Earlier Analysis Tracks Wider Tech Debt Spreads as Data Center Financing Grows
Key Facts
Available information does not confirm that the premium on technology companies’ debt has reached its highest level in 23 years. But JPMorgan Asset Management said in an analysis published on August 5, 2026, that technology debt spreads had widened beyond the benchmark for U.S. investment-grade corporate bonds, a shift from the sector’s historical position of tighter spreads. The widening comes as financing needs for AI infrastructure grow. The firm wrote that "technology spreads are now trading wider than the broad investment-grade benchmark." The analysis does not include a measure establishing a historical record for spreads.
Part of the pressure on credit markets is tied to the scale of expected investment in data centers. JPMorgan estimated that building out these centers could cost about $5 trillion through 2030, with about $2 trillion of that total financed through investment-grade credit markets. The firm said a growing share of data centers under construction currently relies on bank construction loans or high-yield financing. Some of that financing could move into the investment-grade market, or be refinanced after projects are completed and begin generating cash flows. Short-term construction financing therefore overlaps with expected demand for higher-rated bonds.
Issuance by hyperscalers has accelerated as financing needs have grown. Issuance reached $109 billion in 2025, then totaled $194 billion in the first half of 2026 alone. JPMorgan estimated that issuance by these companies would end the year at $279 billion. For 2027, the firm forecast issuance of between $220 billion and $300 billion. On that trajectory, hyperscalers could approach 10% of the U.S. investment-grade market by 2030, making supply a key factor in the market’s ability to absorb new financing needs.
Demand data showed a pullback in one deal, even as order books remained strong in the first half of the year. JPMorgan said average oversubscription for U.S. hyperscaler issuance ranged from 3.5 to 4.5 times in the first half of 2026. But the first unexpected deal from these companies in the second half recorded oversubscription of 1.4 times. The comparison offers an indication of how investor reception to deals varies as issuance volumes rise. The firm described the development in its quote as a retreat from previous demand levels, without characterizing it alone as a credit crisis.
The firm puts this issuance in the context of a broader AI spending cycle. On October 23, 2026, it said the buildout cycle had absorbed cumulative capital expenditure of $1.6 trillion since 2023, and that investors expected annual spending to exceed $1 trillion for the foreseeable future. Meanwhile, cloud services revenue at major providers grew by more than 50% year over year in the second quarter of 2026, according to the firm. These figures show investment continuing to expand alongside cloud revenue growth. They do not eliminate the need for additional project financing or, on their own, determine the returns those investments will generate.
JPMorgan says wider spreads and increased issuance do not mean a credit crisis is underway. It said hyperscalers’ balance sheets remain among the strongest in the index, but warned that the volume of offerings could cause "temporary difficulty absorbing supply." In its October 23 analysis, it said borrowing costs staying high for an extended period could weaken project economics and delay capacity additions. It also identified declines in computing usage, pricing or customer commitments as warning signals for investors. These indicators link financing costs to the expected operating returns from new infrastructure.
Market context suggests the pressures are not limited to U.S. technology company debt. Reuters reported that spreads on the European investment-grade corporate bond index widened by 11 basis points in October 2026. BNP Paribas expects net supply of euro-denominated European investment-grade corporate bonds to rise 83% in 2027 to 192 billion euros, compared with 105 billion euros in 2026. In earlier data, technology company bond spreads reached 89 basis points in August 2026, nine basis points wider than the overall investment-grade market, according to Karen Choi, a portfolio manager at Capital Group. These earlier figures illustrate the breadth of the financing debate across credit markets, but do not establish the level of the technology debt premium at the time of the current report.