Meta Platforms

Meta runs Facebook, Instagram, WhatsApp, and Messenger. Most of its profit still comes from selling advertising on these apps, though a new subscription bundle called Meta One now sells paid AI features across them too. Meta is also spending heavily to build AI, through its Meta Superintelligence Labs division, and to build the computing infrastructure that AI work needs.

The market discounts Meta because its AI spending is outrunning the cash its advertising business generates. In July 2026, Meta narrowed its full-year 2026 capital spending guidance to $130-145 billion. Free cash flow fell to $784 million in Q2 2026, and Meta bought back no shares in the first half of 2026. Meta also funds new data centers through partner ventures, and the bonds of its El Paso venture priced at a yield near 7.5%.

Investors also worry, industry-wide, that heavy AI spending will not earn back its cost soon. Legal costs add to the doubt. Meta expects about $10 billion of legal expense in Q3 2026 for its settlement with state attorneys general. In a second New Mexico case, the state asks a judge for $35-40 billion in penalties.

For the gap to close, Meta's new AI products must convert into paid, durable revenue. Advertising must also keep growing faster than costs. Early signs are mixed. Meta One, a paid AI subscription across Meta's apps, had 15 million subscriptions and trials two days after its September 15, 2026 launch.

The Muse assistant app reached number one on the U.S. App Store, but a research firm said in October 2026 that its downloads were falling. The New Mexico judge is expected to set the penalty in late October 2026. Meta has not yet confirmed the date of its Q3 2026 report, which is expected near October 28, 2026.

That report should show whether Meta One and Muse are converting into steady revenue and whether free cash flow is recovering. If that evidence holds up over the next two to three quarters, the discount can close. If AI spending keeps outrunning cash flow into 2027, or if the New Mexico penalty is near what the state asks, it may not.

1. Oct 28, 2026 · est.Pending

   Q3 2026 results: free cash flow, Meta One and capexAd revenue growth above cost growth, first Meta One revenue and operating cash flow minus capital spending above the Q2 level pass (the expected legal charge of about $10 billion lowers profit, not this measure); free cash flow near zero again or a higher capex guide fails.
2. Oct 2026 · est.Due this month

   New Mexico penalty ruling in the privacy caseA penalty of a few billion dollars or less passes; a penalty near the $35-40 billion the state asks for fails.
3. Jan 2027 · est.Pending

   Q4 2026 results and 2027 capital spending guidanceA 2027 capex plan that operating cash flow can mostly fund, with buybacks restarted or less new debt, passes; capex that again outruns cash flow fails.
4. Q2 2027 · est.Pending

   Meta One and Muse paid revenue at scaleClear reported subscription revenue that keeps growing after the launch period passes; subscriptions that fall after the free trials end fail.

Every passed and failed checkpoint across all picks

Meta borrows more each year to build data centers, but its reported debt is still small next to its profit. Its larger obligations are off the balance sheet, including $279 billion of signed leases that had not started at June 30, 2026. Read more

• Meta's AI spending is now outrunning the cash the business generates. Free cash flow fell 91% to $784 million in Q2 2026 as capital spending reached $31.1 billion, and Meta bought back no shares in the first half of 2026. Meta also builds data centers through partner ventures that borrow at high cost, such as the El Paso venture, whose bonds priced at a yield near 7.5%. Meta guarantees part of the value of these data centers. If AI products do not generate enough revenue soon, this financing could keep getting more expensive.
• Meta depends on advertising for almost all of its revenue. A slowdown in the ad market would hit Meta harder than a more diversified company. Meta One, its first real subscription revenue stream, is still new and unproven at scale.
• Meta keeps facing costly legal cases. In a New Mexico child-safety case, a jury and a judge ordered Meta to pay about $942 million in 2026. In a second New Mexico case, a jury found more than 43 million violations, and the state asks for $35-40 billion in penalties; the judge is expected to rule in late October 2026. Meta also agreed to pay $12.7-18 billion over 10 years to settle claims from 52 attorneys general. Thousands of individual lawsuits over teen harm are still pending in federal court.
• In September 2026, Goldman Sachs estimated that AI hyperscalers, including Meta, may need roughly $1 trillion a year in AI-driven revenue to earn a strong return on current AI spending, versus about $300 billion a year just to break even. If AI revenue across the industry falls short of that, investor patience with Meta's own spending could run out.
• Meta competes for AI talent and AI infrastructure capacity with well-funded rivals. Its AI products are new, and a research firm said in October 2026 that Muse downloads were falling.

• October 9, 2026Hunterbrook, a research firm that also bets against stocks, said that downloads of the Muse app were falling and that its growth was slowing.
• October 1, 2026In a second New Mexico case, about privacy promises and content moderation, a jury found in late September 2026 that Meta broke the state's Unfair Practices Act more than 43 million times. At a hearing, the state asked the judge for $35-40 billion in penalties, and Meta said a penalty of that size would be unconstitutional. The judge said he would rule within about three weeks.
• September 28, 2026Meta launched Meta Enterprise Platform, which groups Muse, Meta Business Agent, Muse API and Muse Code for business customers. Meta hired MongoDB CEO CJ Desai to lead it. Meta shares fell 4.8% that day. News reports linked the fall mostly to doubts about AI spending across the industry.