Microsoftのオープンソース Multi-agent フレームワーク — 専門化されたエージェント間の会話をオーケストレーションします。
マルチエージェントツール利用コード実行メモリ
LangGraph vs OpenAI Swarmwhich AI ops agent should you pick in 2026?
LangChain's stateful multi-agent framework — graph-based orchestration with persistence and human-in-the-loop.
Multi-agentTool useMemory
OpenAI's lightweight multi-agent reference implementation — handoff + routine patterns, educational.
Multi-agentTool use
LangGraph vs OpenAI Swarm — specs
| Spec | LangGraph | OpenAI Swarm |
|---|---|---|
| Agent Rank | 68 / 100 (B) | 65 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Free · OSS | Free · OSS |
| Open source | Yes | Yes |
| Capabilities | Multi-agent, Tool use, Memory | Multi-agent, Tool use |
| Integrations | 3 apps | 2 apps |
| Verified | Verified | Verified |
| Released | Jun 2024 | Oct 2024 |
Agent Rank breakdown
LangGraph
Agent Rank
68/ 100
- 自律性
- 9
- 機能
- 6
- 連携
- 2
- 料金
- 10
- 完成度
- 7
- 検証性
- 7
自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?
OpenAI Swarm
Agent Rank
65/ 100
- 自律性
- 9
- 機能
- 4
- 連携
- 2
- 料金
- 10
- 完成度
- 7
- 検証性
- 7
自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?
Which one should you pick?
LangGraph
Pick LangGraph if its specific capabilities (Multi-agent, Tool use) match what you need.
Try LangGraph →OpenAI Swarm
Pick OpenAI Swarm if its specific capabilities (Multi-agent, Tool use) match what you need.
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Frequently asked
Should I pick LangGraph or OpenAI Swarm in 2026?+
Pick LangGraph if its specific capabilities (Multi-agent, Tool use) match what you need. Pick OpenAI Swarm if its specific capabilities (Multi-agent, Tool use) match what you need. Most working teams running both can use LangGraph for primary work and OpenAI Swarm for the workflows where its specific strengths matter.
What's the price difference between LangGraph and OpenAI Swarm?+
Both LangGraph and OpenAI Swarm start in the same pricing range (Free · OSS vs Free · OSS). Total cost of ownership depends on your team size and volume — see the TCO calculator for your specific math.
Which is more autonomous, LangGraph or OpenAI Swarm?+
Both LangGraph and OpenAI Swarm are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.
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Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
役割ベースの自律AIエージェントを協調チームとしてオーケストレーションするオープンソースフレームワーク。
マルチエージェントツール利用メモリDemo · hover to playファーストクラスのAIエージェントノードを備えたオープンソースの workflow 自動化 — セルフホストまたはクラウドで利用可能。
ツール利用メモリマルチエージェントDemo · hover to play
See more alternatives: alternatives to LangGraph · alternatives to OpenAI Swarm
Want the real monthly cost at your volume? Run the TCO calculator →
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