Next, we use 2025–27 HBM shipments to estimate available hardware for running agents. HBM gives a common basis for comparing capacity across different vendors and chips.

How many agents that hardware can support depends on the model and workload. Future agents could use more compute for harder tasks, while more efficient models could support far more agents on the same hardware.