Senior Analyst: Meta Is Chasing A $2 Trillion AI Compute Opportunity, But It’s Years Behind

Photo of Thomas Richmond
By Thomas Richmond Published

Quick Read

  • Thill sees META capturing share of a $2 trillion AI compute backlog where capacity is sold out and prices are rising across all three incumbents.

  • Amazon controls nearly 50% of cloud after decades of investment, and Meta must first win SMB customers before competing at scale.

  • Thill calls META cheap at a forward P/E of 18 with a consensus price target of $827 and 57 Buy or Strong Buy ratings.

  • Act now: the analyst who called NVIDIA in 2010 just named his top 10 AI stocks — and Meta didn't make the cut. Grab the names FREE today.

Senior Analyst: Meta Is Chasing A $2 Trillion AI Compute Opportunity, But It’s Years Behind

© David Ramos / Getty Images

Jefferies Senior Internet Analyst Brent Thill recently appeared on a CNBC Squawk Box segment to argue that Meta Platforms (NASDAQ:META | META Price Prediction) is making the right strategic move by entering the enterprise AI infrastructure market, even if it’s arriving years after established competitors. Meta’s planning to launch a cloud infrastructure business selling excess AI computing capacity, sending the stock up 7.56% on July 1, before falling 4.60% on July 2.

Jefferies Sees A $2 Trillion AI Compute Opportunity

Thill’s bull case rests on backlog. He says Google, Amazon, and Microsoft collectively carry a $2 trillion backlog of compute demand, which he reads as a signal that any credible fourth entrant with capital can capture a profitable slice. Thill argues that everyone is “sold out for six months,” that you cannot get enough compute, and that prices have actually risen across the three incumbents. Even with Meta entering the market “late,” he doesn’t expect Meta will have to compete on price in the near term.

Meta has the balance sheet to fund the build. Q1 FY2026 revenue came in at $56.31 billion, beating the $55.56 billion consensus, with operating cash flow of $32.23 billion. Management raised full-year 2026 capital expenditure guidance to $125-$145 billion, citing “higher component pricing and additional data center costs.”

Thill argues that Meta is cheap and “the most hated large-cap internet name,” carrying “$35 of earnings power” that, in his view, does not require a rich multiple to justify. Meta currently trades at a forward P/E of 18, with a current share price of $585 vs analysts’ average price target of roughly $828.

META analyst ratings

Meta Is “Really Late” To AI Compute

Thill says Meta is “really late,” that it will take a lot of money to keep up, and that Amazon controls close to 50% of the cloud market after decades of building. On execution, he expects Meta will need to win small and midsize enterprises first, then rebuild customer service and go-to-market motions. He draws a parallel to Google’s multi-year cloud ramp after hiring Thomas Kurian.

There is already competitive friction. According to a recent report, “Google also limited Meta’s access to its Gemini AI models due to computing constraints,” underscoring how tight capacity is even for hyperscalers themselves.

Execution Will Determine Whether Meta Wins

Meta’s move into enterprise compute gives the company access to one of the fastest-growing markets in technology, but success is far from guaranteed. Thill believes supply constraints and strong demand create an attractive opportunity, even for a late entrant. The bigger question is whether Meta can build the enterprise relationships, sales organization, and cloud infrastructure needed to compete with Amazon, Microsoft, and Google over the long term.

Contact [email protected] for any questions or corrections.

Photo of Thomas Richmond
About the Author Thomas Richmond →

Thomas Richmond is a financial writer and content strategist with 5+ years of experience covering stocks and financial markets. He has published over 250 articles focused on individual stock analysis, helping investors better understand business fundamentals, stock valuations, and long-term opportunities.

Thomas previously served as a Content Lead at TIKR, a stock research platform, where he helped scale the company’s blog to hundreds of articles per month and contributed to a weekly newsletter reaching more than 100,000 investors.

He specializes in breaking down complex companies into clear, actionable insights for everyday investors, with a focus on fundamentals-driven research.

His work has also been featured on platforms including Seeking Alpha and Sure Dividend.

Outside of work, Thomas enjoys weight lifting and soccer.

Continue Reading

Top Gaining Stocks

GPC Vol: 5,076,096
MRNA Vol: 13,516,061
EFX Vol: 2,187,813
VRTX Vol: 1,866,930
SPGI Vol: 3,416,686

Top Losing Stocks

TER Vol: 5,916,460
KLA
KLAC Vol: 23,607,097
GLW Vol: 21,130,101
STX Vol: 6,290,792
LRCX Vol: 18,940,529