Scaling OpenClaw: How to Slash API Costs by 92% with Intelligent Hybrid Routing

[sqblg]

Hey everyone,

As we move OpenClaw from experimentation into 24/7 autonomous production, many of us are hitting the "Robot Tax"—the massive API bills that come from running smart models like Claude 3.5 Sonnet or GPT-4o for every routine check-in.

I’ve been building ClawRouter to solve exactly this. It’s an agent-native LLM router that sits between OpenClaw and your providers.

Why this matters for OpenClaw users:

1. Intelligent Hybrid Routing: ClawRouter scores tool calls across 15 dimensions. It routes simple stuff (checking email, status pings) to local models or free tiers, and only escalates to expensive cloud flagships when real "IQ" is needed.
2. x402 Micropayments: No more prepaid $50 credits. It uses a non-custodial wallet on Base to pay per request. One wallet, 41+ models, zero API keys to manage.
3. Sub-1ms Latency: 100% local routing logic ensures your agent doesn't slow down.

I’ve managed to drop my blended token cost from $25/M down to ~$2.05/M while keeping the agent 100% reliable.

I’d love to hear how you guys are managing costs. Are you strictly local, or are you manually switching models in your config?

Project Link: https://github.com/BlockRunAI/ClawRouter

Let's discuss how we can make agentic autonomy affordable for everyone!