Roger
Business Owner, Former Assistant Research Professor
Amazon's hundreds of billions in AWS GPU spending are generating billions in additional sales without the operating-margin payoff expected from that investment, worsening its credit risk. The attached AWS chart shows quarterly revenue rising from $23.1 billion in Q3 2023 to $42.2 billion in Q2 2026, alongside operating income rising from $7 billion to $16.6 billion; the concern is the return on the GPU spending. x.comÂ
Amazon's data center buildout faces the same permitting trouble as Oracle's after North Carolina blocked a Duke Energy turbine install, shutting down plans for an Amazon data center. Data centers cited Bloom Energy fuel cells and nuclear in zoning and permits while actually planning natural gas turbines, and now face cancellations followed by a 5-7 year queue for Bloom or 2-3 years for new zoning and permits. x.com x.com x.comÂ
Amazon's negative free cash flow and far-off AWS guidance add to its investment risk. Free cash flow is -$42 billion. True_yes_man describes Jassy extrapolating fourth-quarter AWS revenue at 40% growth for five years. That guide cannot be taken seriously; it resembles the Tesla and Nvidia playbook of projecting years ahead to support the market into the midterms, then recalibrating later. x.com x.comÂ
Amazon's unusual long-term AWS guidance looks desperate and leaves its stock looking dead. @P_Remarks says Amazon normally avoids long-term guidance and speculates that its projection of over 40% AWS revenue growth in both 2027 and 2028 was a Hail Mary to offset a quarter weak relative to expectations. x.comÂ
Amazon's faster AWS growth and broader profit support its investment case, but returns on infrastructure spending remain uncertain. AWS supplied about 60% of the $10.7B rise in operating income and North American retail about 37%. Trailing net capex of $210.7B exceeded $168.3B of operating cash flow. Much of the spend is on chips and servers with lives well under a decade; the test is how quickly capacity becomes AWS revenue. x.com x.com x.comÂ
Nebius' software efficiency and a possible end to heavy AI financing support a re-rating. Per @DrTomsLens, its engineers got about 43% more video output from the same GPUs, cutting compute cost per second by 30%; newer hardware alone is not enough without capable software teams. Oracle expects to fund growth from free cash flow in FY2029, suggesting capital-heavy AI providers may eventually outgrow debt and dilution. Google Cloud reported 103% revenue growth amid strong AI infrastructure demand. … Show more
Sea looks inexpensive at 7.7x EBITDA with 48% revenue growth, against eBay at 15x and 14%. Sea Cloud may resemble early self-funded AWS rather than a debt-heavy neocloud: Sea has $7B net cash, a 10% free-cash-flow yield, 25,000 GPUs for its core business and, it says, 500 staff already on the project. DBS models startup losses, but those are its assumptions. The upside depends on cloud spending not becoming a massive undertaking; earnings clarity on that spending matters. x.com x.com x.com x.com … Show more
Amazon's AWS acceleration is beginning to support the case for its heavy AI investment cycle. Q3 AWS revenue grew 39.3% to $46B and operating income rose 55% to $17.8B; company operating margin hit a record 13.9%. Andy Jassy says Prime Video generates tens of billions in annualized revenue and is independently profitable. The EPS miss, slower 11% ad growth and roughly $220B of 2026 capex remain worth watching, but the long-term view stays extremely bullish. x.comÂ
AI builders needing outside capital face funding risk before suppliers holding customer cash. CoreWeave spent $6.4bn against $0.7bn in operating cash flow; Oracle, Amazon and Alphabet spent more than their operating cash flow on capex. Micron, SanDisk and AXT hold customer money; TSMC has net cash. Nvidia is paid for GPUs but holds about $99bn in equity stakes, including GPU buyers. If borrowing costs rise, buyers feel it first and suppliers may later see contracted-volume cuts. x.com x.comÂ
Alphabet's AI growth is harder to turn into cash because capacity shortages require rented compute while TPU system sales tie up inventory before delivery. Cloud grew 103%, with system sales contributing meaningfully; management expects rented compute to pressure Q4 Cloud margins. Q3 free cash flow was -$9.1B, partly reflecting inventory build and a one-off EU fine, while AI Mode monetizes less effectively than traditional Search. The dip is probably a buy with a reasonable timeframe. x.com … Show more
Amazon's AWS acceleration keeps the AI investment bet compelling, but its financing burden is growing. AWS grew 39%, its fastest in five years, and operating margin reached a record 13.9%. Yet trailing free cash flow is negative $42.4B as capex exceeds cash generation, and long-term debt rose from $65.5B to $173.1B. The long-term bet is that AI changes everyday life enough to justify that spend. x.comÂ
Amazon's AWS AI rents look limited because NVIDIA backs neoclouds and Anthropic can set AWS's cut of Bedrock Claude tokens. Those tokens run on AWS-funded Trainium. Enterprise AI earns ~2 points above capital cost in the 2035 base case; shared hyperscaler advantages and new rivals limit upside, though 1-5 points is plausible. Retail ads pose a fat-tail risk despite a base case that Amazon figures them out. Market skepticism about AWS capex has toned down the bearish view. x.comÂ
