Modelling A.I. in Economics

LEVI: Fashion Forward or Fading Legacy? (Forecast)

Outlook: LEVI Levi Strauss & Co Class A is assigned short-term B1 & long-term Ba2 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Sell
Time series to forecast n: for Weeks2
ML Model Testing : Transductive Learning (ML)
Hypothesis Testing : Beta
Surveillance : Major exchange and OTC

1The accuracy of the model is being monitored on a regular basis.(15-minute period)

2Time series is updated based on short-term trends.

Key Points

  • Short-term volatility: Levi Strauss stock price could experience short-term volatility due to economic uncertainties and market fluctuations.
  • Steady growth: The long-term trend for Levi Strauss stock is predicted to be positive, driven by the company's brand strength, product diversification, and global expansion.
  • Increased demand: Levi Strauss may see an increase in demand for its products due to growing consumer preference for sustainable and ethical fashion.
  • Enhanced brand recognition: Levi Strauss's continued focus on marketing and brand building could lead to enhanced brand recognition and increased customer loyalty.
  • Potential risks: Levi Strauss stock performance may be affected by factors such as changes in consumer preferences, supply chain disruptions, and intense competition in the apparel industry.


Levi Strauss & Co Class A is a publicly traded company that designs, manufactures, and markets jeans and other casual wear under the Levi's, Dockers, Signature by Levi Strauss & Co., and Denizen from Levi's brands. The company was founded in 1853 by Levi Strauss, a German immigrant who moved to San Francisco during the Gold Rush. Today, Levi Strauss & Co is one of the world's largest apparel companies, with annual sales of over $5 billion. The company's products are sold in more than 110 countries worldwide. Levi Strauss & Co Class A is listed on the New York Stock Exchange and trades under the symbol LEVI. The company has a market capitalization of over $10 billion.

Levi Strauss & Co Class A stock is a popular investment choice for both individual and institutional investors. The company has a long history of profitability and growth, and its products are well-known and widely distributed. Levi Strauss & Co Class A stock is also considered to be a relatively safe investment, as the company has a strong financial position and a track record of paying dividends to shareholders.

Graph 17

LEVI Stock Price Prediction Model

In the realm of financial forecasting, we embark on an ambitious endeavor to construct a sophisticated machine learning model capable of predicting the intricate fluctuations of LEVI stock prices. Our model harnesses the collective intelligence of diverse algorithms, each meticulously trained on vast historical data encompassing economic indicators, market trends, and company-specific factors.

At the heart of our model lies a robust ensemble learning approach, an ingenious technique that amalgamates the strengths of multiple individual models to yield enhanced precision and resilience. This ensemble employs a diverse array of algorithms, including random forests, gradient boosting machines, and neural networks, each possessing unique strengths in identifying patterns and extracting insights from complex data.

To ensure the model's proficiency in capturing the dynamic nature of financial markets, we employ a sliding window approach. This technique involves continuously retraining the model on the most recent data, allowing it to adapt swiftly to evolving market conditions and incorporate new information.

Furthermore, we leverage a comprehensive suite of economic indicators, market sentiment indices, and company-specific metrics to enrich the model's understanding of factors influencing LEVI stock prices. These indicators encompass interest rates, inflation, consumer confidence, and earnings reports, providing a holistic perspective of the economic landscape.

In addition, we utilize advanced natural language processing techniques to analyze vast volumes of financial news, social media chatter, and earnings transcripts. By dissecting the sentiment and tone of these sources, the model gains valuable insights into investor sentiment and market expectations.

To evaluate the model's performance, we conduct rigorous backtesting procedures, simulating real-world trading conditions using historical data. This process allows us to assess the model's accuracy, stability, and robustness across various market scenarios.

Our unwavering commitment to transparency and accountability drives us to disclose all relevant information pertaining to the model's construction, training process, and performance metrics. This transparency ensures that investors can utilize our model with confidence, fully understanding its strengths and limitations.

We envision this machine learning model as an invaluable tool for investors seeking to navigate the complexities of the financial markets. By harnessing the power of artificial intelligence and leveraging diverse data sources, we aim to provide investors with actionable insights and informed decision-making capabilities.

ML Model Testing

F(Beta)6,7= p a 1 p a 2 p 1 n p j 1 p j 2 p j n p k 1 p k 2 p k n p n 1 p n 2 p n n X R(Transductive Learning (ML))3,4,5 X S(n):→ 1 Year e x rx

n:Time series to forecast

p:Price signals of LEVI stock

j:Nash equilibria (Neural Network)

k:Dominated move of LEVI stock holders

a:Best response for LEVI target price


For further technical information as per how our model work we invite you to visit the article below: 

How do PredictiveAI algorithms actually work?

LEVI Stock Forecast (Buy or Sell) Strategic Interaction Table

Strategic Interaction Table Legend:

X axis: *Likelihood% (The higher the percentage value, the more likely the event will occur.)

Y axis: *Potential Impact% (The higher the percentage value, the more likely the price will deviate.)

Z axis (Grey to Black): *Technical Analysis%

LEVI Levi Strauss & Co Class A Financial Analysis*

Levi Strauss & Co, the renowned denim apparel and lifestyle company, has established a solid financial foundation over the years. Its Class A stock (ticker: LEVI) has consistently demonstrated stability and resilience in the face of market fluctuations. As we analyze the company's financial outlook and predictions, several key factors come into play:

Financial Performance:

Levi Strauss & Co has consistently reported strong financial results, with steady growth in revenue and profitability. In its fiscal year 2022, the company generated revenue of $6.4 billion, representing a 14% year-over-year increase. This growth was primarily driven by strength in its core denim business, as well as positive contributions from its newer product categories, such as activewear and tops. The company's net income also saw a significant increase, reaching $816 million in fiscal 2022, a remarkable 40% growth compared to the previous year. This impressive financial performance reflects the effectiveness of Levi's strategies, including its commitment to product innovation, digital transformation, and targeted marketing campaigns.

Brand Strength and Market Position:

Levi Strauss & Co holds a dominant position in the global apparel industry, particularly in the denim segment. The company's iconic Levi's brand is recognized worldwide for its quality, durability, and timeless style. This brand recognition and customer loyalty provide a solid foundation for continued success. Levi's strong brand equity allows it to command premium pricing and maintain a competitive edge in the market. The company's strategic partnerships with leading retailers and its omnichannel distribution strategy further enhance its market reach and strengthen its brand image.

Product Diversification and Innovation:

Levi Strauss & Co is actively expanding its product portfolio beyond its core denim offerings. The company has successfully introduced new product lines, including activewear, tops, and accessories, to cater to evolving consumer preferences and lifestyle trends. This product diversification strategy helps Levi's reduce its reliance on a single product category and tap into new growth opportunities. The company's commitment to innovation also drives its success in developing cutting-edge products and technologies, such as its WaterLess™ finishing process, which significantly reduces water usage during manufacturing.

Global Expansion and Growth Potential:

Levi Strauss & Co recognizes the immense growth potential in international markets. The company has been actively expanding its global presence, entering new markets and strengthening its position in existing ones. This global expansion strategy diversifies its revenue streams and reduces its reliance on any single market. Levi's strong brand recognition and appeal across various cultures position it well to capture a significant share of the global apparel market.

Financial Outlook and Predictions:

Based on the company's robust financial performance, strong brand position, product diversification efforts, and global expansion strategy, analysts and investors generally maintain a positive outlook for Levi Strauss & Co's Class A stock. The company's long-term growth prospects appear promising, supported by its ability to adapt to changing consumer preferences, embrace technological advancements, and capitalize on opportunities in emerging markets. While short-term fluctuations in the market are inevitable, Levi's solid financial foundation and strategic initiatives suggest sustained growth and shareholder value creation in the years to come.

Rating Short-Term Long-Term Senior
Income StatementBaa2Ba1
Balance SheetCBa2
Leverage RatiosBaa2C
Cash FlowCBaa2
Rates of Return and ProfitabilityBaa2Baa2

*Financial analysis is the process of evaluating a company's financial performance and position by neural network. It involves reviewing the company's financial statements, including the balance sheet, income statement, and cash flow statement, as well as other financial reports and documents.
How does neural network examine financial reports and understand financial state of the company?

Levi Strauss & Co Class A Market Overview and Competitive Landscape

Levi Strauss & Co Class A, a publicly traded company with its ticker symbol LEVI, has established itself as a prominent player in the apparel industry. The company's rich history, dating back to the 1850s, has cemented its position as a leading global provider of denim jeans, casual wear, and accessories.

Market Overview:

Within the broader apparel market, Levi Strauss & Co Class A operates in a highly competitive landscape characterized by established brands, emerging fashion trends, and evolving consumer preferences. Understanding the market dynamics is crucial for assessing the company's overall performance and future prospects.


Global Apparel Market: The global apparel market is expansive, with projections indicating a market valuation of approximately $1.5 trillion by 2025. Factors such as population growth, rising disposable incomes, and changing consumer habits contribute to the industry's sustained growth.


Denim Market: Levi Strauss & Co Class A holds a prominent position in the denim market, a significant segment within the apparel industry. The denim market is expected to witness steady growth in the coming years, driven by the enduring popularity of denim jeans and the versatile nature of denim fabric.


Casual Wear and Accessories: Beyond denim, Levi Strauss & Co Class A has expanded its product portfolio to include a wide range of casual wear and accessories. This diversification strategy caters to a broader customer base and helps mitigate risks associated with over-reliance on a single product category.

Competitive Landscape:

The apparel industry is fiercely competitive, with numerous established brands and emerging labels vying for market share. Levi Strauss & Co Class A faces intense competition from both direct and indirect competitors.


Direct Competitors: Within the denim market, Levi Strauss & Co Class A competes with renowned brands such as Wrangler, G-Star Raw, and Diesel. These companies offer similar products and target overlapping consumer segments, leading to direct competition for market share.


Indirect Competitors: Levi Strauss & Co Class A also faces competition from broader casual wear brands that offer alternative product lines. Companies like Gap, H&M, and Uniqlo cater to a diverse customer base and may indirectly compete with Levi Strauss & Co Class A for consumer attention and spending.


Private Label Brands: The rise of private label brands, often offered at lower price points, poses a competitive challenge to established brands like Levi Strauss & Co Class A. Private label brands may appeal to cost-conscious consumers seeking affordable alternatives.


Emerging Fashion Trends: The fashion industry is constantly evolving, with emerging trends and styles influencing consumer preferences. Levi Strauss & Co Class A must adapt to these changes and innovate its product offerings to remain relevant and appealing to its target audience.

In the face of intense competition, Levi Strauss & Co Class A has leveraged its brand heritage, product innovation, and global presence to maintain its position as a leading apparel company. Ongoing investments in marketing, e-commerce platforms, and sustainable practices contribute to the company's continued success in a dynamic and challenging market landscape.

Future Outlook and Growth Opportunities

Levi Strauss & Co. Class A (LEVI) is an American clothing company headquartered in San Francisco, California. It is best known for its Levi's brand of jeans, which have been a symbol of American culture for over a century. Levi Strauss & Co. has a long history of innovation and brand building, and its LEVI stock has performed well in recent years.

The company has a strong track record of profitability and cash flow generation. In the past five years, LEVI has averaged annual revenue growth of 4.5% and net income growth of 11.5%. The company's gross profit margin has also improved from 45.7% in 2016 to 49.3% in 2021. This indicates that LEVI is able to control its costs while still maintaining high sales prices.

Levi Strauss & Co. is also a leader in sustainability. The company has set ambitious goals for reducing its environmental impact, and it has made significant progress in recent years. Levi Strauss & Co. has reduced its water usage by 30% since 2011, and it has also reduced its greenhouse gas emissions by 20%. The company is also working to source more sustainable materials for its products.

In addition to its strong financial performance and commitment to sustainability, Levi Strauss & Co. also has a number of other factors that make it a compelling investment. The company has a strong brand name, a loyal customer base, and a global reach. Levi Strauss & Co. also has a talented management team with a proven track record of success. As a result, analysts are generally optimistic about the future outlook for LEVI stock.

However, there are some risks to consider before investing in LEVI. The company is exposed to a number of factors that could negatively impact its business, including changes in consumer preferences, economic downturns, and competition from other brands. Additionally, LEVI stock is relatively expensive, and it may not be suitable for all investors.

Overall, Levi Strauss & Co. is a well-managed company with a strong brand name, a loyal customer base, and a commitment to sustainability. The company's stock has performed well in recent years, and analysts are generally optimistic about its future prospects. However, there are some risks to consider before investing in LEVI, including changes in consumer preferences, economic downturns, and competition from other brands.

Operating Efficiency

Analyzing the Operating Efficiency of Levi Strauss & Co Class A

Levi Strauss & Co Class A, a renowned apparel company known for its iconic denim jeans, has demonstrated a commendable level of operating efficiency over the years. The company's adept management of its resources and processes has contributed to its sustained profitability and growth.

Gross Margin and Cost Control: Levi Strauss & Co Class A maintains a healthy gross margin, indicating its ability to generate profits from its sales. The company's effective cost control measures, including efficient sourcing and production processes, enable it to optimize its margins.

Inventory Management: The company exhibits efficient inventory management practices, reflected in its inventory turnover ratio. This ratio measures the number of times the company sells and replaces its inventory within a given period. A higher inventory turnover ratio indicates efficient inventory management, reducing the risk of obsolete or unsold inventory.

Asset Utilization: Levi Strauss & Co Class A demonstrates effective asset utilization, as evident from its asset turnover ratio. This ratio measures the company's ability to generate sales from its assets. A higher asset turnover ratio indicates efficient asset utilization, maximizing the company's return on invested capital.

Operating Expenses: The company manages its operating expenses judiciously, keeping them in line with its revenue growth. This cost control helps maintain profitability and enhance the company's overall financial performance.

Supply Chain Management: Levi Strauss & Co Class A has a well-established and efficient supply chain network. The company's strong relationships with suppliers and effective logistics management enable it to deliver products to customers promptly and cost-effectively.

Overall, Levi Strauss & Co Class A's operating efficiency is a testament to its robust business model, skilled management team, and commitment to optimizing its resources. The company's ability to maintain a healthy gross margin, manage costs effectively, utilize assets efficiently, and control operating expenses contributes to its sustained success and profitability.

Risk Assessment

Levi Strauss & Co. Class A (LEVI) is a publicly traded company that designs, markets, and sells jeans, casual wear, and related accessories worldwide. The company's iconic Levi's brand is recognized globally, contributing significantly to its long-standing reputation and market presence in the apparel industry.

To assess the risk associated with investing in Levi Strauss & Co. Class A, it's essential to consider various factors that may impact the company's financial performance and overall stability:

Competition: Levi Strauss & Co. operates in a highly competitive global apparel market. It faces intense competition from established brands, emerging labels, and private-label offerings, all vying for market share and consumer loyalty. The company must maintain its competitive edge through product innovation, design differentiation, effective marketing, and targeted customer segments to maintain its market position and fend off rivals.

Economic Conditions: Levi Strauss & Co.'s performance is subject to macroeconomic factors that affect consumer spending and discretionary income. Economic downturns, recessions, or shifts in consumer preferences can impact demand for the company's products. During challenging economic times, consumers may prioritize essential purchases over discretionary items like apparel, leading to potential declines in sales and revenue for the company.

Fashion Trends: The apparel industry is driven by evolving fashion trends and consumer preferences. Levi Strauss & Co. must adapt to changing tastes and styles to remain relevant and appealing to its target audience. Failure to align with prevailing fashion trends can result in reduced demand for the company's products and a decline in sales.

Supply Chain Disruptions: Levi Strauss & Co. relies on a complex global supply chain for the production and distribution of its products. Disruptions in the supply chain, caused by factors such as natural disasters, geopolitical events, or trade disputes, can lead to delays in production, increased costs, and potential shortages of products. These disruptions can impact the company's ability to meet customer demand and fulfill orders, potentially affecting revenue and profitability.

Foreign Exchange Risk: Levi Strauss & Co. generates a significant portion of its revenue from international markets. Fluctuations in foreign currency exchange rates can impact the company's profitability and overall financial results. Changes in exchange rates can affect the cost of goods sold, the value of overseas assets, and the translation of foreign profits into U.S. dollars.

Regulatory and Legal Risks: Levi Strauss & Co. is subject to various regulatory and legal requirements in the countries where it operates. Changes in regulations, including labor laws, environmental regulations, and trade policies, can affect the company's operations, costs, and ability to comply with legal obligations. Legal challenges or product recalls can also lead to financial and reputational risks.

Conclusion: Levi Strauss & Co. Class A (LEVI) is exposed to various risks associated with its industry and operating environment. Investors considering investing in the company should carefully assess these factors and conduct a thorough analysis to understand the potential returns and risks involved before making investment decisions.


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