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Claude Code prompt caching offers savings but risks higher costs on cache misses

Claude Code utilizes a prompt caching mechanism to reduce token costs for ongoing conversations. This feature caches the initial prompt and subsequent turns, with cached content billed at a significantly reduced rate. However, if a conversation exceeds the cache's time-to-live (TTL) or if the prompt prefix is altered, the cache is invalidated, leading to full token costs for the entire context. The default TTL varies based on authentication method, with subscription users typically benefiting from a longer 1-hour TTL, while API-based setups default to 5 minutes. AI

IMPACT Understanding Claude Code's prompt caching can help users optimize token usage and reduce costs for extended conversations.

RANK_REASON The item details a specific feature of a product (Claude Code) and its cost implications, rather than a new release or major industry event.

Read on r/ClaudeAI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Claude Code prompt caching offers savings but risks higher costs on cache misses

COVERAGE [1]

  1. r/ClaudeAI TIER_2 English(EN) · /u/jomi-se ·

    How prompt caching works in Claude Code (and how to stop wasting tokens)

    <!-- SC_OFF --><div class="md"><p>**TL;DR:** Claude Code caches your prompts as you go. When continuing an existing conversation, the previous part of your prompt that is already cached is billed only at 10% of the full cost. By default, Claude Code in billed-per-token setups set…