AgentScope vs LangGraph
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
AgentScope
Alibaba Tongyi Lab's open-source framework for multi-agent application...
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LangGraph
Open-source graph framework for durable, stateful AI agents
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| RECATOOLS Score | 7 / 10 | 8.3 / 10 |
| Capability | ||
| Value for money | ||
| Ease of use | ||
| ASEAN readiness | ||
| API quality | ||
| Pricing | Open Source | Open Source |
| Free tier | Free and open source under Apache-2.0; self-host at no cost | LangGraph library is MIT-licensed and free; LangSmith Developer plan: 1 seat, 5k base traces a month, community support (no managed deployment) |
| Paid from | — | $39/seat/mo (LangSmith Plus, includes deployment) |
| Has API | ✓ | ✓ |
| Open source | ✓ | ✓ |
| Free to use | ✓ | ✓ |
| Users | — | — |
| Founded | 2024 | 2024 |
| Maker | Alibaba Group (Tongyi Lab) | LangChain |
| Verdict | AgentScope 2.0 is one of the most complete open multi-agent stacks: an agent service with web UI and multi-tenancy, agent teams, RAG, MCP, many sandbox backends and realtime voice, all model-agnostic and Apache-licensed.... |
LangGraph is the framework to reach for when an agent needs real control flow: explicit state, branching, loops, multi-agent hand-offs, checkpoints that survive failures and human approval steps, in Python or JavaScript,... |
| Full review → | Full review → |
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Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.