2 Big AI Spenders Poised to Actually Get the Payoff — Perhaps Sooner Rather Than Later

With big tech’s CapEx in the hundreds of billions and the potential for them to test the $1 trillion in the next year, investors, many of whom are starting to get just a little bit worried about a potential bubble forming in AI or AI chips, are going to want to see more in the way of returns to justify all the spending.

Undoubtedly, there’s a lot of risk when it comes to spending the kind of money that some of the Mag Seven are putting up. But with a healthy dose of skepticism out there (at least outside of the red-hot semi names), there’s certainly potential for the bull case to play out that might just catch some investors a bit off-guard.

For now, the Magnificent Seven valuations seem to be in a rather muted spot, especially when it comes to Microsoft (NASDAQ:MSFT | MSFT Price Prediction) or Meta Platforms (NASDAQ:META), which might even be at risk of trading a bit lower than where they were before the AI boom started. Is that a deep discount that investors should be taking advantage of? Or is it more prudent to head into wait-and-see mode and slap a discount on the shares of some of the heavier spenders in AI?

CapEx is heightened. That comes with risks, but don’t be so quick to call out a bubble

At this juncture, it seems like the mega-cap tech titans spending all of this cash aren’t about to pull the brakes just because their share prices are responding negatively to the CapEx. Many have been more than willing to cut elsewhere. Of course, if we’re in for three or more years of mounting CapEx without that much in the way of a return that soothes investors’ spending concerns, perhaps the discount on some of the big spenders could be more than warranted.

In any case, though, some of the brightest minds in tech are more than willing to spend despite the bills to build all the data centers, as well as the rest of the infrastructure and applications across the AI stack. For multiples to be on the lower end of the range, I think, is to doubt the leaders at the helm of some of the boldest tech firms out there.

In any case, I think that as the payoff finally becomes more apparent, investors might be more willing to buy in spite of rising CapEx. And, who knows?

Perhaps it won’t be all too uncommon to witness buying because of CapEx if the returns on investment that come in prove far better than realized. Any way you look at it, Anthropic Claude Mythos may have been the biggest thing to happen to AI since ChatGPT. What’s more, though, is the fear and panic-selling induced across much of the software scene.

Meta and Microsoft are spending big money. The payoff might not be too distant

In any case, Microsoft and Meta Platforms, which coincidentally were recent buys of Bill Ackman’s Pershing Square Holdings, stand out as big AI spenders that are poised to get a real payout. And unlike some of the smaller AI spenders out there that are leveraging debt to feed their AI ambitions, Meta and Microsoft have incredible growth businesses that are generating considerable earnings.

Of course, Meta and Microsoft have a lot to prove to investors in the coming year, as CapEx looks to potentially march higher. Investors are fully aware of the dot-com bust and the implications of a potential AI bubble if things go unchecked.

Fortunately, Meta and Microsoft are not only priced at a reasonable multiple, but the names are already starting to rev their AI-driven monetization engines.

Whether we’re talking about Meta’s impressive ad or engagement metrics, as well as the disruptive longer-term potential behind Muse Spark as it finds a home in WhatsApp, or Microsoft Azure’s ridiculous growth (40%) and Copilot monetization, I think to dismiss early AI monetization progress as it stands today because of the 2026 CapEx bill is to miss the big picture. I think both out-of-favor Mag Seven darlings will get to that AI payoff.