A report published September 30, 2026, says Meta classifies its AI data centers as experimental “pilot models” to claim federal research tax credits on certain supplies, including AI chips. The reported savings grew from $700 million in 2023 to $3.9 billion in 2025.
Meta’s reported treatment of AI data centers
The federal research credit at issue falls under Section 41. The reported approach treats AI data centers as experimental facilities for credit purposes, rather than ordinary data centers, and applies the claim to certain supplies used in them.
Reported research-credit savings by year
The reported amounts attributed to Meta’s research credits were $700 million in 2023, $2 billion in 2024 and $3.9 billion in 2025.
| Year | Reported research-credit savings |
| 2023 | $700 million |
| 2024 | $2 billion |
| 2025 | $3.9 billion |
What the research-credit rules require
The IRS’s June 2005 audit guide describes four tests for qualifying research: the work must meet requirements tied to research expenses, seek technological information, relate to a business component and use a process of experimentation for a qualified purpose. The guide says a taxpayer’s label does not determine eligibility and excludes research conducted after commercial production. It also cautions that later changes may affect the guide’s technical accuracy.
So describing a facility as a “pilot model” does not, by itself, meet the tests. The rules focus on the activity and its purpose.
Meta’s rationale
Meta says it uses tax incentives Congress established to encourage domestic investment.
