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 Free and open-source under MIT license.. LangGraph shipped more tracked changes in the last 30 days (5 vs 4). 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 | Open Source | GLM-5.3 |
| Entry cost | Free and open-source under MIT license. | from $18/mo |
| Pricing tiers | Open Source 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-5.3-FlashX · GLM-ASR-2512 · GLM-Image · GLM-OCR |
| Context window | — | 1000000 |
| Public API | ||
| Routes models | ||
| Changes / 30d | 5 | 4 |
| 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 →