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.