πŸ’Ό AI Business

Claude's Prompt Caching: Slashing Dev Bills or Locked-In Trap?

Staring at skyrocketing API bills from endless prompt tweaks? Claude's prompt caching might finally hit the brakes. Or it might just be clever vendor lock-in dressed as savings.

Diagram showing prompt caching workflow reducing tokens in Claude API calls

⚑ Key Takeaways

  • Prompt caching slashes input costs up to 90% and latency 85% for repeated large prefixes.
  • Requires 1024+ tokens, 5-min TTL β€” useless for short or spaced-out calls.
  • Great for RAG/batch, but Anthropic's play to lock in heavy users.

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Elena Vasquez
Written by

Elena Vasquez

Senior editor at theAIcatchup. Generalist covering the biggest AI stories with a sharp, skeptical eye.

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Originally reported by Towards AI

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