# Devin vs Factory AI

> Side-by-side comparison of Devin (Cognition) and Factory AI (Factory): pricing, key features, ideal use cases and verdicts.

Source: https://ai.dosa.dev/compare/devin-vs-factory-ai · AI-Native IDEs · Updated 2026-10-01 · Published by dosa.dev

## Quick answer

Devin (Freemium) is best for well-defined, repetitive engineering tasks such as framework migrations, dependency upgrades, test coverage expansion, and CI failure triage. Factory AI (Paid) is best for enterprise software teams with mature CI/CD pipelines, strong code review cultures, and complex compliance requirements.

## Comparison table

| | [Devin](https://ai.dosa.dev/tools/devin) | [Factory AI](https://ai.dosa.dev/tools/factory-ai) |
|---|---|---|
| Company | Cognition | Factory |
| Category | AI-Native IDEs & Editors | AI-Native IDEs & Editors |
| Pricing | Freemium | Paid |
| Best for | Well-defined, repetitive engineering tasks such as framework migrations, dependency upgrades, test coverage expansion, and CI failure triage. | Enterprise software teams with mature CI/CD pipelines, strong code review cultures, and complex compliance requirements. |
| Not ideal for | Ambiguous feature design, high-level architectural decision-making, or fast-moving prototyping where tight human-in-the-loop feedback is required. | Small teams or individual developers seeking simple autocomplete tools, or organizations lacking robust testing and review infrastructure. |
| Verdict | Devin is a powerful tool for delegating tedious, well-scoped maintenance work, but it requires clear ticket specifications and careful human review of all output to avoid costly, unsupervised errors. | Factory AI is a powerful, enterprise-focused platform that excels at delegating complex, multi-step engineering tasks to autonomous agents, though it requires a disciplined team to manage and review its output effectively. |

## Key features

### Devin

- Autonomous multi-step task execution in a cloud sandbox
- Integration with GitHub, GitLab, Slack, Linear, and Jira
- Devin Desktop (formerly Windsurf) for local and cloud agent management
- Automated PR generation and CI failure resolution
- DeepWiki for repository documentation and system analysis

### Factory AI

- Autonomous Droids for end-to-end SDLC tasks
- Model-agnostic routing across frontier and open-weight models
- Persistent Droid Computers for background and long-running tasks
- Enterprise-grade security with SOC 2, GDPR, and on-premise deployment options
- Signals-based system for recursive self-improvement

## FAQ

### Is Devin or Factory AI free?

Devin is Freemium; Factory AI is Paid. Check each tool's detail page for full pricing breakdowns.

### Which should I choose, Devin or Factory AI?

Devin is best for Well-defined, repetitive engineering tasks such as framework migrations, dependency upgrades, test coverage expansion, and CI failure triage. Factory AI is best for Enterprise software teams with mature CI/CD pipelines, strong code review cultures, and complex compliance requirements.

### What is the main difference between Devin and Factory AI?

Devin (Cognition) is listed as AI-Native IDEs & Editors; Factory AI (Factory) is listed as AI-Native IDEs & Editors. Devin is an autonomous AI software engineer that operates in a cloud-based sandbox to plan, execute, and test complex engineering tasks. Unlike editor-based assistants, it functio… By contrast, Factory AI provides autonomous software engineering agents, known as Droids, that manage the full software development lifecycle from planning and coding to testing and deployment…

## Links

- Devin review: https://ai.dosa.dev/tools/devin
- Devin alternatives: https://ai.dosa.dev/tools/devin/alternatives
- Factory AI review: https://ai.dosa.dev/tools/factory-ai
- Factory AI alternatives: https://ai.dosa.dev/tools/factory-ai/alternatives