Tokenadevsccusage

Best alternative to ccusage

Tokenade is the best alternative to ccusage — Universal token-optimization engine for AI coding agents — combines output filtering, semantic code search, skeleton compression, lazy MCP loading, and a live savings dashboard in a single dependency-free Rust binary.

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Tokenadeccusage

Output Filtering

48 format-specific 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

Hybrid BM25 + dense static embeddings (potion-code-16M, 63 MB bundled) + RRF score fusion, with code-aware reranking. No external vector DB required — all local, <30 ms warm query on a 5k-chunk corpus.

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

Lazy MCP Loading

50+ tools hidden until needed; adaptive filtering removes tools whose target binary isn't installed. Eliminates the per-turn manifest cost automatically.

Not available

Mechanism Breadth

The only tool combining output filtering + semantic search + skeleton compression + lazy MCP + sandbox execution + secret redaction + content-addressed cache in a single binary. No tool switching, no integration work.

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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