Just realized something about Nvidia that most people might be sleeping on right now. The company crushed expectations back in February with those Q4 earnings, and honestly, the real story wasn't just the numbers—it was what Jensen Huang said about what's coming next.

Let me break this down. Nvidia's been dominating the AI hardware space with Blackwell, but they already have this new architecture called Rubin that's supposed to completely reset the game. We're talking about GPUs that let developers train models with 75% fewer chips. That's insane efficiency. The inference cost cuts alone—up to 90%—are game-changing for anyone running AI at scale.

What's wild is that Rubin went into full production and started shipping in the second half of last year. Amazon, Microsoft, Google, Oracle—all the cloud giants are already getting their hands on these. When you think about the demand cycle ahead, it's pretty clear why the stock could continue to soar from here.

Now here's the valuation angle that caught my attention. Before those earnings came out, Nvidia was trading at a P/E of 47.3 based on trailing 12-month numbers. That's actually a 23% discount to its 10-year average of 61.5. Sounds cheap for a company literally powering the AI revolution, right?

But it gets more interesting when you look forward. Wall Street was expecting $4.69 in earnings for fiscal 2026, which puts the stock at a forward P/E of around 40.7. Then for fiscal 2027, analysts are calling for $7.66 per share. Do the math on that—if Nvidia hits those numbers, the stock would need to soar about 90% just to stay at today's valuation. And if it ever trades back to its historical P/E average? We're talking about the stock more than doubling.

The thing that really matters though is whether the company keeps executing. The earnings beat the expectations, the guidance was solid, and the product roadmap is genuinely impressive. Every quarter seems to bring new evidence that AI infrastructure demand is nowhere near saturation.

I'm not saying it's a guaranteed play, but the fundamentals look strong enough that you could see this thing soar if the momentum continues. The next few quarters will be crucial for watching data center segment growth and how quickly these new architectures get deployed at scale.