The verdict
Factory appears in 1 AI-ranked category.
Enterprise-first architecture that uses specialized "Droids" (Code, Test, Reliability) instead of a generic loop. It draws context from Jira/Linear, Slack, Sentry, and CI/CD to handle ticket-to-PR pipelines with strong governance. (NEAR-TIE WITH DEVIN: Devin wins on raw multi-tool capability, whereas Factory.ai is vastly superior for enterprise guardrails and team-level metrics).
Where Factory falls short, per the models
- Gemini Heavy enterprise-only entry barrier; tailored exclusively for large enterprise setups, requiring heavy upfront integration and configuration that makes it inaccessible for individuals or small startups.
Poll history — On this board 1 of 2 polls since Jul 13 — off it in the latest
#6 → –
Top alternatives per the models: GitHub Copilot Coding Agent · Devin · OpenAI Codex · Claude Code
Watch Factory
Boards re-poll weekly and the models change their minds. One short email only when Factory's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
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Factory ranks #7 for best background coding agent by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-background-coding-agent?utm_source=badge&utm_medium=embed&utm_campaign=badge-factory)<a href="https://modelsagree.com/best/best-background-coding-agent?utm_source=badge&utm_medium=embed&utm_campaign=badge-factory"><img src="https://modelsagree.com/badge/factory.svg" alt="Factory — ranked #7 for Best background coding agent by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology