Lemma vs ZCode
A side-by-side comparison of features, pricing, and characteristics.
Lemma
Lemma enables AI agents to continuously improve from production data and user feedback.
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 | Lemma | ZCode |
|---|---|---|
| Pricing type | From $49/mo | Free + paid (from $18/mo) |
| Korean support | No | No |
| Platforms | Web, API | macOS, Windows, Linux |
| Open source | No | No |
| API available | - | - |
| SDK | - | - |
| LLM-based | - | Yes |
| Multimodal | - | - |
| AI model | - | GLM |
| GitHub Stars | - | - |
| Vendor | Lemma | Z.AI Co., Ltd. |
| Category | Developer Tools | Developer Tools |
| Details | View | View |
Lemma key features
- Monitor agent behavior and failures in production
- Automatically generate optimized prompt candidates
- Deliver improvements via API or pull request
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