Tokenadevsccusage

Best alternative to ccusage

Tokenade is the best alternative to ccusage — Universal token-optimization engine for AI coding agents — native hooks for 18 agents combine output filtering, semantic code search, skeleton compression, sandboxed execution, MCP proxying and a live savings dashboard in a single dependency-free binary.

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Output Filtering

Format-aware compactors cover git, cargo, kubectl, terraform, docker and more — 60–99% reduction on the noisiest commands. Command rewriting further trims source-side before the shell even runs.

Output Filtering

Not applicable — ccusage is a measurement tool, not an optimizer.

Semantic Code Search

Finds the most relevant files for a task and sends only those to the model, instead of the whole repo. Runs fully on-device with no external vector database and no model downloads — fast even on large codebases.

Not available

Skeleton Compression

Signatures-only view of source files, YAML, Markdown and Terraform — −64% on file reads while preserving every top-level declaration. Stacks on top of output filtering for maximum savings.

Not available

Third-Party MCP Optimization

tokenade mcp-proxy wraps any third-party MCP server's launch command in the agent's MCP config, so every tool result (verbose JSON, logs, console output) is folded on the way back — set once, not per call. Image results pass through untouched.

Not available

Mechanism Breadth

The only tool combining output filtering + semantic search + skeleton compression + sandbox execution + MCP proxying + secret redaction + content-addressed cache in a single binary. On the open THOL benchmark (Claude Code 2.1.183 campaign) it is the only tool measured significantly cheaper than the control: cost ratio 0.84 [0.72, 0.95], 120/120 successful runs.

Token Reduction

Zero token reduction — ccusage only measures what you spend, it does not reduce it. Complementary to optimizers; not a replacement.

ccusage at a glance

ccusage starts at Free (open source). De-facto standard CLI usage meter (~15k stars) that reads local coding-agent JSONL transcripts and reports token spend by day, week, session, and 5-hour Claude billing block — a measurement tool, not an optimizer.

Pros

  • De-facto standard: 15 agent sources, the broadest coverage in the tracker category
  • 5-hour Claude billing block view uniquely useful for Pro/Max subscribers
  • JSON output makes it composable with other dashboards (codeburn, TokenTracker, etc.)
  • Zero-install: bunx ccusage / npx ccusage@latest
  • Trustworthy: pinned, audited, Socket badge, Awesome Claude Code inclusion

Cons

  • Read-only measurement — does not reduce any tokens
  • No 'what would I have spent without optimizer X' baseline — pure observed spend
  • JSONL schema is implicit, not formally specified

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