Economy April 21, 2026 10:40 AM

GPUs Become Top Alternative Asset, Survey Finds

KPMG and Nuway Capital poll shows strong investor optimism for GPU holdings while allocations remain nascent

By Priya Menon
GPUs Become Top Alternative Asset, Survey Finds

A joint survey from KPMG and Nuway Capital of 120 high-net-worth individuals, family offices and wealth managers across ten international markets finds technology assets now lead alternative investment portfolios. Respondents expressed particular optimism about GPU-related assets, driven by expectations of capital appreciation and diversification, even as many report little or no current exposure and cite barriers to adoption.

Key Points

  • Technology assets are the most widely held thematic area in alternative portfolios: 72% of respondents invested in or advised on tech assets in the past three years, compared with real estate at 71% and private equity/VC at 61%. - Sectors impacted: technology, real estate, private equity
  • Seventy-five percent of surveyed investors are optimistic about GPU assets, with 70% citing capital appreciation potential and 54% citing portfolio diversification as primary motivations. - Sectors impacted: technology and asset management
  • Although sentiment is strong, many investors currently report no exposure; expected allocation increases are clustered in the 11-20% band. - Sectors impacted: alternative investments and wealth management

Lead

Technology-related investments have edged ahead of traditional alternative categories to become the most widely held thematic area in alternative portfolios, according to research released by KPMG and Nuway Capital. The survey, which covered 120 high-net-worth individuals, family offices and wealth managers across ten international markets, highlights growing investor interest in GPU-related assets.

Survey findings

Seventy-two percent of respondents said they have invested in or advised on technology assets within the past three years, topping real estate at 71% and private equity or venture capital at 61%. Separately, 75% of the sample reported they are optimistic about GPU assets, marking broad sentiment in favor of this subcategory.

Why GPUs are gaining traction

Within the technology segment, GPU-related investments drew attention based on traditional investment criteria. Respondents identified capital appreciation potential and portfolio diversification as primary motivations for GPU allocations, cited by 70% and 54% of participants respectively. Interest in technology and innovation was also a factor, noted by 47% of those surveyed.

"Investors are no longer approaching GPUs purely as a technology play. They are applying the same rigorous criteria used to evaluate infrastructure or private credit: durability of demand, cycle resilience and potential for differentiated returns," said Colin Bosher, founder of Nuway Capital.

Current allocations and trajectory

Despite strong sentiment, current portfolio allocations to GPU-related assets remain at an early stage. A significant share of respondents reported no exposure at present. The survey data indicate an anticipated increase in weightings concentrated in the 11-20% allocation band for those planning to adopt or expand GPU holdings.

Barriers to wider adoption

Respondents identified several hurdles to broader uptake. Fifty-eight percent cited difficulties in managing or understanding GPU assets, and 43% pointed to a lack of trust in the current investment class. Participants outlined measures that would help accelerate adoption: greater availability of structured products such as ETFs and funds (68%), collaboration with established financial institutions (67%), and clearer alignment with AI and machine learning trends (58%).

Conclusion

The KPMG and Nuway Capital survey shows that while technology assets - and GPU interests in particular - have moved to the forefront of alternative investment themes, practical constraints and limited current exposure mean adoption is uneven. Respondents pointed to product availability, institutional partnerships and clearer links to AI-related use cases as the main levers that could lift allocations in the near term.

Risks

  • Complexity and manageability: 58% of respondents reported difficulties in managing or understanding GPU assets, which may slow adoption. - Affects: investors, asset managers and product providers
  • Trust deficit: 43% of participants indicated a lack of trust in the current investment class, creating an uptake barrier for GPU-related products. - Affects: alternative asset markets and intermediaries
  • Early-stage allocations: A substantial proportion of respondents have no exposure today, meaning market positioning and liquidity for GPU investments could be limited as allocations grow. - Affects: secondary markets and institutional product development

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