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
CrewAI vs LangGraphwhich AI ops agent should you pick in 2026?
Open-source framework for orchestrating role-playing autonomous AI agents in collaborative crews.
Multi-agentTool useMemory
CrewAI vs LangGraph — specs
| Spec | CrewAI | LangGraph |
|---|---|---|
| Agent Rank | 70 / 100 (B) | 68 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Free · OSS | Free · OSS |
| Open source | Yes | Yes |
| Capabilities | Multi-agent, Tool use, Memory | Multi-agent, Tool use, Memory |
| Integrations | 4 apps | 3 apps |
| Verified | Verified | Verified |
| Released | Jan 2024 | Jun 2024 |
Agent Rank breakdown
CrewAI
Agent Rank
70/ 100
- 自律性
- 9
- 機能
- 6
- 連携
- 2
- 料金
- 10
- 完成度
- 8
- 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?
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?
Which one should you pick?
CrewAI
Pick CrewAI if its specific capabilities (Multi-agent, Tool use) match what you need.
Try CrewAI →LangGraph
Pick LangGraph if its specific capabilities (Multi-agent, Tool use) match what you need.
Try LangGraph →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick CrewAI or LangGraph in 2026?+
Pick CrewAI if its specific capabilities (Multi-agent, Tool use) match what you need. Pick LangGraph if its specific capabilities (Multi-agent, Tool use) match what you need. Most working teams running both can use CrewAI for primary work and LangGraph for the workflows where its specific strengths matter.
What's the price difference between CrewAI and LangGraph?+
Both CrewAI and LangGraph 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, CrewAI or LangGraph?+
Both CrewAI and LangGraph are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.
Readers comparing CrewAI and LangGraph also picked
Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
OpenAIの軽量 Multi-agent リファレンス実装 — ハンドオフとルーティンパターンを採用した教育向けツール。
マルチエージェントツール利用
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 CrewAI · alternatives to LangGraph
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