Intel just told investors it's spending $20 billion on 2026 capex, up from $18 billion, and it's not shy about why: AI demand is driving the raise, per Reuters. Big number, bigger question: is the semiconductor industry's balance sheet actually strong enough to back up spending like that, or is Wall Street just along for the AI-hype ride?
Same question applies one layer up the stack, to the software companies running on all that hardware, and it's the kind of question a scorecard settles faster than a hot take does. Both industries get pitched as the safe way to play the AI trade, one supplying the chips, the other the platforms running on them, so it's worth checking whether the money backing that pitch is actually there.
Four names carry the answer through every round below: Taiwan Semiconductor and Nvidia for Semiconductors, Microsoft and Qualys for Software Infrastructure. Same four stocks, three rounds, one scorecard at the end:
Round 1: Who's got the bigger cash cushion?
This one barely needs explaining before the numbers make the case themselves. TSM and Nvidia post current ratios of 2.62 and 3.91, both crushing Microsoft's 1.35 and Qualys' 1.41. In dollar terms, that means over $2 in cash and easy-to-sell assets sitting around for every $1 owed within a year, Nvidia pushing toward $4.
Microsoft and Qualys aren't in trouble at 1.35 and 1.41, plenty of companies run leaner than that, but if the AI spending cycle hits a pothole, or a big customer pays late, the chip pair has room to shrug it off while the software pair would feel it faster. That cushion matters more than usual right now, given how much of the industry's own capex commitments, Intel's $20 billion included, assume the good times keep rolling without a hiccup.
Round 2: Who's squeezing more out of what they own?
Here's the one that shouldn't go this way. Chip fabs cost billions to build, packed with equipment that sits on the balance sheet as an asset whether it's running at full tilt or not. Software companies barely own anything beyond laptops and server leases.
On paper, that means software should win the efficiency game easily, squeezing more profit out of a leaner balance sheet with far less capital tied up. Nvidia flips that logic upside down anyway: a 61.51% return on assets, more than triple Microsoft's 18.04% and Qualys' 18.40%.
TSM's 22.27% still beats both software names too, despite running actual fabrication plants instead of renting server racks. The capital-heavy side turned out to be the efficient side, which is the kind of result that should make anyone rethink the "software margins are just better" assumption.
Round 3: Who keeps more of what they sell?
Margin is the blunt instrument, and it lands the same way the other two did. Nvidia's net profit margin sits at 62.97%, TSM's at 47.00%. Microsoft's net profit margin is 39.34%, Qualys' is 29.37%.
In plain terms, Nvidia pockets 63 cents of pure profit on every sales dollar, TSM keeps 47 cents, Microsoft 39, Qualys 29, the rest eaten up by costs before it ever reaches the bottom line. A wider margin means more of each sale can go straight into next quarter's fab buildout or R&D instead of covering expenses, which matters directly for the same AI spending race Intel just raised its budget for.
Qualys' 29.37% isn't a bad number on its own, most industries would be happy with it, it's just the weakest of the four names lined up here. Want the stock-by-stock version of this instead of industry-wide? NVDA vs. AMD vs. AMAT runs that comparison.
Final score: Semiconductors 3, Software Infrastructure 0
Back to that $20 billion Intel number that started this. Judging by three completely unrelated metrics, cash cushion, asset efficiency, margin, the industry's actual books can back the spending up. Stoxcraft's own Health Score, built from exactly this kind of balance-sheet evidence, lands the same way: TSM at 9.5, Nvidia at 9.1, Microsoft at 8.4, Qualys at 8.1.
And this isn't four cherry-picked names carrying the whole story. Stoxcraft tracks 84 Semiconductor stocks against 91 Software Infrastructure stocks, and the average Health Score gap, 4.87 versus 3.99, runs through the entire tracked universe on both sides, not just the four names that happened to headline this one. Whatever the next AI headline turns out to be, semiconductors are walking into it with the deeper bench.
One more number worth a look before closing the tab: none of this comes at a stretched price either. TSM trades at a P/E of 23.40, cheaper than Microsoft's 36.31 and roughly in line with Qualys' 24.21, and even Nvidia's 37.82 isn't wildly out of step with either software name despite the stronger fundamentals sitting underneath it. Paying about the same, or less, for a company that wins on cash cushion, asset efficiency, and margin isn't a valuation call on its own, but it's the kind of setup that tends to catch a value-minded investor's eye.
Here's the full scorecard, all four names side by side:
None of that is a buy signal. Strong fundamentals today don't guarantee strong fundamentals next quarter, and a great balance sheet has never stopped a stock from having a bad week. It's a scorecard, not a crystal ball. Curious how other names inside either industry stack up. Stoxcraft's screener lets you filter both by Health Score yourself.
For a closer look at how a single chip name stacks up against a direct peer, TSM vs. ASML breaks that down stock by stock.
