Compare DevTools
Tongyi Lingma vs LangGraph
Tongyi Lingma vs LangGraph: compare pricing, use cases, AI models, integrations, privacy, governance and best fit by context.
Tongyi Lingma vs LangGraph : buying comparison
This comparison helps choose between Tongyi Lingma and LangGraph by pricing, use case, models, integration, privacy and governance.
Budget: Tongyi Lingma · Free edition. Rating: LangGraph · 4.6/5.
| Criteria | Tongyi Lingma | LangGraph |
|---|---|---|
| Price | Free edition | Open source / platform |
| Best for | Alibaba Cloud coding assistant for completion, chat and agentic edits | Building reliable stateful agents, multi-agent graphs and long-running workflows |
| Models | Lingma intelligent coding assistant and programming agent | State graphs, durable execution, streaming workflows, human-in-the-loop and agent orchestration |
| Privacy | Alibaba Cloud security, encryption and enterprise cloud controls | MIT open-source framework for local use; hosted platform and enterprise controls depend on LangSmith plan |
| Rating | 3.9/5 | 4.6/5 |
Frequently asked questions
Tongyi Lingma or LangGraph: which one should you choose?
Choose Tongyi Lingma if entry budget is the priority. Choose LangGraph if perceived maturity and overall rating matter more. The final test should still be based on your repository.
Do Tongyi Lingma and LangGraph cover the same need?
Not exactly. Compare the real workflow: IDE, terminal, governance, code review or app generation.
How can teams run a fair test?
Use the same ticket, same repository and same data constraints, then measure saved time, errors, diff quality and monthly cost.