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CONSUMER DISCRETIONARY

AZO

AUTOZONE INCSeasonality Algorithms and Portfolio Optimization

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+4.37%

BEST HISTORICAL MONTH

November

Average win rate of 74% over the last 35 years. Strong historical bullish trend in this period.

-1.32%

WORST HISTORICAL MONTH

January

Negative average return with a win rate of 51% over 35 years. Historically characterized by weakness.

90/100

QUANTITATIVE ANALYSIS

Robusta

Statistical validation completed with high confidence. Profitability and robustness tested over 12-month out-of-sample windows.

The Limit of Monthly Reports: Did you know you can do better?

The historical aggregate tables below show overall monthly performance. However, markets do not move in 30-day blocks. Entering and exiting on specific days of the same month (e.g. from day 12 to day 24) can significantly increase returns and reduce drawdowns.

Discover exact daily precision with seasonality windows inside the Horaizon app.

Monthly Seasonality Table

Historical data based on a horizon of up to 15 years of trading.

MONTHWIN RATEAVG RETURNPROFIT FACTORTOTAL RETURNYEARS
January
51%-1.32%0.63-46.16%35
February
63%+2.39%2.93+83.72%35
March
57%+2.71%2.00+94.84%35
April
56%+2.11%2.04+75.85%36
May
47%-0.11%0.96-4.06%36
June
53%-0.60%0.80-21.70%36
July
58%+1.78%1.83+64.24%36
August
44%+0.07%1.03+2.41%36
September
63%+2.42%2.51+84.54%35
October
63%+2.54%2.35+88.92%35
November
74%+4.37%5.30+152.98%35
December
66%+3.45%2.68+120.90%35

Why Choose the Horaizon Platform?

Quant Seasonality Engine

Instantly scan thousands of assets including Stocks, ETFs, Commodities, and Crypto to find the most stable seasonal configurations.

Walk-Forward (WFA) Validation

Validate your strategy on real out-of-sample data. Avoid overfitting errors and ensure seasonality works in the future.

Automatic Optimization

Combine individual assets into diversified portfolios. Our algorithm optimizes weights to reduce overall volatility and drawdowns.

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Expand Your Knowledge

Mastering Seasonality

Discover how temporal cycles affect global stock markets.

Stock Analysis 101

From fundamental basics to advanced quantitative analysis.

Options Strategies

Use options to capitalize on seasonal inefficiencies.