Caveman vs Code Review Graph (2026)
Compare Caveman and Code Review Graph: features, pricing, pros and cons. Find out which tool is right for you in 2026.
C
Caveman
4
Open-sourceClaude Code skill that cuts token usage by 65% through simplified prompt language.
Key Features
- Reduces Claude Code token usage by approximately 65%
- Minimalist prompt engineering approach
- Python implementation for easy integration
- Open source with 43.7k GitHub stars
Pros
- + Significant cost savings through token reduction
- + Simple implementation requiring minimal setup
- + Proves that concise prompts can be more effective
C
Code Review Graph
4.3
Open-sourceBuilds a persistent knowledge graph of your codebase so AI reads only what matters — reducing review tokens by up to 49x.
Key Features
- Persistent knowledge graph for efficient codebase navigation
- Reduces token usage up to 49x in daily coding tasks
- Tree-sitter integration for accurate code analysis
- MCP server support for Claude Code integration
Pros
- + Dramatically reduces token usage in AI code reviews
- + Persistent graph avoids re-analyzing unchanged code
- + Open source with 12.6k GitHub stars
Verdict
Code Review Graph has a higher rating (4.3/5) and excels at Large codebase analysis with AI assistance. Caveman is better suited for Reducing Claude Code API costs through token optimization. Choose based on your primary use case.