Discover Where Your AI Tokens Go: Introducing Codeburn for Claude Code

product #agent 📝 Blog|Analyzed: Apr 14, 2026 02:11•

Published: Apr 13, 2026 22:53

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1 min read

Analysis

This exciting new tool, Codeburn, provides brilliant visibility into token usage for Claude Code, solving a major pain point for power users spending significant amounts daily. By offering deterministic classification of session transcripts, it effortlessly breaks down exactly which tasks are eating up the budget. It's a fantastic breakthrough for developers looking to optimize their workflow and better understand their AI spending habits!

Key Takeaways

•Codeburn is an open-source tool that provides deep visibility into token consumption without needing additional LLM calls.
•It categorizes every prompt turn into 13 distinct groups based on tool usage to track costs by project, model, and task.
•One user discovered that basic conversation took up 56% of their daily budget, while actual coding only consumed 21%.

Reference / Citation

View Original

"turns out 56% of my spend is "conversation" - turns where claude is just responding with no tool use. the actual coding (edits, writes) is only 21%. that was eye opening."

r/ClaudeAIApr 13, 2026 22:53

* Cited for critical analysis under Article 32.

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