8/ The model match table Haiku: quick replies, grammar checks, formatting, brainstorming
Sonnet: writing, analysis, code, serious drafts, document review Opus: deep research, rigorous logic, complex multi-step problems Using Opus to fix a typo costs 5x what it should. The
@aihighlight
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Claude Model Matching: Right Tool for Each Task
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Optimize AI Model Selection by Task Complexity and Cost
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7/ Stop using Opus for Haiku tasks Opus is roughly 5x more expensive per task than Sonnet. Sonnet is more expensive than Haiku. Quick reply, formatting fix, brainstorm? Haiku.
Writing, analysis, code, real drafts? Sonnet. Deep research, complex reasoning, long document review? -
Optimize Claude: Disable Unused Features to Save Tokens
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6/ Turn off features you are not using Web search, research mode, and connectors add tokens to every response even when you do not need them. If you are writing your own content or asking a knowledge question Claude already knows, turn them off. The icons are right next to the
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Set Up Custom Instructions to Optimize AI Chat Interactions
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5/ Set up Custom Instructions once Without context, you waste 3 to 5 messages every chat re-explaining who you are and how you work. Settings > Memory and Preferences. Save your role, tone, and how you want answers structured. Claude applies it everywhere. What to save: "I am
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Optimize Token Usage: Cache Files in Claude Projects
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4/ Upload recurring files to Projects, not chats If you upload the same PDF in every new conversation, Claude counts those tokens every single time. Projects cache the file once. Open the project, ask anything, the file does not cost tokens again. If you are pasting the same
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Stack Questions for Better AI Responses
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3/ Stack your questions into one message Three separate prompts cost three full reads of your conversation history. One prompt with three questions costs one read. The answers are usually better too because Claude sees the full goal at once. Example: "I need three things from
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Optimize Claude conversations by starting fresh every 20 messages
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2/ Start a new chat every 20 messages By message 30, a single question can cost 50,000 tokens because Claude is reprocessing everything that came before it. When the chat gets long, ask Claude to summarize and continue fresh.
Prompt: "Summarize the key points of this -
Edit the Prompt Rather Than Restart the Conversation
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1/ Edit the prompt instead of asking again Every follow-up message makes Claude re-read the entire conversation. The longer the chat, the more tokens each new message burns. When Claude misses what you wanted, click the edit icon on your original prompt, fix it, and regenerate.
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10 Tricks to Stop Burning Through Your Claude Tokens
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STOP BURNING THROUGH YOUR CLAUDE TOKENS! Some conversations burn through your limit 10x faster than others without you knowing. Here are 10 tricks to use Claude all day without running out:
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Shift in Ads: Human Teams Face Potential Impact
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Interesting shift in ads. Human teams might feel this.