Cosine vs Factory
A side-by-side comparison of capabilities, autonomy, integrations, and pricing to help you choose.
Short answer: choose Cosine if you want agentic ai software engineer producing reviewable, controlled code (Supervised agent, subscription); choose Factory if you want agent-native software development platform with autonomous coding droids (Supervised agent, subscription).
| Cosine | Factory | |
|---|---|---|
| What it is | Agentic AI software engineer producing reviewable, controlled code | Agent-native software development platform with autonomous coding Droids |
| Type | agent | platform |
| Autonomy | Supervised agent | Supervised agent |
| Pricing | subscription · $19/mo (Starter) | subscription · $20/mo (Pro) |
| Best for | developers, enterprise | developers, enterprise, mid-market |
| Deployment | saas, self-hosted | saas, api, self-hosted, on-prem |
| Modalities | text, code | text, code, browser |
| Models | proprietary | model-agnostic, claude, gpt, gemini |
| Protocols | rest-api | mcp, function-calling |
| Integrations | GitHub, Jira, Linear, Slack, VS Code | GitHub, GitLab, Jira, Linear, Slack, VS Code |
| Capabilities | 4 documented | 4 documented |
Cosine
- +Built for review and control: a diff-plus-evidence handoff fits real merge workflows
- +Proprietary, purpose-trained model rather than a thin wrapper
- +Multi-surface (CLI, desktop, cloud) with async parallel execution
- -"Fully agentic" branding oversells reality; output needs human review and merge
- -Headline SWE-bench scores are company-reported and never appeared on the official leaderboard
Factory
- +Model-agnostic with no lock-in (Claude, GPT, Gemini per task)
- +Strong enterprise deployment story: on-prem, air-gapped, SSO, SCIM, audit logging, zero-data-retention
- +Whole-repo primitives plus headless CI/CD automation via Droid Exec
- -Autonomy is marketing-forward but supervised in practice; you review every modification before it touches the codebase
- -Efficiency metrics are company-reported with no public methodology
Which should you choose?
Cosine is agentic ai software engineer producing reviewable, controlled code, best for developers, enterprise. Factory is agent-native software development platform with autonomous coding droids, best for developers, enterprise, mid-market. The right choice depends on the autonomy level you want, your existing integrations, and your budget, all compared above.
This comparison is generated from the sourced Cosine and Factory profiles. Open either profile to review its evidence and last-reviewed date.