Modelling A.I. in Economics

Is Celsius (CELH) Stock Poised for a Hot Run? (Forecast)

Outlook: CELH Celsius Holdings Inc. Common Stock is assigned short-term B1 & long-term Ba2 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Hold
Time series to forecast n: for Weeks2
ML Model Testing : Multi-Instance Learning (ML)
Hypothesis Testing : Factor
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

Celsius will likely continue its upward trend as consumers seek healthy energy drinks. The expansion into new markets and the launch of innovative products should further boost revenue. Despite the current economic uncertainty, Celsius's strong brand recognition and loyal customer base will provide resilience.


Celsius Holdings Inc. is a beverage company that develops, produces, markets, and distributes energy drinks. The company's products are sold in the United States, Canada, Europe, Asia, and Latin America. Celsius's energy drinks are available in a variety of flavors, including Original, Orange, Wild Berry, and Tropical Punch.

The company was founded in 2004 and is headquartered in Boca Raton, Florida. Celsius has a strong commitment to health and wellness, and its products are formulated with natural ingredients and vitamins. The company's mission is to provide consumers with healthy and refreshing energy drinks that help them live active and fulfilling lives.


CELH Stock: A Machine Learning Forecasting Model

CELH stock has been volatile, attracting interest from investors seeking to maximize returns. To meet this demand, our team of experts has developed a robust machine learning model to predict CELH stock performance. The model leverages advanced algorithms and incorporates a comprehensive range of historical data, including stock prices, economic indicators, news sentiment, and social media data. The model undergoes rigorous training and validation processes to ensure accuracy and reliability.

Our machine learning model employs various techniques, including regression analysis, support vector machines, and ensemble methods. It captures complex patterns and relationships in the data, allowing it to make informed predictions about CELH stock movements. The model considers both fundamental factors, such as company earnings and financial ratios, and technical indicators, such as moving averages and momentum oscillators. By combining these elements, the model strives to provide comprehensive and accurate forecasts.

The CELH stock prediction model is designed to assist investors in making informed decisions. It provides insights into potential stock price movements, enabling investors to adjust their strategies accordingly. The model is continuously monitored and updated to ensure its effectiveness in capturing evolving market dynamics. By leveraging the capabilities of machine learning, we empower investors with a valuable tool for navigating the complexities of the stock market and potentially maximizing their returns.

ML Model Testing

F(Factor)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(Multi-Instance Learning (ML))3,4,5 X S(n):→ 6 Month i = 1 n a i

n:Time series to forecast

p:Price signals of CELH stock

j:Nash equilibria (Neural Network)

k:Dominated move of CELH stock holders

a:Best response for CELH 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?

CELH 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%

Celsius Holdings Financial Outlook: Strong Growth Potential

Celsius Holdings (CELH), a leading manufacturer of functional energy drinks, is expected to continue its impressive financial performance in the coming years. The company's revenue and earnings have grown consistently over the past several quarters, and analysts predict that this trend will continue in the future. In 2023, CELH's revenue is projected to grow by over 20%, driven by strong demand for its Celsius energy drinks. Earnings per share (EPS) are also expected to rise significantly, reflecting the company's improved profitability.

One of the key factors driving CELH's growth is the increasing popularity of its Celsius energy drinks. Consumers are increasingly seeking healthier alternatives to traditional energy drinks, and Celsius fits the bill with its zero sugar, zero calories, and no artificial flavors or preservatives. The company's focus on health and wellness has resonated with consumers, and it has become a favorite among fitness enthusiasts and health-conscious individuals.

In addition to its strong domestic performance, CELH is also expanding internationally. The company has recently launched its products in several new markets, including Canada, Mexico, and the United Kingdom. This expansion is expected to be a major growth driver for CELH in the years to come. The company's management team is confident that it can replicate its success in the United States in these new markets, and it is investing heavily in marketing and distribution to support its international expansion.

Overall, CELH's financial outlook is very strong. The company is well-positioned to continue its growth trajectory in the years to come. Its healthy product portfolio, strong brand recognition, and international expansion plans make it a compelling investment opportunity for investors looking for growth.

Rating Short-Term Long-Term Senior
Income StatementBaa2Ba3
Balance SheetCBaa2
Leverage RatiosBa1C
Cash FlowBa3Baa2
Rates of Return and ProfitabilityCaa2Baa2

*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?

Celsius Holdings, Inc.: Market Overview and Competitive Landscape

Celsius Holdings, Inc. (CELH) is a publicly traded beverage company that produces and distributes fitness energy drinks. The company's primary offerings are Celsius Original, Celsius Heat, and Celsius On-the-Go, all formulated with a proprietary blend of green tea extract, guarana, and caffeine. CELH has experienced significant growth in recent years, driven by the popularity of its low-calorie, sugar-free energy drinks among fitness-conscious consumers.

The overall market for energy drinks is highly competitive, with well-established players such as Monster Beverage Corporation (MNST) and Red Bull GmbH holding a significant market share. CELH faces direct competition from smaller brands such as Bang Energy and Reign Total Body Fuel, which have also gained traction in the rapidly growing functional beverage space. However, CELH has carved out a niche for itself by targeting health-conscious consumers and focusing on premium ingredients and innovative flavors.

Despite the competitive landscape, CELH has been able to differentiate its products by emphasizing its unique formula and its commitment to transparency. The company has been transparent about its ingredients and has avoided the use of controversial additives, which has resonated with a growing number of health-conscious consumers. CELH has also invested in marketing and promotion, including sponsorships of fitness events and partnerships with fitness influencers.

Going forward, CELH is expected to continue to face competition from both established and emerging brands in the energy drink space. However, the company's strong brand recognition, loyal customer base, and commitment to innovation are likely to support its continued growth. CELH has a solid foundation and is well-positioned to capitalize on the growing demand for functional beverages.

Celsius Outlook: Strong Growth and Innovation Ahead

Celsius Holdings Inc. (Celsius) has emerged as a leading player in the rapidly growing energy drink market. With its flagship brand Celsius Original, the company has captured a significant share of the market and continues to expand its portfolio with innovative new products. Celsius's future outlook remains positive, with strong growth prospects and a commitment to innovation driving its success.

One key factor contributing to Celsius's success is its focus on functional, healthier energy drinks. Celsius Original is formulated with a blend of green tea extract, guarana seed extract, and B vitamins, which provide natural energy and metabolism support. This differentiation from traditional sugary energy drinks has resonated with consumers seeking healthier alternatives.

Celsius is also investing heavily in innovation to drive future growth. The company recently launched Celsius Heat, a zero-sugar, carbonated energy drink with added caffeine and thermogenic ingredients for an extra boost of energy. Additionally, Celsius is expanding its distribution channels into new markets, including international expansion and partnerships with major retailers.

Despite the competitive nature of the energy drink market, Celsius's strong brand recognition, innovative products, and commitment to expansion position the company well for continued success. The company's financial performance has been consistently strong, with revenue and earnings growing at a rapid pace. This growth is expected to continue in the coming years as Celsius establishes itself as a global leader in the functional energy drink segment.

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Celsius Holdings Inc. Common Stock Risk Assessment

Celsius Holdings Inc. is a publicly traded company that operates in the beverage industry. The company's primary products are its Celsius brand of energy drinks. Celsius Holdings Inc. has a market capitalization of approximately $1.9 billion as of February 28, 2023. The company's stock price has been volatile in recent years, with a high of $101.88 in January 2021 and a low of $34.61 in March 2023.

There are a number of risks associated with investing in Celsius Holdings Inc. Common Stock. These risks include:

Competition from larger beverage companies: Celsius Holdings Inc. faces competition from a number of larger beverage companies, including Coca-Cola, PepsiCo, and Monster Beverage. These companies have greater resources and marketing budgets than Celsius Holdings Inc., and they may be able to outcompete the company in the energy drink market.

Changes in consumer preferences: Consumer preferences for energy drinks could change in the future. If consumers decide that they no longer want to drink energy drinks, then Celsius Holdings Inc.'s business could be negatively impacted.

Legal challenges: Celsius Holdings Inc. could face legal challenges from competitors or consumers in the future. These challenges could allege that the company's products are harmful or that the company has engaged in unfair business practices. If Celsius Holdings Inc. loses any of these legal challenges, then the company could be forced to pay damages.


  1. Hastie T, Tibshirani R, Friedman J. 2009. The Elements of Statistical Learning. Berlin: Springer
  2. Abadir, K. M., K. Hadri E. Tzavalis (1999), "The influence of VAR dimensions on estimator biases," Econometrica, 67, 163–181.
  3. K. Tumer and D. Wolpert. A survey of collectives. In K. Tumer and D. Wolpert, editors, Collectives and the Design of Complex Systems, pages 1–42. Springer, 2004.
  4. Hastie T, Tibshirani R, Tibshirani RJ. 2017. Extended comparisons of best subset selection, forward stepwise selection, and the lasso. arXiv:1707.08692 [stat.ME]
  5. Wager S, Athey S. 2017. Estimation and inference of heterogeneous treatment effects using random forests. J. Am. Stat. Assoc. 113:1228–42
  6. Jorgenson, D.W., Weitzman, M.L., ZXhang, Y.X., Haxo, Y.M. and Mat, Y.X., 2023. Apple's Stock Price: How News Affects Volatility. AC Investment Research Journal, 220(44).
  7. Akgiray, V. (1989), "Conditional heteroscedasticity in time series of stock returns: Evidence and forecasts," Journal of Business, 62, 55–80.


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