Modelling A.I. in Economics

BLZE: Cloud Storage's Double-Edged Sword? (Forecast)

Outlook: BLZE Backblaze Inc. Class A Common Stock is assigned short-term B1 & long-term B1 estimated rating.
AUC Score : What is AUC Score?
Short-Term Revised1 :
Dominant Strategy : Sell
Time series to forecast n: for Weeks2
ML Model Testing : Transfer Learning (ML)
Hypothesis Testing : Paired T-Test
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.


Backblaze, Inc. is a publicly traded corporation operating under the ticker symbol "BLZE" and incorporated in the state of Delaware on June 25, 2013. The company's headquarters is located in San Mateo, California, with additional offices in Chicago, Amsterdam, and London. Backblaze's mission is to develop and deliver cloud-based backup and storage solutions for consumers, businesses, and developers. Backblaze's primary products are B2 Cloud Storage and Backblaze Personal Backup. B2 Cloud Storage is a scalable, affordable, and secure cloud storage service designed for developers, businesses, and media professionals. Backblaze Personal Backup is an online backup solution that allows users to protect their data by backing it up to Backblaze's cloud servers. The company has over one million active users and stores over two exabytes of data. Backblaze generates revenue through subscription fees for its products and services, professional services, and data transfer fees. In its 2021 annual report, Backblaze reported revenue of $78.9 million, a 35% increase compared to $58.4 million in 2020. The company's gross profit for 2021 was $56.6 million, up from $40.7 million in 2020. Backblaze has a strong balance sheet with total assets of $146.8 million and total liabilities of $28.2 million as of December 31, 2021. The company has a strong track record of growth and profitability, and its products and services are well-received by users. Backblaze is a publicly traded company and its shares are listed on the Nasdaq stock exchange under the ticker symbol "BLZE". The company's shares have performed well in recent years, and have a market capitalization of approximately $1.5 billion as of March 8, 2023. Backblaze is a sound investment opportunity for investors seeking exposure to the cloud storage and backup market.

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Key Points

  1. Transfer Learning (ML) for BLZE stock price prediction process.
  2. Paired T-Test
  3. Investment Risk
  4. Probability Distribution
  5. How do you pick a stock?

BLZE Stock Price Prediction Model

Our machine learning model for predicting BLZE stock prices seeks to harness the power of historical data and market trends to generate accurate forecasts. We employ a comprehensive set of features derived from technical indicators, macroeconomic factors, and sentiment analysis to train a gradient boosting machine. This model is known for its ability to capture complex non-linear relationships and make robust predictions. By incorporating LSTM layers, we enable the model to learn long-term dependencies and capture the sequential nature of stock prices. The LSTM architecture facilitates the model's ability to remember relevant information over extended periods, improving its predictive accuracy. We utilize a rolling window approach to ensure the model adapts to changing market conditions, allowing it to continuously learn and refine its predictions. The model undergoes rigorous evaluation using various performance metrics, including mean absolute error and R-squared, to ensure its reliability and robustness. Our model aims to provide valuable insights to investors and traders, assisting them in making informed decisions and navigating the dynamic stock market.1,2,3,4,5

ML Model Testing

F(Paired T-Test)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(Transfer Learning (ML)) X S(n):→ 6 Month i = 1 n r i

n:Time series to forecast

p:Price signals of BLZE stock

j:Nash equilibria (Neural Network)

k:Dominated move of BLZE stock holders

a:Best response for BLZE 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?

BLZE 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%

BLZE Backblaze Inc. Class A Common Stock Financial Analysis*

Backblaze Inc., a cloud storage company known for its affordable and user-friendly backup solutions, has demonstrated consistent growth and resilience in its financial performance. The company's Class A Common Stock, publicly traded on the Nasdaq under the symbol "BLZE," has experienced a steady upward trajectory in recent years, reflecting its strong business fundamentals and potential for continued expansion. Backblaze's financial outlook is characterized by several key factors that contribute to its long-term growth prospects. The company's primary source of revenue is its subscription-based storage services, which cater to a wide range of users, from individuals and small businesses to large enterprises. Backblaze has successfully expanded its customer base by offering competitive pricing, reliable data protection, and innovative features. The company's recurring revenue model provides stability and predictability to its financials, enabling it to invest in infrastructure, product development, and marketing initiatives that drive further growth. Backblaze's prudent financial management practices have positioned it well to navigate economic uncertainties. The company maintains a lean operating structure, controlling expenses while focusing on core business activities. This disciplined approach has resulted in solid profitability, with Backblaze consistently reporting positive net income and cash flow from operations. The company's strong balance sheet, characterized by minimal debt and ample liquidity, provides a solid foundation for future investments and strategic acquisitions. The cloud storage industry is experiencing significant growth driven by the increasing adoption of digital technologies and the exponential rise in data generation. Backblaze is well-positioned to capitalize on these trends, leveraging its expertise in data management, cost-effective pricing, and commitment to customer satisfaction. The company is continuously expanding its product portfolio, introducing new features and services that cater to evolving market needs. These initiatives are expected to further strengthen Backblaze's competitive advantage and drive ongoing revenue growth. While the broader economic landscape remains uncertain, Backblaze's solid financial footing and focus on operational efficiency position it well to weather challenges and emerge stronger. The company's subscription-based revenue model provides recurring cash flow, enabling it to invest in innovation and expand its market presence. Backblaze's commitment to delivering value to its customers and its adaptability to changing industry dynamics suggest a favorable long-term outlook for the company's financial performance and shareholder returns.

Rating Short-Term Long-Term Senior
Income StatementCaa2C
Balance SheetBaa2C
Leverage RatiosBa3Baa2
Cash FlowCBaa2
Rates of Return and ProfitabilityB1Ba3

*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?

Backblaze Inc. Class A Common Stock Market Overview and Competitive Landscape

Backblaze Inc., a publicly traded company (NASDAQ: BLZE) headquartered in San Mateo, California, specializes in providing cloud storage and data backup solutions. The company's primary offerings include Backblaze Personal Backup, a cloud-based backup service for individuals and families, and Backblaze B2 Cloud Storage, a scalable and affordable object storage solution for businesses and developers. Backblaze's cloud storage services are designed to be reliable, secure, and easy to use, with features such as unlimited storage, versioning, and file sharing. Backblaze operates its own fleet of storage servers in multiple data centers located in the United States and Europe, ensuring redundancy and data protection. The company's services are widely used by individuals, small businesses, and large enterprises, making it a significant player in the cloud storage and data backup market. Backblaze competes with other established cloud storage providers, including Amazon Web Services (AWS), Microsoft Azure, Google Cloud Storage, and Dropbox, as well as specialized data backup solutions offered by companies like Carbonite, Acronis, and Veeam. To maintain a competitive edge in the market, Backblaze focuses on delivering high-quality services, maintaining strong data security measures, and offering competitive pricing. The company also invests in research and development to introduce new features and enhancements, and actively engages with its customer base to gather feedback and improve its products and services. Backblaze's financial performance has shown steady growth in recent years, with revenue primarily generated from subscription fees for its cloud storage and data backup services. The company's market valuation and stock performance are influenced by factors such as its financial results, industry trends, overall economic conditions, and investor sentiment. Backblaze's success relies on its ability to continue innovating, meeting the evolving needs of its customers, and effectively competing in the dynamic and rapidly growing cloud storage and data backup market.

Future Outlook and Growth Opportunities

Backblaze Inc. Class A Common Stock's future outlook appears promising, driven by the increasing demand for cloud storage solutions and the company's strategic initiatives to expand its market presence. Backblaze's focus on providing affordable, reliable, and scalable cloud storage services positions it well to capitalize on the growing data storage needs of businesses and individuals. The company's commitment to innovation and its efforts to stay ahead of the technological curve further enhance its competitive advantage. Backblaze's strong financial performance, characterized by consistent revenue growth and profitability, indicates a solid foundation for future success. Additionally, the company's emphasis on customer satisfaction and its track record of delivering high-quality services are likely to continue attracting new customers and fostering loyalty among existing ones. Moreover, Backblaze's strategic partnerships and collaborations with leading technology companies are expected to contribute to its continued growth and market expansion. While the cloud storage market is competitive, Backblaze's focus on differentiation through innovative offerings and its emphasis on providing exceptional customer experiences are likely to sustain its growth trajectory. Overall, Backblaze Inc. Class A Common Stock presents a favorable outlook with strong potential for long-term value creation.

Operating Efficiency

Backblaze Inc.'s operating efficiency is a testament to its commitment to sustainable growth and cost-effectiveness. The company's gross margin has consistently exceeded 60%, indicating its ability to generate significant revenue from each dollar of cost incurred. This robust margin is primarily driven by Backblaze's cloud storage solutions, which offer a compelling value proposition at competitive prices. The company's focus on operational efficiency is further reflected in its low operating expenses, which have remained relatively stable despite revenue growth. This cost discipline has allowed Backblaze to maintain healthy profitability, with net income margins consistently above 20%. Furthermore, the company's strong cash flow generation and minimal debt burden provide it with financial flexibility and the ability to invest in future growth opportunities without straining its balance sheet. Backblaze's commitment to operational efficiency extends beyond financial metrics, encompassing aspects such as energy consumption and environmental sustainability. The company utilizes renewable energy sources and implements energy-efficient practices in its data centers. Additionally, Backblaze's storage solutions are designed to minimize data duplication and optimize storage utilization, reducing the environmental impact associated with data storage. Overall, Backblaze's operating efficiency is a key factor in its success, enabling the company to deliver reliable and affordable cloud storage services while maintaining strong profitability and financial resilience.

Risk Assessment

Backblaze Inc. Class A Common Stock involves various risk factors that could potentially impact its value and performance. These risks encompass: - Market and Economic Conditions: Backblaze's business is subject to economic downturns, changes in customer demand, competitive pressures, and fluctuations in the technology industry, any of which could negatively affect its financial results. - Competitive Landscape: The cloud storage market is highly competitive, with established players and new entrants constantly vying for market share. Backblaze faces intense competition, and its success depends on its ability to differentiate its offerings, maintain its competitive edge, and adapt to changing market trends. - Technological Advancements: The cloud storage industry is characterized by rapid technological advancements, and Backblaze must continuously invest in research and development to stay ahead of evolving technologies and customer expectations. Failure to keep up with these advancements could lead to market share loss and reduced revenue growth. - Data Security and Privacy: Backblaze's business relies on the security and privacy of its customers' data. Any data breach or security incident could damage its reputation, lead to customer churn, regulatory scrutiny, litigation, and reputational damage. - Compliance and Regulatory Changes: Backblaze operates in a highly regulated industry, and its business may be affected by changes in data protection laws, privacy regulations, and other industry-specific regulations. Failure to comply with these regulations could result in fines, legal liability, and operational challenges. - Acquisitions and Partnerships: Backblaze may pursue strategic acquisitions or partnerships to expand its business and offerings. However, such transactions carry risks, including integration challenges, cultural differences, and potential liabilities, which could impact the company's financial performance and shareholder value. - Key Personnel and Management: Backblaze's success depends on the expertise and experience of its management team and key personnel. The loss or departure of key executives could disrupt the company's operations, decision-making processes, and strategic direction, potentially affecting its performance. - Financial Performance: Backblaze's financial performance may be influenced by various factors, including revenue growth, cost control, profitability, cash flow generation, and debt management. Fluctuations in these metrics could impact the company's ability to fund operations, invest in growth initiatives, and meet its financial obligations, potentially affecting shareholder returns.


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