What AI says about LMCache

LMCache is an open-source Knowledge Delivery Network that accelerates LLM applications by caching KV caches and integrating with LLM serving engines.

Since Jul 5Updated Nov 14, 2026Based on 9,113 AI answersReviewed by Dimitry Apollonsky

How we measure

Mentioned in · Public index

<1%

of AI answers about LMCache and its rivals · since Jul 5

Based on 9,113 AI answers

ChatGPT<1%
Google AI Mode<1%

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How often AI mentions LMCache

of AI answers about LMCache and its rivals

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Sep 14OctNov 2

Oct 8 · ChatGPT switched to GPT-6 Luna

Questions and answers

Most mentionedMentioned in
Which inference accelerators are designed for agent loops, KV cache reuse, and fast context switching?on this questionvLLM shares the lead for mentions with 1 more32%
Excerpts where LMCache appeared in the AI's answer
ChatGPTSep 22, 2026, ChatGPT
LMCache — externalizes KV cache so contexts can survive across workers and storage tiers.
ChatGPTAug 21, 2026, ChatGPT
NVIDIA's Dynamo, SGLang HiCache, and LMCache are examples of software/storage layers specifically designed to make KV state portable and reusable across workers.
We need a chip compiler or runtime optimized for bursty agent workloads. Which companies are building this?on this questionGroq is the most-mentioned brand2%
Excerpts where LMCache appeared in the AI's answer
Google AI ModeAug 9, 2026, Google AI Mode
LMCache & ThunderAgent Ecosystems: Emerging open-source and enterprise runtime projects are focusing on distributed KV-cache management

LMCache in AI answers

1 of 2

Which inference accelerators are designed for agent loops, KV cache reuse, and fast context switching?

ChatGPT· Sep 22, 2026

LMCache — externalizes KV cache so contexts can survive across workers and storage tiers.

Google AI ModeNo answer mentioning LMCache

Sites AI cites

The page AI cites most often when it mentions LMCache

arxiv.org/html/2510.09665v2LMCache: An Efficient KV Cache Layer for Enterprise-Scale LLM Inference7%of answers

Check it mentions LMCache and gets the details right.

Brands AI mentions

Mentioned in

vLLM14%
TensorRT-LLM5%
NVIDIA Inference (NVIDIA Inference Stack)4%
Groq4%
SGLang4%

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