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AI Stocks Analysis and Bi-Weekly Rebalancing Strategy
Explore a comprehensive analysis of AI stocks with over 30% CAGR, $1B+ revenue, and profitability, along with a bi-weekly rebalancing strategy based on market cap and fundamental ratings.
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Aurora
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Find me a list of AI stocks that have a 30% or more CAGR for their revenue for the past 3 years
Aurora
AI Stocks with 30%+ Revenue CAGR Over Past 3 Years
Here's a summary of AI companies that have achieved at least 30% compound annual growth rate (CAGR) in revenue over the past three years, sorted by highest growth rate:
| Ticker | Company | Latest Revenue | 3-Year Revenue CAGR | Report Date |
|---|---|---|---|---|
| BTAI | BioXcel Therapeutics | $1,380,000 | 3,743.77% | 2024-03-22 |
| AREN | The Arena Group | $244,203,000 | 249.91% | 2024-04-29 |
| CNXA | Connexa Sports Technologies | $16,831,477 | 190.55% | 2023-05-17 |
| EVLV | Evolv Technologies | $80,418,000 | 156.15% | 2024-02-29 |
| STEM | Stem, Inc. | $461,515,000 | 133.38% | 2024-02-29 |
| BHIL | Benson Hill | $473,336,000 | 100.11% | 2024-04-26 |
| S | SentinelOne | $621,154,000 | 88.29% | 2024-03-27 |
| LAZR | Luminar Technologies | $69,779,000 | 76.91% | 2023-12-31 |
| BILL | Bill Holdings | $1,290,172,000 | 75.60% | 2024-08-23 |
| NVDA | NVIDIA | $130,497,000,000 | 69.25% | 2025-02-26 |
| OUSTW | Ouster (Warrants) | $83,279,000 | 63.93% | 2023-12-31 |
| RDW | Redwire Corporation | $243,800,000 | 61.91% | 2024-03-20 |
| VIEW | View, Inc. | $128,840,000 | 58.59% | 2023-12-31 |
| FLNC | Fluence Energy | $2,698,562,000 | 58.26% | 2024-11-29 |
| LNTH | Lantheus Holdings | $1,296,429,000 | 56.32% | 2024-02-22 |
| GTLB | GitLab | $579,906,000 | 56.20% | 2024-03-26 |
| REKR | Rekor Systems | $34,933,000 | 55.82% | 2024-03-25 |
| IOT | Samsara Inc. | $937,385,000 | 55.37% | 2024-03-26 |
| SPIR | Spire Global | $105,703,000 | 54.81% | 2024-03-06 |
| CRWD | CrowdStrike | $3,055,555,000 | 51.75% | 2024-03-07 |
| ZS | Zscaler | $2,167,771,000 | 47.68% | 2024-09-12 |
| BRZE | Braze | $471,800,000 | 46.46% | 2024-04-01 |
| STGW | Stagwell | $2,527,177,000 | 41.71% | 2024-03-11 |
| BKSY | BlackSky Technology | $94,492,000 | 40.48% | 2024-04-19 |
| NTRA | Natera | $1,082,571,000 | 40.42% | 2024-02-29 |
Summary of Findings
These 25 AI-focused companies have demonstrated exceptional revenue growth over the past three years, with CAGRs ranging from 40.42% to an extraordinary 3,743.77%. The list includes companies across various sectors including cybersecurity, healthcare, energy, and semiconductor manufacturing.
Pros
- Diverse Market Caps: The list includes both established players like NVIDIA ($130B+ revenue) and emerging companies with revenues under $2M.
- Multiple Industries: AI implementation spans across various sectors, showing the technology's broad applicability.
- Impressive Growth Rates: Even the "slowest" growing company on this list is expanding revenue at 40% annually, far outpacing average market growth.
- Recent Reporting: Most companies have financial data from 2024, providing current insights into their performance.
Cons
- Small Base Effect: Companies like BTAI show extremely high growth percentages (3,743%) but from very small revenue bases ($24.30 three years ago to $1.38M now).
- Sustainability Questions: Such high growth rates may be difficult to maintain as companies scale.
- Profitability Not Shown: High revenue growth doesn't necessarily translate to profitability or positive cash flow.
- Future Report Dates: Some companies show future report dates (like NVDA with 2025-02-26), which may indicate projected rather than actual figures.
Unusual Observations
- BTAI's Extraordinary Growth: BioXcel Therapeutics shows a staggering 3,743% CAGR, growing from just $24.30 to $1.38M in three years, suggesting it's in very early commercialization stages.
- NVIDIA's Scale: While many companies on the list are relatively small, NVIDIA stands out with $130.5B in revenue while still maintaining a 69.25% growth rate, which is remarkable for a company of its size.
- Future Dates: Some report dates appear to be in the future (like NVDA's 2025-02-26), which may indicate projected figures or data entry issues.
Disclaimer
The analysis provided is based on historical data and does not guarantee future performance. Growth rates can fluctuate significantly, especially for early-stage companies. Always conduct thorough research and consider consulting with a financial advisor before making investment decisions. AI-generated analyses may contain inaccuracies or miss important contextual factors that could impact investment outcomes.
User
Let's also filter by stocks that made over $1 billion in revenue in the past year and are profitable
Aurora
AI Stocks with 30%+ Revenue CAGR, $1B+ Revenue, and Positive Net Income
Here's a summary of AI companies that meet all three criteria: 30%+ compound annual growth rate (CAGR) in revenue over the past three years, generate over $1 billion in annual revenue, and are profitable:
| Ticker | Company | Latest Revenue | Net Income | 3-Year Revenue CAGR | Report Date |
|---|---|---|---|---|---|
| NVDA | NVIDIA Corporation | $130,497,000,000 | $72,880,000,000 | 69.25% | 2025-02-26 |
| FLNC | Fluence Energy | $2,698,562,000 | $22,716,000 | 58.26% | 2024-11-29 |
| LNTH | Lantheus Holdings | $1,296,429,000 | $326,661,000 | 56.32% | 2024-02-22 |
| CRWD | CrowdStrike | $3,055,555,000 | $89,327,000 | 51.75% | 2024-03-07 |
| STGW | Stagwell | $2,527,177,000 | $134,000 | 41.71% | 2024-03-11 |
| UBER | Uber Technologies | $43,978,000,000 | $9,856,000,000 | 36.07% | 2025-02-14 |
| AXON | Axon Enterprise | $2,082,526,000 | $377,034,000 | 34.11% | 2025-02-25 |
| ANET | Arista Networks | $7,003,146,000 | $2,852,054,000 | 33.43% | 2025-02-19 |
| ENVA | Enova International | $2,657,800,000 | $209,448,000 | 30.06% | 2025-02-18 |
Summary of Findings
These nine AI-focused companies have demonstrated exceptional revenue growth over the past three years while maintaining profitability and generating substantial revenue. The list includes companies across various sectors including semiconductors, energy, healthcare, cybersecurity, transportation, and networking.
Pros
- Strong Growth & Profitability: All companies show the rare combination of high growth (30%+ CAGR) while remaining profitable.
- Established Scale: Each company generates over $1 billion in annual revenue, indicating established business models.
- Industry Leaders: Several companies (NVDA, CRWD, UBER) are recognized leaders in their respective fields.
- Diverse Applications: The list demonstrates AI's impact across multiple industries.
Cons
- Varying Profit Margins: While all companies are profitable, profit margins vary significantly (STGW has only $134,000 in net income on $2.5B revenue).
- Future Report Dates: Several companies show future report dates (like NVDA with 2025-02-26), which may indicate projected rather than actual figures.
- Valuation Considerations: High-growth AI companies often trade at premium valuations, which aren't reflected in this data.
Unusual Observations
- NVIDIA's Dominance: NVIDIA stands out with extraordinary metrics - $130.5B revenue, $72.9B net income, and 69.25% CAGR, demonstrating its exceptional position in the AI hardware market.
- Stagwell's Thin Margins: STGW shows only $134,000 in net income on $2.5B revenue, suggesting extremely thin profit margins compared to others on the list.
- Future Dates: Several report dates appear to be in the future (2025), which may indicate projected figures or data entry issues.
Disclaimer
The analysis provided is based on the data presented and may not reflect current market conditions. Some report dates appear to be in the future, which suggests these might be projections rather than actual reported figures. Always conduct thorough research and consider consulting with a financial advisor before making investment decisions. AI-generated analyses may contain inaccuracies or miss important contextual factors that could impact investment outcomes.
User
How fundamentally strong were these companies in 2024?
Aurora
Fundamental Strength Ratings of High-Growth AI Companies
Here's a summary of the fundamental strength ratings for the previously identified AI companies that have 30%+ revenue CAGR, $1B+ revenue, and are profitable:
| Ticker | Company | Rating | Fiscal Year | Fiscal Period |
|---|---|---|---|---|
| ANET | Arista Networks | 4.5 | 2024 | FY |
| NVDA | NVIDIA Corporation | 4.5 | 2024 | FY |
| AXON | Axon Enterprise | 4.0 | 2024 | FY |
| CRWD | CrowdStrike | 4.0 | 2024 | FY |
| ENVA | Enova International | 4.0 | 2024 | FY |
| LNTH | Lantheus Holdings | 4.0 | 2024 | FY |
| UBER | Uber Technologies | 4.0 | 2024 | FY |
| FLNC | Fluence Energy | 4.0 | 2024 | FY |
| STGW | Stagwell | 2.0 | 2024 | FY |
Summary of Findings
These ratings provide insight into the fundamental strength of the high-growth AI companies we previously identified. The ratings range from 2.0 to 4.5 on what appears to be a 5-point scale, with most companies showing strong fundamentals (4.0 or higher).
Key Observations:
- Top Performers: Arista Networks (ANET) and NVIDIA (NVDA) lead the pack with the highest ratings of 4.5, indicating exceptional fundamental strength.
- Solid Performers: Six companies (AXON, CRWD, ENVA, LNTH, UBER, FLNC) received ratings of 4.0, suggesting strong fundamentals.
- Underperformer: Stagwell (STGW) stands out with a significantly lower rating of 2.0, which aligns with our previous observation about its extremely thin profit margins ($134,000 net income on $2.5B revenue).
Interesting Patterns:
- There appears to be a correlation between fundamental strength and profitability. Companies with higher profit margins (like NVDA and ANET) tend to have higher ratings.
- Despite its impressive revenue growth, Stagwell's low rating suggests that growth alone isn't sufficient for a strong fundamental rating when profitability is minimal.
Remember to double-check all information provided in this analysis, as AI-generated content may contain inaccuracies. These ratings represent a point-in-time assessment for fiscal year 2024 and may change as new financial data becomes available.
User
Create a strategy that rebalances this list of stocks every other week. Weight the stocks by the square root of their market cap. Sort by their fundamental ratings and limit to the top 5 stocks
Aurora
Description:
This portfolio implements a bi-weekly rebalancing strategy for the previously identified high-growth AI companies. The strategy rebalances every 14 days (every other week) and focuses on the top 5 stocks based on their fundamental ratings. The weighting mechanism uses the square root of market capitalization, which provides a more balanced allocation than direct market cap weighting - this reduces concentration in the largest companies while still giving higher allocations to larger firms. The portfolio includes all nine stocks from our analysis (NVDA, ANET, AXON, CRWD, ENVA, LNTH, UBER, FLNC, and STGW), but at runtime, only the top 5 by fundamental rating will be selected for investment. This approach combines fundamental quality (through the rating filter) with a modified market cap weighting system that prevents excessive concentration in the largest companies.
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