RagFlow vs ZCode
A side-by-side comparison of features, pricing, and characteristics.
RagFlow
RagFlow is an open-source RAG engine based on deep document understanding.
Read the full reviewZCode
An agentic development environment (ADE) desktop app by Z.ai built for planning, coding, reviewing, and deploying software powered by GLM-5.2.
Read the full review| Attribute | RagFlow | ZCode |
|---|---|---|
| Pricing type | Free + paid | Free + paid (from $18/mo) |
| Korean support | Official | No |
| Platforms | Web, Docker, API | macOS, Windows, Linux |
| Open source | Yes | No |
| API available | Available | - |
| SDK | Available | - |
| LLM-based | Yes | Yes |
| Multimodal | Yes | - |
| AI model | - | GLM |
| GitHub Stars | 90.1K | - |
| Vendor | Infiniflow | Z.AI Co., Ltd. |
| Category | Developer Tools | Developer Tools |
| Details | View | View |
RagFlow key features
- Deep Document Understanding parsing
- Visual workflow orchestration
- Template-based chunking
- Hybrid search (Full-text & Vector)
- Citation and traceability
- Multi-LLM support
ZCode key features
- Goal-based task management for long-horizon planning and execution
- Deep integration with GLM-5.2 reasoning and coding model
- Multi-agent orchestration and coordination for development workflows
- Mobile remote control via WeChat and Telegram
- Built-in terminal, version control, and MCP support