Evaluating Applied Digital and CoreWeave: Which AI Infrastructure Stock Offers Better Residual Income Potential?

The artificial intelligence boom has spawned a new investment category: companies specializing in AI-powered data center operations. Two prominent players in this space—Applied Digital (NASDAQ: APLD) and CoreWeave (NASDAQ: CRWV)—have captured significant market attention. While both show impressive revenue trajectories, their profitability profiles and financial structures tell vastly different stories. Understanding these differences, particularly through the lens of residual income and cash generation capability, is essential for investors deciding between them.

Financial Performance: Revenue Growth vs. Profit Reality

The AI infrastructure market is experiencing explosive growth, with Fortune Business Insights projecting expansion from $59 billion in 2025 to $356 billion by 2032. Both Applied Digital and CoreWeave are riding this wave, posting remarkable top-line numbers. However, revenue growth alone doesn’t guarantee investment quality—what matters is how much residual profit and cash flow each company generates after covering its operating costs.

Applied Digital achieved 250% year-over-year revenue growth to $126.6 million in its fiscal Q2 (ended Nov. 30), while CoreWeave booked record Q3 revenue of $1.4 billion, up from $583.9 million in the prior year. Yet beneath these impressive figures lies a critical distinction: the actual profit dollars these companies retain.

Applied Digital’s Profitability Challenge

Applied Digital’s business model reveals structural challenges that directly impact residual income generation. In fiscal Q2, despite $126.6 million in revenue, the company’s cost of revenue was $100.6 million—leaving a gross profit of just $26 million, representing a 20.5% gross margin. More troubling, operating expenses totaled $157.5 million, triple the prior year’s $49 million, resulting in an operating loss of $31 million.

The company’s expansion strategy requires continuous heavy capital investment. It signed new leases worth $16 billion over their terms, necessitating substantial debt accumulation. Applied Digital exited Q2 with debt exceeding $2.6 billion, though its cash position of $1.9 billion provided some cushion. The fundamental issue: the company must construct more data centers to grow revenue, yet the buildout remains extremely costly and generates negative residual income currently. Its path to profitability remains unclear despite strong demand signals.

The stock’s impressive 500% return over the past 12 months through Jan. 28 (when it hit a 52-week high of $42.27) reflects market enthusiasm for AI infrastructure, not current financial performance. Investors buying today are betting on future profitability that hasn’t yet materialized.

CoreWeave’s Stronger Gross Margin Story

CoreWeave demonstrates a markedly different financial profile, particularly in residual income generation relative to scale. In Q3, the company recorded $1.4 billion in revenue with a cost of revenue of $368.8 million, yielding a gross profit of approximately $908 million—representing a 64.9% gross margin. This substantial difference in profit retention per revenue dollar represents a critical advantage.

CoreWeave’s business model, centered on renting data center capacity and providing AI computing services, generates significantly higher residual income at comparable revenue levels compared to Applied Digital’s infrastructure-heavy approach. While CoreWeave has also accumulated substantial debt ($14 billion-plus by Q3 end), its profitability profile better supports servicing that leverage long-term.

Like Applied Digital, CoreWeave is not yet fully profitable on an operating basis, but its gross profit generation capability suggests it’s much closer to achieving sustainable positive residual income streams.

Nvidia Partnership: CoreWeave’s Competitive Edge

A critical factor enhancing CoreWeave’s residual income potential is its strategic partnership with Nvidia. The two companies entered a $6.3 billion agreement, with Nvidia committing to purchase CoreWeave’s excess data center capacity through April 13, 2032. This arrangement provides revenue certainty that directly protects CoreWeave’s residual cash flow against demand downturns.

Additionally, Nvidia invested $2 billion in CoreWeave at $87.20 per share, signaling confidence in the company’s financial trajectory. This backing reduces execution risk for CoreWeave’s infrastructure scaling, a key consideration for long-term residual income investors.

Applied Digital lacks comparable partnership protection, relying entirely on market demand for its leases—a riskier profile from a cash flow reliability perspective.

Valuation Metrics and Residual Value

Comparing unprofitable companies requires focusing on valuation efficiency. The forward price-to-sales (P/S) ratio reveals how much investors pay today for each dollar of projected revenue—a critical metric when assessing which company offers better residual income potential per dollar invested.

CoreWeave trades at a significantly lower forward P/S multiple than Applied Digital, and notably, CoreWeave’s valuation sits near its 52-week low while Applied Digital’s trades near its 52-week highs. This valuation divergence is striking given CoreWeave’s superior gross profitability and Nvidia backing. CoreWeave’s discounted valuation suggests investors underestimate its path to strong residual income generation, presenting a potential opportunity for value-oriented investors.

Making Your Investment Decision

The data strongly favors CoreWeave when evaluated through a residual income framework:

• Profitability: CoreWeave’s 64.9% gross margin dramatically exceeds Applied Digital’s 20.5%, indicating superior residual profit generation per revenue dollar
• Financial Backing: Nvidia’s partnership and investment provide revenue certainty and cash flow protection
• Valuation: CoreWeave trades at a lower valuation multiple despite stronger fundamentals, suggesting better risk-adjusted returns potential
• Growth Sustainability: CoreWeave’s margin profile better supports long-term debt servicing and residual cash flow generation

Applied Digital’s infrastructure-landlord model may eventually prove profitable as utilization rates rise and operating leverage improves, but current metrics suggest that outcome remains several quarters away. For investors focused on companies already demonstrating strong residual income potential and clear paths to profitability, CoreWeave presents the more compelling case today—though both companies carry leverage risk worthy of careful monitoring.