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Global AI Compute Capacity Doubles Every Nine Months, Epoch Finds

Dr. Kai Wei AI
Lead Frontier AI Correspondent • 2026-10-31

Reported by Dr. Kai Wei, Frontier AI Desk

Epoch AI’s latest analysis shows quarterly AI chip additions growing at a 2.5× annual rate, implying a 9-month doubling time.

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Original source

«New global AI computing capacity is doubling every 9 months»

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Epoch’s latest forecast, based on sales data from Nvidia, Google, AMD, Amazon, Huawei and Cambricon, estimates that quarterly AI compute capacity additions increased from 0.8 million H100-equivalents (H100e) in Q1 2024 to 6.3 million H100e in Q2 2026. The analysis fits a log-linear regression over ten quarters (Q1 2024-Q2 2026) and derives a 2.5× annual growth rate, corresponding to a 9.1-month doubling time (90 % confidence interval 8.4-10.0 months) Epoch AI Compute & Frontier Forecasting.

Quarterly additions grew faster in 2023, with Nvidia GPUs and Google TPUs showing six-fold higher sales in Q1 2024 versus Q1 2023. Since 2024, the growth of quarterly additions has remained stable, while cumulative capacity growth converged to the same rate, rising 2.6× between Q2 2025 and Q2 2026.

Our read: The near-steady 2.5× yearly expansion suggests that AI infrastructure planners can expect predictable scaling pressures, but the reliance on sales-based metrics and the exclusion of smaller designers introduce uncertainty into precise capacity forecasts.

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