Meta is pursuing roughly six-month release intervals for its MTIA chip generations. The roadmap calls for four successive chip families across 2026 and 2027:
Meta said it has "accelerated MTIA development" across these four successive generations in roughly two years .
Iris is designed for inference workloads, not training. Meta continues to buy Nvidia GPUs (e.g., H100/H200 families and next-gen Blackwell) and AMD GPUs for AI training workloads, where raw parallel compute is critical. The in-house MTIA chips are meant to supplement rather than immediately replace those GPU purchases — handling the massive and growing inference load (ranking, recommendations, serving AI models) at lower cost and higher efficiency . Meta's strategy is to diversify its silicon base, not cut off GPU vendors entirely.
"Meta Compute" is a two-part initiative:
Meta stock: The news was received positively. Meta shares rose nearly 9% on July 1, 2026, the day the cloud plans were confirmed . The move signals to investors that Meta has a path to monetize its enormous AI infrastructure spend rather than letting it sit idle
.
CoreWeave and neocloud competitors: The cloud move is a direct threat to companies like CoreWeave that sell raw AI compute capacity. Bloomberg reported that Meta may "copy CoreWeave's business model" . However, some analysts (including SemiAnalysis) argue that fears of Meta crashing the neocloud market are "erroneous" — the sheer scale of Meta's own internal demand means excess capacity for sale may be limited, and the market for AI compute is growing so fast that new entrants can coexist
.
Meta's 2026 capital expenditure guidance has been updated:
| Period | Capex Range | Source |
|---|---|---|
| Q1 2026 earnings guidance | $115 billion – $135 billion | |
| July 1, 2026 updated guidance | $125 billion – $145 billion |
The increase from $115–135B to $125–145B reflects "higher component pricing this year and, to a lesser extent, additional data center costs to support future growth" . For comparison, Meta spent approximately $72.2 billion on capex in 2025
. Research firm SemiAnalysis projects that Meta's 2027 capex will be "shockingly large" — even higher than 2026 — as contracted data center capacity continues to come online
.