Key areas of focus
AI infrastructure demand durability and broadening
Investors will look for confirmation that hyperscaler demand remains extremely strong, alongside evidence that the AI build-out is expanding beyond the Big Tech five – Meta, Microsoft, Google and Amazon – into enterprises, sovereign AI projects, vertical industries and smaller customers.
Blackwell ramp and execution
Markets want detailed updates on production scale, yields, customer acceptance and revenue contribution from Blackwell. Early feedback on Blackwell Ultra – effectively Blackwell on steroids – and deployment timelines will also be closely watched.
Next-generation roadmap – Rubin
Any early signals around the Rubin architecture, targeted for a second-half calendar year 2026 ramp, will be important. Investors are seeking reassurance of a smooth generational hand-off from Blackwell without major order pauses, while preserving pricing power and margins.
Supply chain, capacity and lead times
Progress at Taiwan Semiconductor Manufacturing Company and advanced-packaging partners, current lead times for flagship graphics processing units and whether supply constraints are easing or still capping upside.
Gross margin sustainability
Whether NVIDIA can hold or expand non-GAAP gross margins around the 75% level as Blackwell mix increases.
Capital allocation and shareholder returns
With a substantial cash position and strong free cash flow, markets will watch for updates on dividends, share buybacks or increased investment in the software ecosystem – a theme that could support a re-rating of the stock.
Regulatory and China exposure
Any fresh commentary on US export restrictions and the still-limited impact on data centre revenue from China.
Guidance for second-quarter fiscal 2027
This remains the biggest potential catalyst. Consensus currently clusters around $86 – $87 billion. A strong beat-and-raise would reinforce the view that the AI capital expenditure cycle still has significant runway.
Circular deals: growth engine or bubble risk?
Circular AI deals – where hyperscalers, model developers and cloud providers effectively invest in and buy from one another in a self-reinforcing loop – remain one of the most debated features of the current boom.
NVIDIA has participated in dozens of such arrangements, including equity investments in OpenAI, CoreWeave and others. On the surface, this ecosystem can appear self-sustaining, with capital flowing back and forth to support graphics processing unit orders that in turn validate high valuations.
However, over the past quarter the debate has evolved. Stronger enterprise adoption, sovereign AI projects and broader vertical demand across healthcare, automotive and financial services have demonstrated that real end-user usage is picking up. Management has repeatedly emphasised multi-year contracts and rising utilisation rates across deployed clusters.
The key question heading into these results is whether the demand mix is continuing to shift from capital-markets-driven circular flows toward genuine, usage-based infrastructure build-out. Clear evidence of broadening customer cohorts and sustained high utilisation would further ease bubble concerns, while signs of continued concentration among a small group of well-funded players could keep the debate alive.
Is NVIDIA a buy or a sell?
NVIDIA has a TipRanks Smart Score of 10 – Outperform and is rated a Strong Buy, with 40 Buy, one Hold and one Sell recommendation, as of 12 May 2026.