Epoch AI estimates how many concurrent AI agents 2025–27 memory shipments could run
Original titleHow many AI agents could we run?
AISummary
Epoch AI estimates that high-bandwidth memory shipped in 2025–27 could eventually support about 30–170 million concurrent frontier-model agents once fully deployed and allocated.
Using DeepSeek V4 Pro serving benchmarks, the estimate rises to about 1.9 billion concurrent agents.
The authors compare the implied API-equivalent spending of $2.6–5.3 trillion per year with projected developer revenue of roughly $1 trillion by end-2027, suggesting demand may lag supply.
AIWhy it matters
The analysis converts HBM shipment data into concurrent agent capacity and compares it with projected API revenue, showing where compute buildout may outpace demand.
Source: Epoch AI · epoch.aiPublished · added here