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OpenAI Caching Discounts
Shares tags: pricing & licensing, discounts & credits, caching discounts
AI Tool
Optimize Your API Experience with OpenAI Prompt Caching
Reduce costs and enhance performance with reusable responses.
Visit OpenAI Prompt Caching→
Pricing & LicensingDiscounts & CreditsCaching Discounts
1Enjoy up to 75% discount on input token costs with prompt reuse.
2Extended cache duration of up to 24 hours for improved efficiency.
3No-code optimization ensures seamless integration and reduced latency.
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overview
What is OpenAI Prompt Caching?
OpenAI Prompt Caching enables developers to store and reuse responses from the API for up to 24 hours, significantly lowering costs associated with repeated prompts. This feature is designed to enhance performance while delivering high-quality outputs.
- 1Automatic caching for selected models.
- 2Up to 90% cost savings in certain scenarios.
- 3Ideal for production applications with repetitive queries.
features
Key Features of Prompt Caching
OpenAI Prompt Caching automatically optimizes your API usage, providing substantial benefits without the need for manual adjustments. This empowers developers to focus on building rather than managing costs.
- 1Enhanced cache duration for newer models.
- 2Significant reductions in latency—up to 80%.
- 3Improved efficiency for multi-turn conversation applications.
use cases
Who Can Benefit from Prompt Caching?
Prompt Caching is particularly beneficial for developers managing production applications that rely on static or repeated prompts. Whether you’re building chatbots, coding assistants, or customer service agents, this tool streamlines performance and costs.
- 1Supports repeated interactions and static content.
- 2Designed for developers scaling their applications.
- 3Ideal for improving response times in user interactions.
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Frequently Asked Questions
+How does Prompt Caching help reduce costs?
Prompt Caching allows you to reuse prompt responses, which can lower input token costs by up to 75%, offering substantial savings as you scale your application.
+Is Prompt Caching enabled by default?
Yes, Prompt Caching is automatically enabled for recent models such as GPT-4o and GPT-5.1, requiring no changes to your API usage.
+What strategies can I use for the best caching results?
To maximize the benefits, place static content at the start of prompts, use the prompt_cache_key for grouping similar requests, and monitor hit rates to optimize your prompts effectively.