tools: Comp benchmark source: Levels.fyi free tier or Glassdoor free; Carta/Pave/Radford require subscription ($0-200/mo depending on plan)
tokens: ~$1-3 per kit (four skill invocations at typical role complexity)
≈ One-time per hire; token cost negligible; only recurring cost is the comp benchmark tool if you use a paid tier