This is really valuable, especially the 15-25% figure from real production systems — current assumption of 8% is clearly too conservative for agent workloads with tool calling. The cascading retry scenario (retry triggers another tool call that also retries) is a great idea for a worst case column alongside the current realistic estimate. Going to look into this for v2.