Jefferies
May 29, 2026
The Joys and Costs of Tokenmaxxing
Weekly UpdateCommoditiesEquitiesFXEnergyFinancials
The report analyzes the 'tokenmaxxing' phenomenon and soaring AI compute costs, highlighting that US AI investment as a share of GDP has surpassed the 1990s Dot-com peak. It warns of capital destruction in the US and macro vulnerability in India and Pakistan due to energy prices and capital outflows.
Key Takeaways
- 1.The AI 'arms race' has led to US IT investment reaching 4.91% of nominal GDP in 1Q26, surpassing the Dot-com peak of 4.46%.
- 2.Corporates are facing a backlash against 'tokenmaxxing' and soaring AI costs, with companies like Microsoft and Uber reportedly pulling back on AI tool licenses and budgets.
- 3.The 'picks and shovels' trade remains dominant, with memory makers like Hynix and Micron seeing market capitalizations surpass US$1tn.
Table of Contents
- Abstract
- Analyst Certification
- Investment Recommendation Record
- Explanation of Jefferies Ratings
- Valuation Methodology
- Jefferies Franchise Picks
- Risks which may impede the achievement of our Price Target
- Other Important Disclosure
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Authors
Christopher Wood
Securities
Samsung ElectronicsSK HynixMicron TechnologySOXMSFT.OUber
Themes
AI Capex Bubble vs. Dot-com EraSouth Asian Energy VulnerabilityThe Jevons Paradox in AI Consumption
Regions
North AmericaAsia PacificUnited StatesChinaIndia
