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

DoclingMinerU
Stars68.3k81.0k
Star velocity /mo1.9k3.7k
Commits (90d)356905
Releases (6m)1010
Overall score0.85785954449218040.8909026784171507

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.