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RAXXO Studios 10 min read

The 1M Context Window vs Prompt Caching: When to Use Which

1M context costs full price on every query, caching cuts repeated tokens to 1/10 Use 1M for one-shot deep dives, caching for repeated calls against fixed docs Hybrid: cache the stable 80%, stream the dynamic 20% fresh Real numbers from...

AI ToolsAnthropicClaude
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RAXXO Studios 11 min

5 Anthropic Prompt Caching Patterns That Cut My API Bill 70%

System-prompt caching alone cut repeat-call costs by half Tool definitions cache separately, perfect for agent loops Conversation history caching pays off after turn three 1-hour...

AnthropicAPI
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