Tutorial

OpenClaw Performance Tuning: Optimizing Speed and Resources

February 23, 20264 min readReviewed March 8, 2026
Performance Matters: A well-tuned OpenClaw instance responds faster, uses fewer resources, and costs less in API fees.

Performance Factors

OpenClaw's performance depends on:

  • Model response time: Faster models = quicker responses
  • Context size: Larger context = more processing time
  • Memory usage: Active sessions consume RAM
  • Network latency: Distance to API servers

Model Selection

Choose faster models for quick interactions:

openclaw config set model.default="claude-3-5-haiku" openclaw config set model.thinking="medium" # Balance speed and quality

Context Optimization

Limit Active Messages

openclaw config set context.max_messages=50

Enable Context Pruning

openclaw config set context.auto_prune=true openclaw config set context.prune_threshold=100000

Resource Limits

openclaw config set resources.max_memory=2048 openclaw config set resources.max_cpu=80

Monitoring Performance

openclaw status --verbose

Optimize Your Context

Context Management Guide
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