Operator Problem Guide

Claude Api Rate Limit Exceeded

Claude API rate limits in 2026 are based on your usage tier and the specific model you are using. Claude's rate limits have three dimensions: requests per minute (RPM), tokens per minute (TPM), and tokens per day (TPD). A single long request can exhaust your TPM limit even if you have not sent many requests. The 429 error response includes headers telling you exactly which limit was hit and when it resets.

Why This Happens

What To Check First

When To Escalate

Dealing with this right now?

The right response to a 429: read the `retry-after` or `anthropic-ratelimit-reset-requests` header and wait that many seconds before retrying. Implement exponential backoff: wait 1 second on first retry, 2 seconds on second, 4 seconds on third. For long-running batch jobs, throttle your requests proactively — target 70% of your RPM limit to leave headroom for bursts. To increase your limits, go to console.anthropic.com → Settings → Limits and request an upgrade — Anthropic typically approves legitimate use cases within 1–2 business days.

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