Ragas vs ZCode
A side-by-side comparison of features, pricing, and characteristics.
Ragas
Ragas is an open-source framework for evaluating Retrieval Augmented Generation (RAG) pipelines.
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 | Ragas | ZCode |
|---|---|---|
| Pricing type | Free + paid | Free + paid (from $18/mo) |
| Korean support | No | No |
| Platforms | API, CLI | macOS, Windows, Linux |
| Open source | Yes | No |
| API available | Available | - |
| SDK | Available | - |
| LLM-based | Yes | Yes |
| Multimodal | - | - |
| AI model | - | GLM |
| GitHub Stars | 15.6K | - |
| Vendor | Exploding Gradients | Z.AI Co., Ltd. |
| Category | Developer Tools | Developer Tools |
| Details | View | View |
Ragas key features
- RAG-specific metrics
- Synthetic test data generation
- LLM-as-a-judge evaluation
- Integration with LangChain/LlamaIndex
- Component-wise evaluation
- Custom metric 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