LangGraph
Graph-based framework and managed platform for long-running, durable agents.
Full LangGraph record →Head to head
LangGraph vs AutoGLM
LangGraph (LangChain) and AutoGLM (Zhipu AI) both sit in Agents & Automation. LangGraph is the cheaper entry point at LangGraph is a free, open-source library under the MIT license.. AutoGLM shipped more tracked changes in the last 30 days (7 vs 6). Every value below comes from the latest crawl of the vendors' own pages.
| Attribute | LangGraph LangChain | AutoGLM Zhipu AI |
|---|---|---|
| Segment | Agents & Automation | Agents & Automation |
| Version | LangGraph | GLM-5.3 |
| Entry cost | LangGraph is a free, open-source library under the MIT license. | from $18/mo |
| Pricing tiers | Open Source / Free free | GLM Coding Plan $18 |
| Model stack | any model provider · Model-agnostic | AutoGLM-Phone-Multilingual · CogVideoX-3 · GLM-4.6V · GLM-4.7 · GLM-5.2 · GLM-5.3 · GLM-5.3-Flash · GLM-ASR-2512 · GLM-Image · GLM-OCR |
| Context window | — | 200K tokens |
| Public API | ||
| Routes models | ||
| Changes / 30d | 6 | 7 |
| Origin | United States | China |
| Capabilities | Durable execution, Human-in-the-loop, Checkpointing, Managed deployment, Agent Orchestration, Stateful multi-actor applications, Human-in-the-loop controls, Built-in memory | Phone app control, Browser automation, Task replay, Scheduled tasks, Vision Language Models, Multilingual, multimodal, api |
AutoGLM
Zhipu's agent operates Android apps and web pages directly rather than calling APIs.
Full AutoGLM record →