Amazon (AMZN): Who Captures the Savings From its Custom AI Chips?

Amazon.com trades at 25x forward earnings. Trainium strengthens AWS’s competitive position, but the premium requires customer savings to coexist with better cash returns.

Amazon.com, Inc. (NASDAQ:AMZN) earns money from retail sales, marketplace fees, advertising, subscriptions, and cloud computing. Amazon Web Services, or AWS, rents computing capacity to businesses and developers and generated about 60% of second-quarter 2026 operating profit. Its AI expansion makes it a company to examine in 10 Most Active Blue Chip Stocks to Buy Right Now.

Trainium, the custom processor developed by Amazon.com, Inc., trains and runs AI models. Expanding customer commitments raise a valuation question: how much of its potential cost advantage survives customer discounts, chip development, and infrastructure spending?

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Customer Savings Must Leave Something for AWS

Amazon.com, Inc. benefits from established enterprise cloud relationships. Customers’ existing data and applications make AWS a convenient home for AI workloads, encouraging additional purchases. Neuron software supports familiar development tools, reducing the work needed to adopt Trainium.

Management says Trainium3 offers 30%–40% better price-performance than Trainium2. Multi-year commitments from major AI laboratories support demand visibility for Amazon.com, Inc.. Cost reductions must exceed the discounts needed to win workloads, while higher usage spreads development spending across more revenue. Rival processors can force further price cuts, while chip design and software support require continuing spending.

Investment Gains Flatter Historical Earnings

Amazon.com, Inc. carries approximately 25x forward P/E and 21x trailing P/E. Trailing P/E uses historical earnings; forward P/E uses forecasts. The valuation is demanding while infrastructure spending consumes more cash than operations generate.

Historical earnings benefited from $53.4 billion of second-quarter pretax non-operating income, primarily investment gains. Those gains inflated GAAP profit without equivalent operating cash, making the trailing multiple look cheaper. Separately, analysts expect adjusted EPS to grow approximately 26% in 2027 versus 2026. That forecast measures a different earnings basis from reported historical profit.

At Amazon.com, Inc., AWS second-quarter sales grew 37%, while operating margin expanded to 39.4% from 32.9%. Revenue outpaced operating expenses. Trainium’s contribution remains embedded in these segment results; sustaining profitability requires new capacity to earn revenue faster than depreciation, electricity and staffing costs accumulate.

A Historical Discount Comes With a Bigger Investment Bill

The forward P/E of Amazon.com, Inc. compares with 35x at year-end 2024 and 28x at year-end 2025. AWS growth has accelerated from 19% in 2024 and 20% in 2025, but financing that expansion now absorbs considerably more cash.

Company-defined free cash flow fell from $38.2 billion in 2024 to $11.2 billion in 2025. Over the twelve months through June 2026, $161.4 billion of operating cash faced approximately $169.0 billion of capital spending after asset-sale proceeds and incentives, leaving a $7.6 billion deficit. Equipment purchases consume cash immediately but reduce earnings gradually through depreciation, allowing profit to rise while funding needs grow.

The lower multiple therefore accompanies weaker cash returns despite faster cloud growth. Turning contracted demand into profitable capacity requires high utilization: idle processors still depreciate, while development and infrastructure costs continue. Long-term debt nearly doubled to $128.9 billion from December, alongside $123.0 billion of cash and marketable securities.

The Peer Premium Needs Stronger Cash Returns

Alphabet Inc. (NASDAQ:GOOGL) is the closest custom-chip cloud comparator because Google Cloud also sells computing powered by proprietary AI processors. Its forward P/E is approximately 23x, versus 25x for Amazon.com, Inc.. Analysts expect 2027 adjusted EPS growth of approximately 29% for the peer, versus 26%, both measured against 2026.

AWS’s 39.4% operating margin exceeds Google Cloud’s approximately 35.6%. The peer’s advertising business supports higher group operating margins, while retail lowers the company’s consolidated margin. Although its latest quarter also burned cash, the peer generated $53.3 billion of trailing free cash flow, providing more internally generated funding. The premium consequently needs stronger investment returns.

Conclusion

Amazon.com, Inc. has a credible custom-chip advantage, but 25x forward earnings leaves limited room for disappointing cash returns. AWS must retain savings after discounts, fill new capacity, and grow operating cash faster than capital spending.

For 10 Most Active Blue Chip Stocks to Buy Right Now, the distinction is profitable adoption. Persistent cash deficits or weakening cloud margins would undermine the premium.

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This article is originally published at Insider Monkey.