Neoclouds sit at the center of one of AI’s biggest infrastructure constraints: access to GPU capacity, fast networking, and power-dense data center space. As enterprise AI adoption broadens and frontier-model training runs get larger, demand is increasingly spilling beyond the traditional hyperscalers. That has opened the door for specialized AI cloud operators and infrastructure owners that can bring capacity online faster, often by pairing long-term power access with pre-leased facilities and NVIDIA-based clusters.
For investors, the neocloud opportunity spans several layers. Some companies are pure AI cloud platforms selling compute and software services directly to developers. Others are data-center and colocation-style operators monetizing AI demand through long-dated leases. A third group is more vertically integrated, controlling both power and compute infrastructure. CoreWeave’s 2025 IPO and rapid scale to $5.1 billion of revenue helped validate the category, while contracted capacity deals across the sector suggest demand is increasingly being converted into visible infrastructure revenue.
This list ranks five neocloud-related stocks in countdown order, from #5 to #1, using investment quality as the primary criterion. That means we are weighing business relevance to AI infrastructure against profitability, growth, balance-sheet-sensitive quality signals, and earnings execution. Some names here are more speculative than others, but each offers exposure to the buildout of AI-native compute capacity.
We screened for US-listed companies with market capitalizations above $500 million and meaningful exposure to AI cloud, HPC hosting, or adjacent digital infrastructure tied to neocloud demand. We then ranked the group primarily by investment quality, using our composite quality grades, profitability metrics, growth data, valuation context, and earnings consistency. Because this is a countdown, the strongest overall pick appears last at #1 rather than first. The goal is not to find perfect financial profiles in an emerging category, but to identify the best-positioned public-market ways to participate in neocloud infrastructure.
What they do. The company designs, develops, and operates digital infrastructure for high-performance computing and AI workloads in North America. Applied Digital runs both a data center hosting business and an HPC hosting business, providing infrastructure services and GPU computing solutions while also constructing and managing facilities built for compute-intensive applications.
Why it fits. Applied Digital is directly tied to the neocloud buildout because it is monetizing AI demand through infrastructure rather than only through software. Its disclosed lease agreement with CoreWeave for an additional 150MW at the Polaris Forge 1 campus in Ellendale, North Dakota, is exactly the kind of contracted AI capacity arrangement that has become central to this theme.
Numbers that matter. Revenue was $319.3 million, and year-over-year revenue growth was 139.3%, which is one of the strongest top-line growth rates on this list. Gross margin was 45.4%, but operating margin was -20.47% and net margin was -59.47%, showing that scale has not yet translated into durable profitability. EBITDA was $13.9 million, trailing EPS was -$0.38, and forward P/E was 526.3, which underscores how much future execution is already embedded in the story.
Recent momentum. Applied Digital has executed well against near-term expectations, with a 7-for-7 earnings beat rate in the reported history. Most recently, it posted EPS of $0.09 versus an estimate of -$0.21 on April 8, 2026, a 142.9% surprise. Analysts remain constructive despite the weak composite quality profile, with 3 Buy ratings and 1 Hold, and an average target of $66.77.
What they do. The company owns, develops, and operates digital infrastructure in the United States, with facilities serving bitcoin mining and high-performance computing workloads. TeraWulf’s positioning is built around leveraging clean, cost-effective, and reliable energy, which is a meaningful differentiator when AI infrastructure demand is increasingly constrained by power availability.
Why it fits. TeraWulf belongs on a neocloud list because the market is rewarding infrastructure owners that can repurpose or expand power-backed sites for HPC and AI workloads. The company is not a pure AI cloud platform, but its digital infrastructure and energy-linked operating model fit the vertically integrated edge of the neocloud value chain.
Numbers that matter. Revenue was $168.1 million, and year-over-year revenue growth was -1.1%, making TeraWulf the weakest top-line grower in this group. Gross margin was still a strong 64.0%, but operating margin was -366.18% and EBITDA was -$144.8 million, which highlights how far the company remains from stable operating leverage. EPS over the trailing twelve months was -$2.51, while analysts expect next-year EPS of $0.185 and the forward P/E stands at 29.76.
Recent momentum. Recent execution has been uneven. TeraWulf has beaten estimates in only 1 of the last 8 reported quarters, and on May 18, 2026 it reported EPS of -$0.1976 versus an estimate of -$0.0922, a negative surprise of 114.3%. Even so, analysts still lean positive, with 3 Buy ratings and 1 Hold, and an average target of $34.79.
What they do. The company operates a vertically integrated data center business in Australia and Canada, owning computing hardware as well as electrical infrastructure and data centers. IREN also mines bitcoin, but the more relevant angle for this theme is its control over the physical infrastructure stack that can support large-scale compute workloads.
Why it fits. Neocloud investing is not just about software platforms; it is also about who controls power, sites, and hardware. IREN’s vertically integrated model gives it exposure to the same infrastructure bottlenecks driving AI capacity scarcity, which can be valuable if demand keeps shifting toward operators with real-world data center and electrical assets.
Numbers that matter. Revenue was $757.1 million and EBITDA was $147.2 million, giving IREN a larger operating base than the smaller infrastructure names on this list. Gross margin was 68.4% and net margin was 20.88%, but operating margin was still -64.47%, which points to a business with mixed profitability signals depending on the line item used. Trailing EPS was $0.77, earnings growth year over year was 42.9%, and the stock trades at 86.49 times trailing earnings and 136.99 times forward earnings.
Recent momentum.IREN’s earnings record has been inconsistent, with a 2-for-7 beat rate in the reported history. The latest quarter was better, though: on May 8, 2026, it reported EPS of -$0.16 versus an estimate of -$0.34, a 52.9% positive surprise. Analysts remain favorable overall, with 3 Buy ratings and 1 Hold, and an average target of $79.84.
Pick #2Subscribers only
Subscribers see this pick's full breakdown — investment thesis, key financial metrics, recent earnings execution, and analyst consensus.
Subscribers get the complete breakdown — pick rationale, financial metrics, and recent earnings detail.
This list was built from a universe of US-listed companies with market capitalizations above $500 million and material exposure to AI cloud infrastructure, HPC hosting, GPU capacity, or adjacent data center and power-backed assets. We ranked the final selections primarily by investment quality, using our composite quality grades alongside profitability, growth, valuation, analyst sentiment, and earnings execution. Because the neocloud category is still emerging, we also considered how directly each company maps to the AI infrastructure bottlenecks driving current demand. The list is refreshed monthly, so rankings can change as new earnings reports and financial data become available.
▌The Daily Briefing · Free
A new stock idea, every evening.
One stock worth watching each weekday, plus the analysis behind it. Free, in your inbox.
