ClawPane – Automated per-request LLM routing for cost, speed, and quality

Summary: ClawPane integrates with OpenClaw to automatically route agent requests to the optimal language model based on cost, latency, or quality priorities. It reduces costs by 20–45% without requiring configuration changes to agents or prompts, enabling dynamic, per-request model selection.

What it does

ClawPane acts as a custom model provider for OpenClaw, routing each request to the best-fit model according to user-set priorities like cost, speed, or quality. It supports automatic fallbacks and provides real-time cost and latency metrics per request.

Who it's for

It is designed for developers using OpenClaw to build agents who want to avoid manual model selection, reduce unexpected costs, and improve reliability across mixed workloads.

Why it matters

ClawPane fills the gap in OpenClaw by optimizing model choice per prompt, preventing overspending and ensuring efficient resource use without modifying existing agent configurations.