Autonomous AI software engineer that ships PRs end-to-end.
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Factory AI vs LangGraphwhich AI code agent should you pick in 2026?
Autonomous "Droid" agent for end-to-end engineering with native AGENTS.md support.
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Factory AI vs LangGraph — specs
| Spec | Factory AI | LangGraph |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 68 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Subscription · from $40 | Free · OSS |
| Open source | No | Yes |
| Capabilities | Code, Tool use, Memory, Multi-agent | Multi-agent, Tool use, Memory |
| Integrations | 4 apps | 3 apps |
| Verified | — | Verified |
| Released | Oct 2025 | Jun 2024 |
Agent Rank breakdown
Factory AI
Agent Rank
75/ 100
- Autonomy
- 9
- Capabilities
- 8
- Integrations
- 8
- Pricing
- 7
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
LangGraph
Agent Rank
68/ 100
- Autonomy
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing
- 10
- Polish
- 7
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Factory AI
Pros
- +True end-to-end autonomy — Droid agent ships complete features without hand-holding
- +Native AGENTS.md adopter — fits modern repo conventions out of the box
- +Multi-agent coordination across linked repos for cross-service changes
Cons
- −Token-based pricing can spike on large refactors
- −Zed-first; JetBrains support newer, VS Code on roadmap
- −Less mature than Devin for very long-running autonomous sessions
LangGraph
Pricing
Factory AI
Standard
$40/mo
Individuals
- +Droid autonomous agent
- +Zed + JetBrains
- +5M Standard Tokens/mo
Recommended
Pro
$200/mo
Engineering teams
- +Unlimited Droids
- +50M tokens/mo
- +Multi-agent coordination
Enterprise
Custom
Large orgs
- +Custom token volume
- +SSO + audit
- +Dedicated support
LangGraph
Which one should you pick?
Factory AI
Pick Factory AI if its specific capabilities (Code, Tool use) match what you need.
Try Factory AI →LangGraph
Pick LangGraph if cost is the main constraint or if auditability or self-hosting matters.
Try LangGraph →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Factory AI or LangGraph in 2026?+
Pick Factory AI if its specific capabilities (Code, Tool use) match what you need. Pick LangGraph if cost is the main constraint or if auditability or self-hosting matters. Most working teams running both can use Factory AI for primary work and LangGraph for the workflows where its specific strengths matter.
What's the price difference between Factory AI and LangGraph?+
Factory AI starts at Subscription · from $40; LangGraph starts at Free · OSS. LangGraph is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Factory AI or LangGraph?+
Both Factory AI and LangGraph 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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