Rule of Thumb: Each Sub-agent Costs 2x Tokens for ~50% Latency Gain

brandon_galang · x · 2026-10-09

An Anthropic engineer shares a practical rule of thumb for sub-agents: each extra agent roughly buys 50% latency speedup at 100% extra token cost. Smaller models can shift the cost math but think and work slower — sometimes plain fast mode is cheaper. Parallelism also has ergonomic benefits beyond raw speed.

Related event: Anthropic Engineer's Rule of Thumb: Each Sub-Agent Cuts Latency 50%, Doubles Tokens(3 posts)→

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