OpenClaw Cost Optimization Experts
Paying more than expected for your API calls? Get a specialist to configure token budgets, model routing, and compaction — and identify opportunities to significantly reduce costs.
Sound Familiar?
These are the exact problems our specialists are prepared to help with.
$3,600/month surprise bill
Default OpenClaw uses Claude Opus for everything. One runaway automation and your API bill can spike unexpectedly.
No idea where tokens go
No built-in dashboard to see which skills, conversations, or automations are burning tokens.
Compaction eating budgets
Long conversations trigger compaction which uses expensive model calls just to summarize context.
What Your Expert Delivers
Concrete outcomes — not vague promises.
Token budget configuration
Per-skill, per-conversation, and global token limits properly configured.
OpenRouter model routing
Auto-route simple tasks to cheap models, complex tasks to Opus. Can lead to significant cost reductions.
Cost analysis report
Detailed breakdown of where your tokens are going with specific reduction targets.
Compaction tuning
Heartbeat interval, compaction triggers, and context window optimized for cost.
Runaway prevention
Guardrails, kill switches, and alerts for automations that exceed budget.
Example Scenarios
The types of challenges our specialists are designed to help with.
API bill hit $890/month for personal use. Didn't know why.
✓ A specialist can configure routing and budgets to significantly reduce monthly costs.
Content automation running 24/7 with Claude Opus. $3,600/month bill.
✓ A specialist can route routine tasks to less expensive models, significantly reducing the bill.
No per-user budgets. Two team members burned through budget in a week on experiments.
✓ A specialist can set up per-user caps, a team dashboard, and alerts to make spend predictable.
Frequently Asked Questions
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