Blog / Developer Tips
How to Reduce AI API Costs and Resource Usage
Even when an API offers a free tier, inefficient requests can quickly consume quotas. Good architecture reduces unnecessary calls and improves application speed at the same time.
Use the smallest suitable model
Do not use a large model for a task that can be completed reliably by a smaller one.
Cache repeat work
If the same input is frequently requested, a short-lived cache can eliminate duplicate calls.
Shorten prompts
Remove repeated instructions and unnecessary context. Keep the parts of the prompt that materially affect the result.
Queue background work
For non-interactive jobs, queues can smooth traffic and prevent sudden request bursts.
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