Meta Platforms Inc.BofA estimates Meta could save roughly $8.5 billion in 2027 by running AI workloads on its own custom silicon instead of third-party chips.
Bank of America estimates Meta Platforms could save roughly $8.5 billion in 2027 by running AI workloads on its own custom silicon instead of buying third-party chips, an outside analyst estimate rather than company guidance. The figure rests on a specific roadmap: Meta plans to deploy its third-generation MTIA 450 chip, code-named Arke, in the first half of 2027, followed by the higher-performance MTIA 500, or Astrid, later that year, both co-developed with Broadcom and aimed at AI inference workloads. BofA models Meta deploying 5 to 6 gigawatts of owned capacity in 2027 at a total cost of roughly $200 billion, assumes chips make up 60% of that spend, and pegs Meta's custom silicon as about 40% cheaper than third-party equivalents. Broadcom CEO Hock Tan said custom chips optimized for a customer's own workloads outperform any GPU and can do so at half the cost, and confirmed Broadcom will deliver three generations of MTIA accelerators to Meta between now and the end of 2027. Meta's FY2026 capex guidance sits at $130 billion to $145 billion, narrowed from $125 billion to $145 billion, with total expense guidance raised to $165 billion to $169 billion, while Q2 2026 revenue reached $60.80 billion, up 27.96% year over year, on advertising revenue of $59.36 billion.
Meta Platforms Inc.BofA estimates Meta could save roughly $8.5 billion in 2027 by running AI workloads on its own custom silicon instead of third-party chips.
Broadcom IncBroadcom co-develops Meta's MTIA chips and will deliver three generations of MTIA accelerators to Meta through end-2027, a concrete product order.
Bank of America CorpBofA is the source of the analyst estimate on Meta's custom-silicon savings, not a subject of the news.