AI API Rate Limit Calculator

Enter your expected traffic. See which providers can handle it โ€” and what it'll cost.

Your Workload

How many API calls your app makes per minute
Total tokens (input + output) per API call
Legacy comparison tier for Anthropic; OpenAI uses the separate Build / Launch / Grow selector below
Total credit purchases qualify tiers; actual account limits can differ.
OpenAI results use standard-context limits only. Long-context requests, shared model limits and account overrides require checking your organization Limits page. Open-weight GPT-oss limits depend on your host. Official usage tiers; model-specific tables are linked from official model documentation. Checked 7 October 2026. Tier migration does not itself change token prices.
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Results

How to Handle Rate Limits

Request Queuing

Add a queue layer (BullMQ, AWS SQS) to buffer requests when you hit RPM limits. Smooths out traffic spikes without losing requests.

Account Limits

OpenAI limits apply at organization and project level, not per API key. Rotating keys does not multiply your quota. Request higher limits or reduce and queue your workload instead.

Model Routing

Route simple requests to high-RPM budget models (Gemini Flash: 4K RPM) and complex requests to flagships. Reduces load on expensive endpoints.

Batch API

For non-urgent workloads, use Batch APIs (OpenAI, Anthropic). They have separate, higher rate limits AND cost 50% less.

Exponential Backoff

When you get a 429 error, wait and retry with exponential backoff (1s, 2s, 4s, 8s). Most SDKs handle this automatically.

Response Caching

Cache identical or similar responses. Reduces API calls by 20-40% for chatbot workloads with repeated queries.

Calculate Your Full Monthly Cost

Rate limits are just one factor. See the complete picture โ€” cost per request, monthly spend, and savings opportunities across all 128 models.

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