Claude Console adds prompt cache diagnostics to explain misses

Anthropic has added prompt cache diagnostics to Claude Console, showing exactly what changed when a request misses the cache. The view also breaks down the token cost of the miss, helping developers debug prompts and track spend.

Claude Console adds prompt cache diagnostics to explain misses

TL;DR

  • Prompt cache diagnostics: Now available in Claude Console
  • Cache-miss visibility: Shows exactly which prompt part changed when a request misses cache
  • Token accounting: Displays how many tokens a cache miss cost
  • Developer workflow: Supports debugging token usage and cost tracking around cache behavior
  • Change detection: Helps spot small prompt edits breaking cache hits, especially in long prompts
  • Rollout questions: Replies ask whether coverage includes API usage and subscription users in console

Anthropic’s Claude team announced on X that prompt cache diagnostics are now available in Claude Console, giving users a way to see “exactly which part” of a prompt changed when a request misses the cache, along with how many tokens that miss cost.

The update appears aimed at making cache misses less opaque for developers watching token usage. In the replies, several users described the feature as useful for debugging and cost tracking, with one commenter calling it a way to see “exactly where the tokens got cooked,” while another wrote that cache misses had often been “pure guesswork” before such diagnostics.

A few replies also raised practical questions about the rollout, including whether the feature applies to API usage only and whether subscription users will see the same transparency in the console. Others suggested the new view could help spot small prompt edits that quietly break cache hits, especially in longer prompts where the changed section may be easy to miss.

Source: ClaudeDevs on X

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