Amazon Stock Jumps 4% as AWS’s 2 Million-GPU Expansion Adds $110 Billion

Amazon Stock Jumps 4% as AWS’s 2 Million-GPU Expansion Adds $110 Billion

SEATTLE, August 28, 2026, 17:20 (EDT).

  • Amazon shares climbed 3.97% to $266.43, adding about $109.8 billion in market value.
  • AWS plans two million additional Nvidia GPUs across its global infrastructure in 2027–2028.
  • AWS second-quarter sales rose 37% to $42.2 billion; segment operating income reached $16.6 billion.
  • Amazon’s trailing-12-month free cash flow turned to a $7.6 billion outflow as AI investment accelerated.

Amazon.com Inc. (NASDAQ: AMZN) gained 3.97% on Friday. The move added roughly $109.8 billion to its equity value.

Stock chart for NASDAQ:AMZN

The gain followed a large expansion of Amazon Web Services’ Nvidia infrastructure. The market-value increase equaled about 2.6 times AWS’s latest quarterly revenue.

AWS and Nvidia Corp. (NASDAQ: NVDA) plan to deploy two million additional GPUs during 2027 and 2028. That comes on top of more than one million GPUs AWS planned to add starting this year.

The fleet will include Blackwell Ultra, Rubin and Rubin Ultra processors. Nvidia Chief Executive Jensen Huang said “demand is running ahead of every forecast.”

The partnership extends beyond raw accelerator capacity. AWS plans secure infrastructure containing 100,000 GPUs for U.S. federal and national-security workloads.

AWS also disclosed efficiency gains for new services. EC2 G7 instances deliver 4.6 times the AI inference performance of G6. GPU vector indexing can run nine times faster at one-quarter of the cost.

Demand is already visible in Amazon’s accounts. AWS second-quarter sales rose 37% to $42.2 billion, the fastest growth in 18 quarters. Segment operating income increased 63% to $16.6 billion.

The expansion also raises Amazon’s investment hurdle. Companywide property and equipment purchases increased by $66.1 billion over the latest 12 months. Free cash flow swung from an $18.2 billion inflow to a $7.6 billion outflow.

Investor measureLatest figureWhy it matters
Additional Nvidia GPUs2 million in 2027–2028Expands sellable AI-compute capacity
Earlier GPU planMore than 1 million from 2026Shows the scale-up is incremental
AWS Q2 sales$42.2 billion, +37%Revenue base absorbing new capacity
AWS Q2 operating income$16.6 billion, +63%Funds infrastructure expansion
Friday market-value gainAbout $109.8 billionPrices in substantial future returns

Amazon closed at $266.43 after trading between $257.78 and $267.56. Volume was 49.3 million shares, almost equal to its recent daily average. The stock eased 0.04% to $266.31 after hours at 17:11 EDT.

Analyst targets frame the valuation test. The displayed average target was $327, implying about 22.7% upside. The range stretched from $230 to $405, while the latest listed UBS rating remained Buy with a $318 target.

The central question is utilization. Two million GPUs create revenue capacity only when customers rent them at attractive rates. Amazon did not disclose purchase costs, power needs or expected returns.

Risks: GPU supply, data-center power and construction delays could raise costs. Heavy dependence on Nvidia may also pressure economics, while Microsoft and Google continue expanding competing cloud capacity.

Friday’s rally therefore carried a demanding message. Investors rewarded AWS’s scale, but the next proof point is cash generation from that capacity.

Amazon · NASDAQ: AMZN

AWS GPU expansion: the $110B market test

Market: Aug. 28, 2026, 17:11 EDT
Financials: Q2 ended June 30, 2026
Close
$266.43
▲ 3.97% regular session
Equity value added
≈$109.8B
Derived from $2.874T closing cap
Volume
49.32M
1.00× recent average
After hours
$266.31
▼ 0.04% at 17:11 EDT

AI capacity commitments

New Nvidia GPU deployment2.0M · 2027–2028
Earlier AWS deployment plan>1.0M · from 2026
Secure federal AI infrastructure100K GPUs
The new two-million-unit plan is incremental. Amazon disclosed no purchase cost, utilization target or return threshold.

What gets deployed

GPU familiesBlackwell Ultra
Rubin · Rubin Ultra
EC2 G7 inference4.6× vs G6
Vector indexingUp to 9× faster
Indexing cost¼ of prior cost

AWS operating engine

$42.2B$16.6B Q2 sales · +37%Operating income · +63%
AWS reached a $169B annualized revenue run rate. Segment operating margin was about 39.3%.

Valuation and analyst range

Low $230Close $266.43Average $327High $405
Average-target upside22.7%
Trailing P/E21.43×
Latest displayed callUBS Buy · $318

Cash-flow transmission

Amazon Q2 net sales$200.6B · +20%
Amazon Q2 operating income$27.5B · +43%
TTM property/equipment increase+$66.1B year over year
TTM free cash flow−$7.6B vs +$18.2B
Investor bridge: Friday’s value gain was 2.6× one quarter of AWS revenue. Capacity must convert into durable utilization and cash returns.

Execution risks

01GPU supply and rack deployment timing
02Power, cooling and data-center construction
03Nvidia dependency and accelerator pricing
04Utilization against Microsoft and Google
05Capital intensity before revenue conversion
Sources: AWS–Nvidia announcement (Aug. 26, 2026); Amazon Q2 2026 results; Yahoo Finance AMZN quote and analyst display. Market-value gain is calculated from the closing market cap and daily return. Figures may be rounded.
Shan Ahmed Khan

Shan Ahmed Khan is a senior markets reporter at TS2.tech. His coverage ranges from stocks and technology to economic developments across global markets. He worked in investment research and market analysis before becoming a financial journalist and is a graduate of the Lahore University of Management Sciences (LUMS).

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