DeepEval vs ZCode
A side-by-side comparison of features, pricing, and characteristics.
ZCode
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 | DeepEval | ZCode |
|---|---|---|
| Pricing type | Free + paid (from $20/mo) | Free + paid (from $18/mo) |
| Korean support | Partial | No |
| Platforms | Web, API, CLI | macOS, Windows, Linux |
| Open source | Yes | No |
| API available | Available | - |
| SDK | Available | - |
| LLM-based | Yes | Yes |
| Multimodal | Yes | - |
| AI model | - | GLM |
| GitHub Stars | 18.1K | - |
| Vendor | Confident AI | Z.AI Co., Ltd. |
| Category | Developer Tools | Developer Tools |
| Details | View | View |
DeepEval key features
- 14+ LLM evaluation metrics
- Pytest-based testing
- Real-time monitoring dashboard
- Synthetic data generator
- Regression testing
- CI/CD integration
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