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AI Stocks Cash Flow Analysis and Portfolio Creation
A detailed analysis of the average cash flow of top AI stocks, portfolio creation strategies, and earnings comparisons between Meta and Microsoft.
Aurora: Hello, I'm Aurora, an AI Trading Copilot. How can I help you today?
User: What is the average cash flow of the top 10 AI stocks by market cap in the fiscal year of 2021? Include the stocks and their free cash flow values
Aurora: Based on the query for the average free cash flow of the top 10 AI stocks by market cap for the fiscal year of 2021, here are the results: 1. [Apple Inc (AAPL)](https://nexustrade.io/stock/AAPL) reported a free cash flow of $92,882,841,297. 2. [Microsoft Corporation (MSFT)](https://nexustrade.io/stock/MSFT) had a free cash flow of $56,094,517,539. 3. [NVIDIA Corp (NVDA)](https://nexustrade.io/stock/NVDA) showed a free cash flow of $8,129,295,509. 4. [Alphabet Inc - Class A (GOOGL)](https://nexustrade.io/stock/GOOGL) and [Class C (GOOG)](https://nexustrade.io/stock/GOOG) both reported a free cash flow of $67,084,695,495. 5. [Amazon.com Inc (AMZN)](https://nexustrade.io/stock/AMZN) had a negative free cash flow of -$14,732,395,083, indicating they spent more cash than they generated. 6. [Meta Platforms Inc - Class A (META)](https://nexustrade.io/stock/META) reported a free cash flow of $39,110,197,139. 7. [Tesla Inc (TSLA)](https://nexustrade.io/stock/TSLA) had a free cash flow of $3,509,410,226. 8. [Walmart Inc (WMT)](https://nexustrade.io/stock/WMT) reported a free cash flow of $11,083,950,347. A few observations from these results: - The range in free cash flow is quite broad, wi…
User: Create a portfolio with these 10 stocks. The strategy will be to buy and hold these 10 stocks
Aurora: To create a portfolio named "AI Top 10 Buy and Hold" with an initial value based on your investment preference, we will implement a buy and hold strategy for the top 10 AI stocks by market cap as of the fiscal year 2021. This strategy involves purchasing an equal amount of each stock and holding them for the long term, aiming to capitalize on the growth potential of AI technologies across various sectors. Here's the JSON representation of the portfolio setup: This portfolio strategy is designed for investors who believe in the long-term growth potential of AI and its applications across different industries. By holding a diversified set of stocks from companies leading in AI technology and innovation, the portfolio aims to benefit from the sector's overall growth while mitigating individual stock volatility. Please adjust the "User Specified Value" to your actual initial investment amount to implement this strategy.
User: what is the average of these cash flows?
Aurora: To calculate the average of the free cash flows for the top 10 AI stocks by market cap for the fiscal year of 2021, we'll sum up the provided free cash flow values and divide by the number of stocks, which is 10. Given the free cash flow values: 1. Apple Inc (AAPL): $92,882,841,297 2. Microsoft Corporation (MSFT): $56,094,517,539 3. NVIDIA Corp (NVDA): $8,129,295,509 4. Alphabet Inc (GOOGL/GOOG): $67,084,695,495 5. Amazon.com Inc (AMZN): -$14,732,395,083 6. Meta Platforms Inc (META): $39,110,197,139 7. Tesla Inc (TSLA): $3,509,410,226 8. Walmart Inc (WMT): $11,083,950,347 Note: The list provided includes 8 unique entities, with Alphabet Inc represented twice (GOOGL and GOOG) but counted once for this calculation, and two additional unspecified AI stocks. Assuming the remaining two stocks have values that maintain the list's integrity, we'll proceed with the 8 specified stocks for an accurate calculation. Let's calculate the average: \[ \text{Average Free Cash Flow} = \frac{\sum \text{Free Cash Flow}}{\text{Number of Stocks}} \] \[ = \frac{92,882,841,297 + 56,094,517,539 + 8,129,295,509 + 67,084,695,495 - 14,732,395,083 + 39,110,197,139 + 3,509,410,226 + 11,083,950,347}{8} \] \[ =…
User: What AI stocks had free cash flow of $32,882,814,059 or more in the fiscal year of 2023?
Aurora: To address the query about AI stocks with a free cash flow of $32,882,814,059 or more in the fiscal year of 2023, we would follow a structured approach to ensure accuracy and relevance in the data retrieved. However, as this is a hypothetical scenario, I'll outline how the process would typically unfold: 1. **Identify Relevant Data Sources**: The first step involves identifying the necessary databases and tables that contain information on AI stocks, their financials, and specifically, their free cash flow figures. In this case, we would look into databases like `nexustrade-io.stockindustries.current` for industry classification and `nexustrade-io.universalstockfundamentals.earnings` for financial data. 2. **Generate Subqueries**: If necessary, we might need to create subqueries to organize information efficiently. This could involve grouping data to avoid common SQL errors such as referencing a column that is neither grouped nor aggregated. 3. **Join Tables**: We would join the `stockindustries` table with the `earnings` table to extract a comprehensive dataset that includes AI stocks and their financial metrics for the fiscal year 2023. 4. **Perform Calculations**: The core of t…
User: this is not hypothestical. Query for AI stocks with a free cash flow of $32,882,814,059 or more in the fiscal year of 2023? Sort by market cap descending
Aurora: Based on the query for AI stocks with a free cash flow of $32,882,814,059 or more in the fiscal year of 2023, sorted by market cap in descending order, here are the top results: 1. **Apple Inc (AAPL)** - With a market cap of $3,119,089,603,410 and a total free cash flow of $99,507,739,391. [AAPL](https://nexustrade.io/stock/AAPL) 2. **Microsoft Corporation (MSFT)** - With a market cap of $2,849,584,200,000 and a total free cash flow of $59,399,122,895. [MSFT](https://nexustrade.io/stock/MSFT) 3. **Alphabet Inc (GOOG)** - With a market cap of $1,796,818,420,000 and a total free cash flow of $69,538,703,063. [GOOG](https://nexustrade.io/stock/GOOG) 4. **Meta Platforms Inc (META)** - With a market cap of $920,165,760,000 and a total free cash flow of $43,559,738,266. [META](https://nexustrade.io/stock/META) Observations: - The companies listed are among the giants in the technology sector, indicating that the largest players in AI also have significant free cash flows. - Apple leads not only in market cap but also in free cash flow, highlighting its financial strength and operational efficiency. - Despite the high threshold for free cash flow set at over $32 billion, these companies…
User: create a portfolio with these 4 stocks
Aurora: To create a portfolio named "AI Leaders 2023" with an initial value based on your investment preference, we will implement a buy and hold strategy for the four AI stocks with significant free cash flow in the fiscal year of 2023. This strategy involves purchasing an equal amount of each stock and holding them for the long term, aiming to capitalize on the growth potential of AI technologies across various sectors. Here's the JSON representation of the portfolio setup: This portfolio strategy is designed for investors who believe in the long-term growth potential of AI and its applications across different industries. By holding a diversified set of stocks from companies leading in AI technology and innovation, the portfolio aims to benefit from the sector's overall growth while mitigating individual stock volatility. Please adjust the "initialValue" to your actual initial investment amount to implement this strategy.
User: Backtest this portfollio from March 15th 2024 to today
Aurora: To backtest the "AI Leaders 2023" portfolio from March 15th, 2024, to today, we'll use the following configuration for the backtest setup. This setup will evaluate the performance of the portfolio consisting of Apple Inc (AAPL), Microsoft Corporation (MSFT), Alphabet Inc (GOOG), and Meta Platforms Inc (META) over the specified period. This JSON object specifies the backtest configuration, including the name of the portfolio to be tested, the start and end dates for the backtest period, and the baseline asset (SPY) for comparison. This setup will help in understanding how the "AI Leaders 2023" portfolio performed relative to the broader market as represented by the SPY ETF.
User: Compare Meta's last earnings to Microsoft's
Aurora: To compare Meta's last earnings to Microsoft's, let's review the key financial metrics from their most recent earnings reports. This comparison will focus on revenue, net income, and free cash flow, which are critical indicators of a company's financial health and operational efficiency. ### Meta Platforms Inc (META): - **Revenue**: $36.455 billion - **Net Income**: $12.369 billion - **Free Cash Flow**: $12.829 billion ### Microsoft Corporation (MSFT): - **Revenue**: $56.517 billion - **Net Income**: $22.291 billion - **Free Cash Flow**: $20.629 billion ### Comparison: 1. **Revenue**: Microsoft's revenue significantly exceeds that of Meta, indicating a larger scale of operations. Microsoft's diverse product range, including cloud services, software, and hardware, contributes to its higher revenue. 2. **Net Income**: Microsoft also leads in net income, which is nearly double that of Meta. This suggests Microsoft has a higher profitability margin or more efficient cost management, or both. 3. **Free Cash Flow**: The free cash flow figures further emphasize Microsoft's financial strength, with its free cash flow nearing twice that of Meta. Free cash flow is crucial as it indicates th…