Docling vs MinerU
Side-by-side comparison of two AI agent tools
Short answer
- MinerU is growing faster: +3,746 GitHub stars in the last 30 days vs +1,855 for Docling.
- Pick Docling for: get your documents ready for gen AI. Pick MinerU for: transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
From GitHub data refreshed daily.
Doclingopen-source
Get your documents ready for gen AI
MinerUfree
Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
Metrics
| Docling | MinerU | |
|---|---|---|
| Stars | 68.3k | 81.0k |
| Star velocity /mo | 1.9k | 3.7k |
| Commits (90d) | 356 | 905 |
| Releases (6m) | 10 | 10 |
| Overall score | 0.8578595444921804 | 0.8909026784171507 |
Pros
- +Advanced PDF understanding with layout analysis, table structure recognition, and reading order detection
- +Supports wide variety of document formats including office documents, images, audio, and markup languages
- +Unified DoclingDocument representation simplifies integration with AI workflows and downstream processing
- +专门针对 LLM 优化的输出格式,确保转换后的 Markdown/JSON 能够被 AI 模型高质量理解和处理
- +支持复杂 PDF 文档的结构化解析,保持表格、图像和文本布局的完整性
- +提供 Python SDK 和 Web 应用双重接口,既适合程序化集成也支持交互式使用
Cons
- -Processing complex documents with advanced features may require significant computational resources
- -主要专注于 PDF 处理,对其他文档格式的支持可能有限
- -复杂文档的处理质量可能依赖于原始文档的质量和结构清晰度
- -大规模批量处理时可能需要考虑计算资源和处理时间的平衡
Use Cases
- •Converting research papers and technical documents into AI-ready formats for RAG applications
- •Extracting structured data from business documents like invoices, contracts, and reports for automation
- •Preparing diverse document collections for training or fine-tuning language models
- •构建 RAG(检索增强生成)系统时,将企业内部 PDF 文档转换为向量数据库可索引的格式
- •为 AI 代理开发智能文档分析功能,自动提取和结构化合同、报告中的关键信息
- •建立知识管理系统,将历史文档资料转换为可搜索和可查询的结构化数据
FAQ
- Which is more popular, Docling or MinerU?
- MinerU has more GitHub stars (80,986 vs 68,298).
- Which is more actively developed, Docling or MinerU?
- MinerU had more commits in the last 90 days (905 vs 356).
- Should I use Docling or MinerU?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.