LangSmith vs ZCode
A side-by-side comparison of features, pricing, and characteristics.
LangSmith
LangSmith is a unified DevOps platform for LLM applications, enabling developers to debug, test, evaluate, and monitor their AI chains and agents.
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 | LangSmith | ZCode |
|---|---|---|
| Pricing type | Free + paid (from $39/mo) | Free + paid (from $18/mo) |
| Korean support | Yes | No |
| Platforms | Web, API, SDK | macOS, Windows, Linux |
| Open source | No | No |
| API available | Available | - |
| SDK | Available | - |
| LLM-based | Yes | Yes |
| Multimodal | Yes | - |
| AI model | - | GLM |
| GitHub Stars | - | - |
| Vendor | LangChain Inc. | Z.AI Co., Ltd. |
| Category | Developer Tools | Developer Tools |
| Details | View | View |
LangSmith key features
- Distributed Tracing & Debugging
- Automated Evaluation Framework
- Prompt Playground & Versioning
- Dataset Management
- Real-time Production Monitoring
- Insights Agent for Failure Analysis
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