU
Utilities
XLP
Consumer Staples
XLI
Industrials
Aug 12, 2022 XLU
Utilities
XLRE
Real Estate
XLE
Energy
Aug 05, 2022 XLU
Utilities
XLY
Consumer Discretionary
XLI
Industrials
Jul 29, 2022 XLU
Utilities
XLRE
Real Estate
XLK
Technology
Jul 22, 2022 XLK
Technology
XLY
Consumer Discretionary
XLE
Energy
Jul 15, 2022 XLK
Technology
XLU
Utilities
XLC
Communication Services
Jul 08, 2022 XLK
Technology
XLC
Communication Services
XLV
Health Care
Jul 01, 2022 XLU
Utilities
XLV
Health Care
XLC
Communication Services
Jun 24, 2022 XLC
Communication Services
XLK
Technology
XLY
Consumer Discretionary
Jun 17, 2022 XLC
Communication Services
XLK
Technology
XLY
Consumer Discretionary
Jun 10, 2022 XLE
Energy
XLV
Health Care
XLB
Materials
Jun 03, 2022 XLE
Energy
XLV
Health Care
XLY
Consumer Discretionary
May 27, 2022 XLE
Energy
XLV
Health Care
XLU
Utilities
May 20, 2022 XLE
Energy
XLV
Health Care
XLU
Utilities
May 13, 2022 XLE
Energy
XLV
Health Care
XLC
Communication Services
May 06, 2022 XLE
Energy
XLK
Technology
XLY
Consumer Discretionary
Apr 29, 2022 XLE
Energy
XLP
Consumer Staples
XLY
Consumer Discretionary
Apr 22, 2022 XLP
Consumer Staples
XLE
Energy
XLV
Health Care
Apr 08, 2022 XLP
Consumer Staples
XLV
Health Care
XLU
Utilities
Apr 01, 2022 XLP
Consumer Staples
XLU
Utilities
XLV
Health Care
Mar 25, 2022 XLU
Utilities
XLE
Energy
XLB
Materials
Mar 18, 2022 XLP
Consumer Staples
XLY
Consumer Discretionary
XLE
Energy
Mar 11, 2022 XLE
Energy
XLU
Utilities
XLY
Consumer Discretionary
Mar 04, 2022 XLE
Energy
XLU
Utilities
XLP
Consumer Staples
Feb 25, 2022 XLU
Utilities
XLV
Health Care
XLP
Consumer Staples
Feb 18, 2022 XLP
Consumer Staples
XLF
Financials
XLE
Energy
Feb 11, 2022 XLE
Energy
XLF
Financials
XLU
Utilities
Feb 04, 2022 XLE
Energy
XLF
Financials
XLK
Technology
Jan 28, 2022 XLF
Financials
XLE
Energy
XLK
Technology
Jan 21, 2022 XLP
Consumer Staples
XLE
Energy
XLU
Utilities
Jan 14, 2022 XLE
Energy
XLP
Consumer Staples
XLI
Industrials
Jan 07, 2022 XLF
Financials
XLI
Industrials
XLP
Consumer Staples
Dec 31, 2021 XLRE
Real Estate
XLP
Consumer Staples
XLU
Utilities
Dec 17, 2021 XLP
Consumer Staples
XLV
Health Care
XLRE
Real Estate
Dec 10, 2021 XLV
Health Care
XLRE
Real Estate
XLY
Consumer Discretionary
Dec 03, 2021 XLE
Energy
XLP
Consumer Staples
XLU
Utilities
Nov 26, 2021 XLRE
Real Estate
XLE
Energy
XLP
Consumer Staples
Nov 19, 2021 XLY
Consumer Discretionary
XLK
Technology
XLRE
Real Estate
Nov 12, 2021 XLI
Industrials
XLRE
Real Estate
XLE
Energy
Nov 05, 2021 XLRE
Real Estate
XLY
Consumer Discretionary
XLP
Consumer Staples
Oct 29, 2021 XLY
Consumer Discretionary
XLRE
Real Estate
XLE
Energy
Oct 22, 2021 XLRE
Real Estate
XLE
Energy
XLI
Industrials
Oct 15, 2021 XLRE
Real Estate
XLY
Consumer Discretionary
XLE
Energy
Oct 08, 2021 XLE
Energy
XLRE
Real Estate
XLF
Financials
Oct 01, 2021 XLY
Consumer Discretionary
XLE
Energy
XLF
Financials
Sep 24, 2021 XLY
Consumer Discretionary
XLK
Technology
XLRE
Real Estate
Sep 17, 2021 XLRE
Real Estate
XLY
Consumer Discretionary
XLK
Technology
Sep 10, 2021 XLRE
Real Estate
XLU
Utilities
XLY
Consumer Discretionary
Sep 03, 2021 XLRE
Real Estate
XLP
Consumer Staples
XLV
Health Care
Aug 27, 2021 XLC
Communication Services
XLRE
Real Estate
XLY
Consumer Discretionary
Aug 20, 2021 XLP
Consumer Staples
XLU
Utilities
XLRE
Real Estate
Aug 13, 2021 XLU
Utilities
XLP
Consumer Staples
XLB
Materials
Aug 06, 2021 XLRE
Real Estate
XLU
Utilities
XLF
Financials
Jul 30, 2021 XLB
Materials
XLV
Health Care
XLU
Utilities
Jul 23, 2021 XLV
Health Care
XLB
Materials
XLK
Technology
Jul 16, 2021 XLU
Utilities
XLRE
Real Estate
XLV
Health Care
Jul 09, 2021 XLV
Health Care
XLRE
Real Estate
XLU
Utilities
Jul 02, 2021 XLY
Consumer Discretionary
XLV
Health Care
XLRE
Real Estate
Jun 25, 2021 XLY
Consumer Discretionary
XLE
Energy
XLV
Health Care
Jun 18, 2021 XLU
Utilities
XLRE
Real Estate
XLV
Health Care
Jun 11, 2021 XLRE
Real Estate
XLV
Health Care
XLU
Utilities
Jun 04, 2021 XLRE
Real Estate
XLF
Financials
XLE
Energy
May 28, 2021 XLRE
Real Estate
XLI
Industrials
XLB
Materials
May 21, 2021 XLF
Financials
XLB
Materials
XLV
Health Care
May 14, 2021 XLB
Materials
XLRE
Real Estate
XLE
Energy
May 07, 2021 XLF
Financials
XLI
Industrials
XLB
Materials
Apr 30, 2021 XLF
Financials
XLRE
Real Estate
XLY
Consumer Discretionary
Apr 23, 2021 XLRE
Real Estate
XLV
Health Care
XLC
Communication Services
Apr 16, 2021 XLU
Utilities
XLY
Consumer Discretionary
XLRE
Real Estate
Apr 09, 2021 XLY
Consumer Discretionary
XLC
Communication Services
XLF
Financials
Mar 26, 2021 XLY
Consumer Discretionary
XLE
Energy
XLU
Utilities
Mar 19, 2021 XLC
Communication Services
XLY
Consumer Discretionary
XLE
Energy
Mar 12, 2021 XLE
Energy
XLY
Consumer Discretionary
XLB
Materials
Mar 05, 2021 XLE
Energy
XLF
Financials
XLI
Industrials
Feb 26, 2021 XLC
Communication Services
XLE
Energy
XLF
Financials
Feb 19, 2021 XLF
Financials
XLC
Communication Services
XLE
Energy
Feb 12, 2021 XLC
Communication Services
XLV
Health Care
XLRE
Real Estate
Feb 05, 2021 XLE
Energy
XLRE
Real Estate
XLP
Consumer Staples
Jan 29, 2021 XLRE
Real Estate
XLV
Health Care
XLE
Energy
Jan 22, 2021 XLV
Health Care
XLE
Energy
XLRE
Real Estate
Jan 15, 2021 XLF
Financials
XLV
Health Care
XLE
Energy
Jan 08, 2021 XLF
Financials
XLB
Materials
XLI
Industrials
Sector Flow Velocity Engine (SEAF) Model Architecture & Quantitative Methodology


1. Historical Dollar Volume Engine
The server records daily settled closing prices and trading volumes directly into MariaDB, pulling multi-month market data from historical chart feeds.

2. Asset Flow Velocity Calculation
Measures institutional capital rotation pressure via Dollar Volume velocity across 5-day (weekly), 21-day (monthly), and 63-day (quarterly) lookback horizons.

3. Ranking & Tie-Breaker Logic
Each of the 11 SPDR Sector ETFs is ranked 1 through 11 within each lookback window. Cumulative scores are generated by summing the three window ranks, where the lowest total score wins.

4. Quantitative Allocation Tiers
Cumulative scores categorize each sector into risk-managed allocation tiers: Favored (3 to 15), Neutral (16 to 24), and Avoid (25 to 33).

5. Market Sentiment & Internal Overlays
Integrates real-time composite market internals, tracking the CNN Fear and Greed Index and the Asbury 6 internal market health model.

Comprehensive Methodology & Analysis Documentation

Download the comprehensive analysis and justification report detailing the quantitative framework, design architecture, and recent model enhancements:

Download Methodology Document (.docx)