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CodeBurn

Analyze Claude Code token usage by task

Details

External ID
47759035
Source
HN
Company
—
Product
CodeBurn
Website domain
github.com
Launched
April 13, 2026
Cohort
—
Upvotes
112
Upvotes percentile
0.9010282776349614
Tags
—
Fetched at
Sept. 7, 2026, 9:26 p.m.
Updated at
Sept. 7, 2026, 9:26 p.m.

Description

Built this after realizing I was spending ~$1400/week on Claude Code with almost no visibility into what was actually consuming tokens.Tools like ccusage give a cost breakdown per model and per day, but I wanted to understand usage at the task level.CodeBurn reads the JSONL session transcripts that Claude Code stores locally (~/.claude/projects/) and classifies each turn into 13 categories based on tool usage patterns (no LLM calls involved).One surprising result: about 56% of my spend was on conversation turns with no tool usage. Actual coding (edits/writes) was only ~21%.The interface is an interactive terminal UI built with Ink (React for terminals), with gradient bar charts, responsive panels, and keyboard navigation. There’s also a SwiftBar menu bar integration for macOS.Happy to hear feedback or ideas.

Enrichment

Theme
utilities for Claude and Claude Code
Vertical
Horizontal
Function
Analytics & BI
Audience
Developer
AI stance
AI feature
Project type
Hobby / open-source project
Normalized one-liner
token usage analyzer for claude code
Manually corrected
False

Could you build this?

Yes This is a local CLI utility that parses existing local JSONL log files generated by Claude Code and aggregates token metrics by task. Parsing JSONL files and displaying summary tables or terminal charts is a very simple task completely suited for vibe coding.

Discussion

20 comments analyzed.

Competitors mentioned: Anthropic's Claude (comparison/context), React (mentioned as alternative), PatchPilot (referenced for agent optimization)

Concerns raised: Windows support not available, Activity classification may not capture all planning work accurately, No cost breakdown by parallel sessions, Throttling/queueing on $200/month plan vs unthrottled API, Missing data limits efficiency analysis capabilities

Feature requests: Cost breakdown by session for parallel runs, Separate exploration turns from pure thinking turns by activity type, Cost scaling metrics for different project sizes/monorepos, Inefficiency detection and cost optimization suggestions, Windows platform support

Competitors

Other products that read as similar to this one — 252 launches clear the similarity bar, closest 8 shown.

Attention rank: #24 of 253 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 152 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.