Liftoff vs Codex
Codex speeds up one developer. Liftoff speeds up your whole company.
Better in Every Way
Simpler. Faster. More capable, more secure, and more flexible.
| Topic | Codex | Liftoff |
|---|---|---|
| What it is | Coding tool for developers | Cloud-hosted AI workforce platform |
| Core job | Change code in a repository | Run business functions with fleets of AI teams |
| Who it serves | One developer at a time | Anyone, from one person to a whole company |
| Setup | Technical: install the CLI and configure it per repository | Zero setup. Comes with pre-built AI teams for many business functions. Create AI teams with no code, just natural language |
| Collaboration | None, one developer per session | People and AI teams can collaborate together in real time on the same workflows with shared context |
| Memory | Basic memory | Every AI team remembers its own work, and nothing is lost company-wide |
| Self-improvement | None | Always learning and self-improving 24/7 |
| Governance | Set per machine, nothing shared across a company | Guardrails for what AI teams can access and what requires approval, access controls, audit logs, and undo capability |
| Integrations | MCP servers only | Connects with everything: apps and services, any MCP server, and a browser for apps with neither |
| Where it runs | Your machine, or OpenAI cloud | Liftoff cloud, always on, automating your work 24/7 |
| Security | Basic, you configure it yourself | Access controls, secure cloud sandboxes for AI teams, enterprise-grade infrastructure and security, isolated per customer |
| Maintenance | Do-it-yourself (DIY) | Zero maintenance, centralized console and analytics, and no lock-in to any AI provider |
| Pricing | From $8/month per person | From $20/month, unlimited AI teams and people in the same workspace |
Built to Operate Inside Real Companies
Liftoff is designed for businesses that need speed and autonomy without giving up oversight, boundaries, or accountability.
Clear Operating Boundaries
Decide what the system can do on its own, what requires approval, and what should escalate.
Human Review Where It Matters
Sensitive cases, exceptions, and low-confidence situations route to your team with context.
Full Operational Visibility
See what is moving, what is blocked, and where intervention is needed.
Continuous Improvement
AI teams learn from your business and your feedback to continuously improve.