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Inside Prometheus: Meta’s Journey to a Gigawatt-Scale Supercluster

Meta Engineering · Oct 19, 2026 · Engineering Insights

Meta's Prometheus gigawatt-scale supercluster reached phase one completion training Muse frontier models.

“an issue on a single host can slow down or stop the entire job, lowering its 'goodput'”

Meta has completed the first phase of Prometheus, a gigawatt-scale supercluster in New Albany, Ohio, targeting ~1 million GPUs. It was used to train the Muse Wonder frontier models, achieving 85%+ goodput for pre-training and 90%+ for RL runs with ~54K GPU hours MTBI. This signals Meta's serious infrastructure commitment to competing at the frontier model level, directly powering its Meta Superintelligence Labs ambitions.

Meta infrastructure supercluster GPU training Muse compute

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