Meta's New AI Model Sparks a Rally, but Can a $130 Billion Spending Spree Deliver Real Revenue

Shares jumped 3.6% to $769.49 in Monday morning trading after Meta unveiled its first frontier-class AI models over the weekend — a move that landed the company squarely in the ring with OpenAI and Anthropic. The stock led the market while chip shares slipped and broad indices finished mixed. The question now: whether Wall Street's excitement matches economic reality.

• Meta Finally Has a Product That Rivals the Best — and It's Charging for It. The new models scored 52 and 56 on the Artificial Analysis Intelligence Index, roughly matching Anthropic's Claude Sonnet 5.5 and OpenAI's GPT-6 Astra. Crucially, this marks a strategic shift: Meta's earlier AI models were given away free. Neither of these new models is available for free download.

Developer API access is priced at $4 per million input tokens and $20 per million output tokens , while the top-tier model is locked behind a subscription starting at $50 per month. That's a real revenue lever — but Meta disclosed no customer count, usage volume, or actual revenue from the launch.

• A Big Analyst Upgrade Is Fueling the Optimism — With a Specific Reason. Pivotal Research raised its price target to $930 from $790, maintaining a Buy rating, arguing that returns on Meta's AI spending are "coming into focus."

The firm cited Muse's 2.8 million installs in its first 12 days, outpacing ChatGPT's early mobile traction on North American Apple devices.

The consensus target among 63 analysts sits at roughly $799, making Pivotal's call about 16% above the Street average — bullish, but lonely.

• The Bill for This AI Push Is Enormous and Still Growing. Meta raised the lower bound of its 2026 capital spending to $130 billion, with the ceiling still at $145 billion — nearly double the $72 billion it spent in 2025.

Second-quarter infrastructure outlays alone hit $31 billion, absorbing almost all operating cash flow. The new models were trained at Meta's massive Ohio data center, but every dollar of compute spent on frontier AI is a dollar that must eventually be recovered through subscriptions or developer fees.

• Early Hype Is Not Early Revenue. Evercore's Mark Mahaney set an $860 target citing the new model, and the stock carries a "Strong Buy" consensus with 39 positive ratings and zero Sells. Yet as one analysis noted, the launch "strengthens the AI optionality case without changing base-case earnings evidence." Meta has shown it can charge for AI. It has not yet shown anyone will pay at scale.