MuJoCo vs 
Habitat
MuJoCo vs Habitat compared for 2026 — features, license, ease of use, performance and which one to choose. The physics engine most robotics research runs on vs Train agents to act in photorealistic homes.
Updated regularly · curated by OpenSourceAI.tech
MuJoCo vs Habitat at a glance
| Spec | MuJoCo | Habitat |
|---|---|---|
| Category | Robotics & embodied AI | Robotics & embodied AI |
| Type | Physics simulator | Embodied AI simulator |
| License | Apache-2.0 | MIT |
| Runs locally | Yes | Yes |
| Primary language | C++ | Python |
| Ease of use | Intermediate | Intermediate |
| Best for | training control policies before touching real hardware | embodied AI research on navigation and household tasks |
| GitHub stars | 14.2k | 3.1k |
How MuJoCo and Habitat score
| Criterion | MuJoCo | Habitat |
|---|---|---|
| Popularity | 3.0 | 2.5 |
| Maintenance | 5.0 | 4.5 |
| Ease of use | 3.5 | 3.5 |
| Privacy | 5.0 | 5.0 |
| License freedom | 5.0 | 5.0 |
Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.
What each one is
MuJoCo
MuJoCo simulates contact-rich dynamics fast and accurately. DeepMind open-sourced it, and it is now the default for reinforcement learning on robots.
- Accurate contact dynamics at very high speed
- Free since DeepMind released it
- The de-facto standard in RL papers
Habitat
Habitat simulates indoor environments at thousands of frames per second so agents can learn navigation and object manipulation from vision.
- Extremely fast photorealistic simulation
- Large library of scanned real homes
- The standard benchmark for embodied navigation
Key differences
MuJoCo is physics simulator, while Habitat is embodied AI simulator. Their licenses differ (Apache-2.0 vs MIT), which matters if you ship a commercial product. In short, MuJoCo fits training control policies before touching real hardware, and Habitat fits embodied AI research on navigation and household tasks.
Which should you choose?
Choose MuJoCo for training control policies before touching real hardware. Choose Habitat for embodied AI research on navigation and household tasks.
There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.
Frequently asked questions
Is MuJoCo or Habitat easier to use?
Both sit at a similar level (Intermediate). Your choice should come down to fit rather than difficulty.
Are MuJoCo and Habitat free?
MuJoCo is free and open source (Apache-2.0), and Habitat is free and open source (MIT). Neither charges for the core software.
Can I run MuJoCo and Habitat locally?
MuJoCo: yes · Habitat: yes. Both can be used without sending your data to a third-party cloud where their setup allows.
MuJoCo vs Habitat — which should I pick in 2026?
Choose MuJoCo for training control policies before touching real hardware. Choose Habitat for embodied AI research on navigation and household tasks.
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