Amazon Web Services revenue rose 36.7 percent to $42.2 billion in the second quarter of 2026, marking the cloud segment's fastest expansion in 18 quarters. AI demand drove the acceleration, but the real question for investors is whether Amazon can convert its $496 billion backlog into the margin expansion the stock price assumes.

AWS is no longer a secondary business. The advertising segment brought in $19.8 billion in Q2, up 26 percent, while AI and custom chips each crossed run rates exceeding $25 billion. These three units now represent the profit engine of the company.

The numbers look strong until you see the cash burn. Amazon posted negative trailing free cash flow of -$7.6 billion and plans $220 billion in capital expenditures for 2026. That is the constraint. The backlog only matters if capex spending turns into revenue faster than AWS's current conversion rate.

Context matters here. Amazon posted its first unprofitable year since 2014 in 2022 after overbuilding its fulfillment network during the pandemic. The stock fell roughly 50 percent from its highs. CEO Andy Jassy, who took over in July 2021, restored margins through cost discipline. But the company is now re-leveraging capex again—this time betting the infrastructure will pay for itself through AI and cloud adoption.

Q2 earnings included a $53.4 billion pre-tax gain from Amazon's Anthropic investment, which masks the underlying cash position. Strip that out and the picture is tighter.

Jassy said AWS could "very possibly be a trillion-dollar annual revenue business for us in time." That is a long-term aspiration, not a near-term guide. Investors should focus on whether the backlog converts faster than capex consumes cash over the next four quarters.