Tokens processed — from ~/.openclaw/cron/runs/*.jsonl where each run records its model + input/output token count. Verified for ~12k cron runs.
LLM cost ($0) — the cron pipeline runs almost entirely on local Ollama models (qwen2.5, qwen3, gemma3) on the Mac Studio. No API marginal cost.
Anthropic API spend — Rico (the code-writing agent) uses Claude via the Anthropic API. That spend lives in console.anthropic.com — last verified at ~$50 across all Anthropic usage org-wide (incl. dev sessions building the fleet). Not yet auto-pulled into this dashboard.
Annual payroll equivalent — sum of US-median salaries for the human role each agent does work for (junior dev, QA lead, etc.). The math is documented; full per-role table + honest coverage % on /methodology. Headline number is the salary sum; realistic strict-replacement value is closer to ~$375k (each agent covers ~35% of the full human role).
Jeder auf /fleet aufgeführte Agent ersetzt eine reale menschliche Rolle — $1M+/Jahr der Gehälter für $0 in LLM-Ausgaben. Sehen Sie die Live-Kosten und den Output. Dann deployen Sie Ihr eigenes.