GPTCache vs Redis: which does AI recommend?

· ChatGPT Search and Google AI Mode

Based on every AI answer that names bothReviewed by

How we measure

When AI names both, it lists first slightly more often. It recommends more often.

Listed first when AI names both

GPTCacheGPTCache: 42%RedisRedis: 58% (Redis leads)

Recommended when named

GPTCacheGPTCache: 63%
RedisRedis: 91% (Redis leads)

Topic by topic

Only Redis is ranked in12

What people ask AI about GPTCache and Redis

GPTCache listed firstRedis listed first
  1. My goal is to cache LLM responses to reduce latency and cost. What's the best semantic caching solution?Leans Redis
  2. I am planning to optimize our token usage costs. Who offers LLM caching and semantic caching tools?Redis often first
  3. I need a proxy that caches LLM responses (semantic caching) to reduce API costs.GPTCache often first

Who AI mentions first

GPTCache listed firstRedis listed first
  • Google AI ModeGPTCache listed first: 46%Redis listed first: 54%
  • ChatGPT SearchGPTCache listed first: 38%Redis listed first: 62%

Sources cited in the comparisons

GPTCache favouredNeither favouredRedis favoured

Also named alongside GPTCache and Redis

  1. LangChain45%
  2. LiteLLM38%
  3. OpenAI35%
  4. Anthropic31%
  5. Bifrost by Maxim AI31%
  6. Upstash29%
  7. Portkey AI28%
  8. Qdrant27%
  9. Valkey22%
  10. Helicone18%
  11. Pinecone17%
  12. Weaviate14%

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