Nvidia has been the star of the market over the past few years — a powerhouse that has reshaped artificial intelligence, gaming, and high-performance computing. Is Nvidia still a buy? With its stock price reaching seemingly gravity-defying heights, many investors are asking: is there still room to run, or is this as good as it gets?

Using FAST Graphs, we’re going to take a fundamentals-first approach to Nvidia’s business, valuation, risk profile, and future expectations. This isn’t hype — it’s a data-driven look at one of the most valuable companies in the world.
Nvidia ($NVDA) has grown from a graphics card company into the backbone of the modern AI infrastructure. From powering ChatGPT to training machine learning models for Fortune 500 firms, its GPUs are now considered mission-critical.
But with Nvidia now sitting above a $4 trillion market cap, investors have a right to be cautious. Can a stock still deliver long-term returns at that size? Or are investors chasing yesterday’s growth?
Key Takeaway: Nvidia is currently trading well above its long-term average valuation, but this is not entirely out of line with how the market has historically priced periods of hypergrowth. What looks “expensive” through one lens can be justified when growth is truly exceptional — which, in Nvidia’s case, it is.
Nvidia has produced a compound annual earnings growth rate of 50% since 2018 — and that includes a mix of actuals and forward estimates.
Specific annual highlights:
On the revenue side, the company has maintained a 41% CAGR, demonstrating that this isn’t just margin manipulation — it’s top-line expansion backed by global demand.
If there’s one metric that separates Nvidia from other high-growth tech names, it’s cash flow.
For investors who care about shareholder yield, this is gold. Nvidia has the flexibility to:
As of the most recent period, Nvidia has an increasingly cash-rich balance sheet, with cash and short-term investments rising sharply.
Margins tell the story of operational dominance — and Nvidia’s margins are nothing short of elite.
That means over half of every dollar in revenue is flowing through to the bottom line. For a company of this size, that level of profitability is almost unheard of. Even with a brief earnings miss in 2023, Nvidia’s margin structure recovered quickly and now reflects extreme efficiency.
Using FAST Graphs, we reviewed analyst forecasts through 2028. The expectation is that operating cash flow will grow at a 28% CAGR through that time.
We also looked at the FAST Graphs Analyst Scorecard, which evaluates how accurate analyst projections have been over time. Nvidia scores strongly — meaning we can place a higher degree of confidence in these forward-looking numbers.
While 28% may sound like a drop compared to the 50% we’ve seen recently, it’s still extremely strong for a company of Nvidia’s scale.
Let’s talk risk.
At a 47x PE, Nvidia is expensive on an absolute basis. But for a company growing earnings at 40-50% per year and generating massive free cash flow, a premium is warranted.
Still, here are the key risks to monitor:
The bottom line is that while the risk is real, the rewards could still justify it — especially for long-term investors who can weather volatility.
Nvidia is not a meme stock. It’s not speculative. It’s a data-backed juggernaut producing:
Is it expensive? Yes.
Is it overhyped? Not necessarily.
Is it still investable? For the right investor — absolutely.
If you’re looking for a high-conviction, long-term holding and are willing to pay up for quality, Nvidia deserves your attention.
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Disclosure: Long NVDA.
Disclaimer: The opinions in this document are for informational and educational purposes only and should not be construed as a recommendation to buy or sell the stocks mentioned or to solicit transactions or clients. Past performance of the companies discussed may not continue and the companies may not achieve the earnings growth as predicted. The information in this document is believed to be accurate, but under no circumstances should a person act upon the information contained within. We do not recommend that anyone act upon any investment information without first consulting an investment advisor as to the suitability of such investments for his specific situation.

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