Bank of America’s Vivek Arya walked onto CNBC with a number that sits well above consensus. His price target on NVIDIA (NASDAQ:NVDA | NVDA Price Prediction) is $350, against a stock trading around $215.
Arya is making a longer call, and this might lead to other analysts also revising their estimates upwards in the coming days and weeks.
From chatbots to agents, and why the compute curve bends
Arya’s setup: “What we are seeing is kind of this unprecedented wave of demand for semiconductors because of generative AI. What was simply chat bots have now moved to the next stage, which is agentic applications. These are multi-step autonomous applications.”
A chatbot answers a question once. An agent decomposes a task, calls tools, retries, reasons across steps, and runs in the background. Each step consumes tokens, and tokens consume GPUs.
Jensen Huang made the same case on the most recent earnings call, telling investors “Agentic AI has arrived, doing productive work, generating real value and scaling rapidly across companies and industries” and describing the data center buildout as “the largest infrastructure expansion in human history.”
The capex-to-growth correlation
Arya’s second observation should make CFOs uncomfortable about underspending. “The more you have invested in your computing infrastructure, the faster you’re growing. You see that kind of straight line correlation.” If true, capex restraint becomes a competitive liability, which is why hyperscaler orders keep stepping up rather than rationalizing.
NVIDIA’s balance sheet reflects that confidence on the supply side. The company is sitting on $119.0 billion in supply-related commitments, which only makes sense if demand keeps compounding.
Arya also says the exceptional spending has led to a “real generational squeeze on the supply side.”
Unpacking the $350 target
Arya’s math is straightforward. “Our price target is $350. How many other multi-trillion dollar market cap companies are showing 85% sales growth? We saw very strong margins. We saw them raise their dividend by a factor of almost 25 from before.”
Q1 FY27 revenue came in at $81.61 billion, up 85.23% year over year, beating consensus by 3.16%. Non-GAAP gross margin held at 75.0%. The quarterly dividend went from $0.01 to $0.25 per share, alongside an $80 billion additional buyback authorization. The full Q1 FY27 8-K lays out the details.
Arya’s punchline: “Even if there is no multiple expansion, I think what we will see is just earnings growth, which could be 50 to 60%, that is capable of driving very strong returns for this company.” At a forward PE of 24x, the bull case hinges on earnings continuing as they are, not on a re-rating.
The supply squeeze spreads
Unprecedented demand creates unprecedented scarcity, which is where the rest of the complex earns its multiples. AMD (NASDAQ:AMD) is up 109% year to date, with CEO Lisa Su citing “strong momentum as inferencing and agentic AI drive increasing demand for high-performance CPUs and accelerators.”
Broadcom (NASDAQ:AVGO) reported AI semiconductor revenue of $8.40 billion, up 106% year over year, with Hock Tan guiding to $10.7 billion in Q2 AI semis. Lam Research (NASDAQ:LRCX) posted record revenue of $5.84 billion, and Marvell is now 73% data center, with custom AI design activity CEO Matt Murphy described as at an “all-time high.”
Arya stretches the point to the whole bill of materials. “If you could make anything in semiconductors, whether it was wafers or substrates or memory or lasers or anything, you did extremely well because of the supply constraint.”
Where Intel fits, and where it does not yet
Intel is up 204% year to date on the foundry turnaround narrative. Arya thinks Intel “can become part of that solution”, but the company needs 2 to 4 years to catch up to Taiwan Semiconductor on manufacturing. Intel’s Xeon 6 was selected as the host CPU for NVIDIA’s DGX Rubin NVL8 systems, a design win that monetizes only if the foundry roadmap holds.
Watch into August earnings: whether the $91.0 billion Q2 revenue guide holds, what happens to gross margin as Blackwell 300 ramps, and whether China data center contribution returns. If Arya is right, all three move the same direction.
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