AgentScope vs LangGraph
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
AgentScope
Alibaba's open agent framework built for transparency, not black boxes
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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 | Freemium |
| Free tier | — | — |
| Paid from | — | — |
| Has API | ✓ | ✓ |
| Open source | ✓ | ✓ |
| Free to use | ✓ | ✓ |
| Users | — | — |
| Founded | — | — |
| Maker | — | — |
| Verdict | AgentScope earns its 'you can see, understand and trust' tagline: prompts, tool calls, memory and the full reasoning-acting loop are inspectable rather than hidden behind framework magic, which matters once an agent misb... |
LangGraph has genuine production mileage that most agent frameworks can only cite in a blog post: Klarna's customer-support assistant runs on it at 85 million users, Replit Agent's multi-step app-building flow is built o... |
| 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.