One firm that has worked closely with technology stocks and engaged in investment rounds for technology startups is the investment bank Roth MKM. The firm claims to have "raised over $60 billion for small-cap public companies since 1992," through "services including IPOs, Follow-ons, Secondary Sales, Private Placements, ATMs and M&A Advisory." The firm's analysts have been busy sharing their thoughts on some of the biggest technology companies this year.

For instance, Roth analyst Rohit Kulkarni shared his thoughts on CNBC about Jeff Bezos' eCommerce and cloud computing company in July. He outlined that the firm's Amazon Web Services (AWS) CEO Matt Garman "at a spot where he needs to prove out that AWS, the leader in cloud, can maintain the leadership in AI, uh, in the next three to five years." 2024 so far had seen the firm shift the narrative around AWS where investors were slowly warming up to the fact that it could lead in AI and the firm was "playing catch up," outlined the Roth analyst. He went on to share the key watch-out points on investors' minds as the year started and what they will evaluate moving forward.

According to Kulkarni, "there were two biggest questions coming into 24 for Amazon. Can they provide accelerating growth in AWS? Yes, they did. And second biggest question was can they demonstrate rising profitability in both North America and international retail? Yes they did. And we are approaching probably record high margins in retail in the next six to nine months. That's what is, something that investors strongly believe who are bullish in Amazon that retail profitability is going to help it, help go beyond what we even saw in 2018, 19 levels. So that's a fundamental restructuring of the business that Andy Jessy has kind of orchestrated and that is going to help the stock. While doing that, AWS narrative is slowly shifting in their favor. So both the pillars in Amazon's growth engine are starting to fire while they are outperforming on advertising, while they are including new layers of growth. Like supply chain as a service, healthcare related new thing." Consequently, the analyst concluded that we like the firm "over the next, not just six months, but probably into 25."

Another firm that has been in the news is Elon Musk's car company. While its shares have been affected by the slow EV market in 2024, the outcome of the election injected fresh life into the stock. From the start of the year until the day of the election, the stock was down 2.2%. Now, it is up 36% year-to-date after having gained 39% since the election. Roth's senior analyst Craig Irwin shared some insights for this firm recently. Along with being an EV company, the firm is also a key player in the autonomous driving industry. The autonomy potential, aided by copious amounts of data and training resources, is also baked into the stock. According to Irwin, the firm's decision to rely on cameras instead of LiDAR sensors can prove to be tricky.

He believes "technologically, it's possible, doable. But the economics don't come together when you're actually burning twice as much electricity to get from A to B. The compute, the cost of compute is high." However, he is a "big believer in the future long-term of autonomous, but it's not going to be an app update of the existing fleet. And these are going to be very different vehicles when they get out on the road." Consequently, after factoring in error rates as well, the analyst is "a heavy skeptic" who believes that "if we do see, you know, a Waymo-like vehicle, it'll be another five years."

So, as Roth MKM keeps a close eye on the technology sector, we decided to look at which technology stocks the firm is wary of. In a recent note, the firm shared that "We are not downgrading Technology. In our view, downgrades call for immediate selling." But it cautioned that it is "starting to see more charts losing upside momentum, but our work also shows many names have yet to reach their 'stop loss' levels on the chart. We are aware of the leadership this group has provided the market over the last two years but in the near term, we anticipate this sector performs in line with the overall market."

To make our list of Roth MKM's technology stocks to be cautious about, we ranked stocks part of its recent report by the number of hedge funds that had bought the shares in Q3 2024 in descending order.

For these stocks, we also mentioned the number of hedge fund investors. The reason is simple: our research has shown that we can outperform the market by imitating the top stock picks of the best hedge funds. Our quarterly newsletter's strategy selects 14 small-cap and large-cap stocks every quarter and has returned 275% since May 2014, beating its benchmark by 150 percentage points. (see more details here).

A close up of a complex looking PCB board with several intergrated semiconductor parts.

Number of Hedge Fund Holders In Q3 2024: 107

Advanced Micro Devices, Inc. (NASDAQ:AMD) is an American chip designer that designs and sells CPUs, GPUs, custom chips, and other products used in the data center industry. It is the only chip designer in the world that serves the needs of both the CPU and GPU industries. Consequently, Advanced Micro Devices, Inc. (NASDAQ:AMD) enjoys a unique position in the AI-driven stock market due to its diverse product portfolio. However, on the flip side, it is a lagging player in both industries. Advanced Micro Devices, Inc. (NASDAQ:AMD) is second place to Intel in the CPU and NVIDIA in the GPU markets. While NVIDIA's GPU products are the market leaders in performance, and Advanced Micro Devices, Inc. (NASDAQ:AMD) can benefit from the continued weakness faced by Intel in its CPU business. However, Advanced Micro Devices, Inc. (NASDAQ:AMD) might see tailwinds in the AI industry should companies start to prefer affordable AI accelerators.

Advanced Micro Devices, Inc. (NASDAQ:AMD)'s management shared details about its AI business during the Q3 2024 earnings call. Here is what they said:

"Turning to our Data Center AI business, Data Center GPU revenue ramped as MI300X adoption expanded with cloud, OEM and AI customers. Microsoft and Meta expanded their use of MI 300X accelerators to power their internal workloads in the quarter. Microsoft is now using MI 300X broadly for multiple co-pilot services powered by the family of GPT 4 models.

Overall, AMD ranks 13th on our list of Roth MKM's AI & non-AI stocks to be cautious about. While we acknowledge the potential of AMD as an investment, our conviction lies in the belief that some AI stocks hold greater promise for delivering higher returns and doing so within a shorter time frame. If you are looking for an AI stock that is more promising than AMD but that trades at less than 5 times its earnings, check out our report about the cheapest AI stock.

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Disclosure: None. This article is originally published at Insider Monkey.