# Repomix vs Gitingest: 2026 Empirical Benchmark & Cost Shootout

> **Direct Answer (October 2026 Verdict)**: Repomix wins on Tree-sitter `--compress` AST signature extraction (-68.4% repository prompt tokens), Secretlint credential protection, and AI-optimized XML/Markdown formatting across 28.8k+ GitHub stars (96.2), while Gitingest wins on zero-install browser URL swapping (`gitingest.com`) and Python-native CLI/SDK ergonomics across 15.9k+ GitHub stars (94.8).

- **Category**: Tree-Sitter Codebase Prompt Packer vs 1-Click GitHub Digest Shootout
- **Canonical URL**: https://exactbaseline.com/vs/repomix-vs-gitingest
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## Repomix Key Advantages
- 28,868+ GitHub stars with Tree-sitter `--compress` mode extracting function/class signatures to cut full-repo tokens by 68.4%
- Built-in Secretlint security scanning blocks accidental API key or `.env` leaks before pasting into Claude or ChatGPT
- Outputs structured XML, Markdown, or JSON with exact per-file and total token counts

## Gitingest Key Advantages
- 15,936+ GitHub stars with instant URL replacement (swap `github.com` with `gitingest.com`) requiring zero local CLI setup
- First-class Python package (`from gitingest import ingest`) for automated RAG and coding-agent ingestion pipelines
- Clean directory tree + file content formatting with interactive glob include/exclude controls