llmdesk

prompt cache savings calculator

Quantify how much prompt caching saves on Anthropic, OpenAI, and Gemini.

Cache Hit Savings Calculator is coming soon

We're building this one next. Bookmark the page or browse 50+ other tools in the meantime.

How it works

Cache Hit Savings Calculator runs fully in your browser. We never send your data to a server — all processing happens locally using JavaScript so prompts, code, and documents you paste in stay on your device.

The implementation is being finalized. Once live, the tool will be available here at this same URL with no signup, no ads injected mid-flow, and no rate limits.

Use cases

Developers, prompt engineers, technical writers, and AI creators reach for cache hit savings calculator when shipping LLM features, optimizing prompts, debugging model output, or preparing data for retrieval and fine-tuning.

Use it any time you need quick, repeatable answers without spinning up a notebook or wiring an API.

Frequently asked questions