Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
Multi-agentTool useCodeMemory
LangGraph vs n8n Agentswhich 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
Open-source workflow automation with first-class AI agent nodes — self-host or use cloud.
Tool useMemoryMulti-agent
LangGraph vs n8n Agents — specs
| Spec | LangGraph | n8n Agents |
|---|---|---|
| Agent Rank | 68 / 100 (B) | 87 / 100 (S) |
| Autonomy | Autonomous | Semi-autonomous |
| Pricing | Free · OSS | Free · OSS |
| Open source | Yes | Yes |
| Capabilities | Multi-agent, Tool use, Memory | Tool use, Memory, Multi-agent |
| Integrations | 3 apps | 6 apps |
| Verified | Verified | Verified |
| Released | Jun 2024 | Feb 2025 |
Agent Rank breakdown
LangGraph
Agent Rank
68/ 100
- Autonomy fit
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 10
- Polish & maturity
- 7
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
n8n Agents
Agent Rank
87/ 100
- Autonomy fit
- 8
- Capabilities
- 6
- Integrations
- 10
- Pricing value
- 10
- Polish & maturity
- 8
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
LangGraph
n8n Agents
Pros
- +Strongest OSS workflow automation in 2026 — production-ready at any scale
- +Self-host keeps proprietary data on your infra
- +Multi-agent + AI agent nodes are first-class, not bolted on
Cons
- −Steeper learning curve than Zapier
- −Cloud pricing is competitive but self-host operational overhead is real
- −Community support primary; commercial SLA is paid tier
Pricing
LangGraph
n8n Agents
Open source
Free
Self-host
- +Apache-2.0 fair-use license
- +Unlimited workflows
- +Full agent node support
Recommended
Cloud Starter
$20/mo
Small teams
- +Hosted runtime
- +Active workflows
- +BYO LLM key supported
Cloud Pro
$50/mo
Heavier use
- +10K executions/mo
- +Multi-user
- +Workflow versioning
Which one should you pick?
LangGraph
Pick LangGraph if you want the highest autonomy and the verification loop is in place.
Try LangGraph →n8n Agents
Pick n8n Agents if your stack spans many tools and integration depth is the constraint.
Try n8n Agents →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick LangGraph or n8n Agents in 2026?+
Pick LangGraph if you want the highest autonomy and the verification loop is in place. Pick n8n Agents if your stack spans many tools and integration depth is the constraint. Most working teams running both can use LangGraph for primary work and n8n Agents for the workflows where its specific strengths matter.
What's the price difference between LangGraph and n8n Agents?+
Both LangGraph and n8n Agents 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 n8n Agents?+
LangGraph is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
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See more alternatives: alternatives to LangGraph · alternatives to n8n Agents
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