Advanced Micro Devices (NASDAQ: AMD) is on the cusp of unlocking another wave of AI investment. Releasing Helio rack-scale solutions bypasses numerous AI bottlenecks, enabling increased GPU capacity for hyperscale demand. The outcome will be accelerated data center deployments and capacity, and AMD isn’t the only winner. Like NVIDIA (NASDAQ: NVDA), it has an ecosystem of partners to make it all work, and they are equally well-positioned to benefit. The critical detail is that Helios is on track for initial deliveries this quarter and to ramp in the subsequent quarters, potentially exceeding NVIDIA’s AI surge by a wide margin at its peak.
While NVIDIA’s AI accelerators are well-known for their raw power and computing ability, Advanced Micro Devices took a slightly different route. Focused more on efficiency, MI450’s include superior memory capacity and are well-suited for inference. Inference will be the larger market, far larger than model training and advanced computing, as everyone globally will soon be using it. Everything from search to assistance is turning to AI, and that’s not talking about automation. All require inference to operate and are growing at an exponential rate. Cloudflare (NYSE: NET), a proxy for as much as 20% of Internet traffic, says agentic and non-human traffic are the core growth drivers and account for more than 50% of the net.
Broadcom Is the Fabric of Helios Rack Scale Systems
Broadcom (NASDAQ: AVGO) is a critical component in the Helio system, having worked closely with AMD and Hewlett Packard Enterprises (NYSE: HPE) on its custom scale-up switches. They, along with Broadcom’s support of Ultra Accelerator Link (UALink), set the stage for Helios Ethernet fabric, which is critical for optimal performance. The Ethernet fabric is the nervous system binding the GPUs into one, enabling thousands to act as a single supercomputer. Critical aspects include data routing and GPU optimization.
Analysts' trends are solid for this stock. MarketBeat tracks 32 analysts, rating AVGO as a consensus Moderate Buy with an 87% Buy-side bias. The consensus price target offers only modest upside from current levels, but the target trend continues to move higher, signaling that analysts are still revising expectations upward as AI infrastructure demand builds.
Hewlett Packard Enterprise Provides Global Manufacturing Power
Hewlett Packard Enterprise is critical for numerous reasons, including the Ethernet fabric, but its primary role is that of original equipment manufacturer (OEM). While Advanced Micro Devices provides the Helios systems architecture, HPE puts the pieces together, relieving end-users of the hassle. HPE is set up to deliver racks at scale, globally, as well as provide the support and services to keep them all running.
HPE growth forecasts predict hyperpaces over the subsequent two years, which are likely to be overly cautious. Analysts rate HPE as a consensus Moderate Buy with roughly 26% upside relative to early August highs. Sentiment is strengthening ahead of the fall earnings release, and there is a strong technical signal in play which suggests the consensus target near $69 will be easily reached.
Astera Labs, Critical to Connectivity and Signal Integrity
As boring as connectivity and signal integrity may be, they are ultra-critical to AI, enabling data to get where it needs to go quickly, without latency or degradation. Astera Labs (NASDAQ: ALAB) is essential for AI scale-up and scale-out, providing signal re-timers to help connect MI450 GPUs within the servers and products to connect servers and racks together.
Astera Labs’ revenue growth slowed in 2026 but remains at a triple-digit pace, likely to accelerate in upcoming quarters as Helios deployments scale. Its analyst and institutional profiles remain constructive, but not unchecked. MarketBeat currently lists ALAB with a Moderate Buy consensus rating, based on 13 Buy ratings and 10 Hold ratings. Institutional activity adds another positive signal, with buyers outpacing sellers over the trailing 12-month period and in early Q3.
Core Scientific: Doorway to Helios Capacity
Core Scientific (NASDAQ: CORZ) is an important ecosystem partner committed to deploying 2.5 GW of AI capacity. Its benefit to the ecosystem cannot be overstated: the physical data centers to house the GPUs. It is the best-positioned to monetize Helios' capacity the quickest, set up to generate massive amounts of recurring revenue from multiyear hyperscale contracts.
Its contracts are underpinned by CoreWeave (NASDAQ: CRWV), which ultimately provides its own hardware, reducing risk for CORZ investors. Core Scientific Analysts rate it as a Moderate Buy with bullish bias, forecasting over 60% upside from early August lows. Institutional investment is also solid, suggesting downside is limited with shares trading near $19.
The article "AMD’s Helios Launch Could Create Winners Beyond AMD Stock" first appeared on MarketBeat.
