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GPTCache
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
GPTCache appears in 1 AI-ranked category — best position #4 for llm caching layer.
GPT —Claude #5Gemini #2
A highly modular, open-source library specifically designed for LLM caching, allowing developers to fully customize embedding models, similarity evaluation, and vector storage backends.
What would move GPTCache up
- Claude Resume active maintenance and modernize for current provider APIs and streaming — stagnation is the only thing keeping it this low
- Gemini Revitalize the open-source maintenance and update dependencies to native support for 2026 agentic frameworks and newer embedding models.
Top alternatives per the models: Redis LangCache · LiteLLM · Portkey · RedisVL
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology