Context Caching Calculator

See exactly how much prompt caching saves you across providers. Input your system prompt size and usage volume.

Provider Caching Rules

OpenAI
  • Min 1,024 tokens to cache
  • Cached reads: 50% off input price
  • No write surcharge
  • Auto-caching on all requests
Anthropic
  • Min 1,024 tokens (Haiku: 2,048)
  • Cached reads: 90% off input price
  • Cache write: 25% surcharge
  • 5-min TTL (extended on hit)
Google
  • Min 32,768 tokens
  • Cached reads: 75% off input price
  • Storage: $1.00/hr per 1M tokens
  • Min 1-hour TTL
DeepSeek
  • Min 1,024 tokens
  • Cached reads: 90% off input price
  • No write surcharge
  • Auto prefix matching

Your Setup

Tokens in your system prompt / context that stay constant
User message + dynamic context that changes each call
How often your cached prefix is reused (80%+ is typical for consistent system prompts)

Savings by Model