Recommended spend limits for AI agents — by provider & use case

Setting agent spend limits is mostly about matching the cap to the provider's pricing and the use case's risk profile. These pages give concrete starting-point limits for OpenAI and Anthropic agents and a use-case matrix so you don't start from a blank page.

Spend limit references

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Limit types

Per-Agent Spend Limits

A per-agent limit is the agent's own budget — a ceiling it can't exceed regardless of what it's doing.

Monthly Spend Limits

A monthly limit is the budget envelope for the month — best used as the outer layer above daily caps.