Competitor pricing is approximate (June 2025) and editable. Actual costs vary by contract, volume, and features.
The Claude/LLM spend diversion model estimates blended per-message AI-assistant cost from token profile,
model mix, and prompt caching assumptions — calibrate these to a customer's actual usage data where available.
This tool is for directional comparison to support sales conversations.