PROBLEM

OpenClaw API Token Cost Explosion ($1.3M/month)

OpenClaw creator incurred $1.3 million in OpenAI API token costs in a single month, highlighting critical cost management challenges in agent-based systems

Updated: 5/22/2026

This signals the need for: (1) token usage monitoring and rate limiting in agent frameworks, (2) cost optimization strategies (batching, caching, model selection), (3) budget caps and alerts, (4) alternative model routing for cost-sensitive operations, (5) local/on-premise model options for high-volume workloads

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