You need a compact control experiment
Inspect MuJoCo’s model description and programming APIs against the experiment you intend to run, including the specific contact and actuation behavior.
MuJoCo and Gazebo overlap in simulation but offer different abstractions and integration paths. This comparison frames the implementation decision; it does not claim one physics engine wins every workload.
google-deepmind · Publication date not disclosed · Source accessed 2026-09-28
Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.
Google DeepMind · Published 2026-09-22 · Source accessed 2026-09-28
Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied.
gazebosim · Publication date not disclosed · Source accessed 2026-09-28
Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.
Gazebo maintainers · Publication date not disclosed · Source accessed 2026-09-28
Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied.
On small screens, swipe the table horizontally. Each row carries its own source and review date.
| Decision dimension | MuJoCo Exact revision / scope 3.14.0 Primary specReviewed Sources 1MuJoCo 3.14.0 release Google DeepMind · Published 2026-09-22 · Source accessed 2026-09-28 Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied. | Gazebo Exact revision / scope Gazebo Sim 10 Jetty; gz-sim10_10.0.0 Primary specReviewed Sources 1Gazebo Sim 10 Jetty release Gazebo maintainers · Publication date not disclosed · Source accessed 2026-09-28 Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied. |
|---|---|---|
| Developer The developer identity does not establish a deployment relationship. | Google DeepMind and contributors Primary specReviewed Sources 1google-deepmind/mujoco official repository google-deepmind · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. | Gazebo and Open Robotics community Primary specReviewed Sources 1gazebosim/gz-sim official repository gazebosim · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. |
| Exact version Keep generations, checkpoints and software revisions separate. | 3.14.0 Primary specReviewed Sources 1MuJoCo 3.14.0 release Google DeepMind · Published 2026-09-22 · Source accessed 2026-09-28 Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied. | Gazebo Sim 10 Jetty; gz-sim10_10.0.0 Primary specReviewed Sources 1Gazebo Sim 10 Jetty release Gazebo maintainers · Publication date not disclosed · Source accessed 2026-09-28 Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied. |
| System or model type Choose alternatives that address the same decision. | Articulated-body physics engine Primary specReviewed Sources 1google-deepmind/mujoco official repository google-deepmind · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. | Robot simulation framework Primary specReviewed Sources 1gazebosim/gz-sim official repository gazebosim · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. |
| Access conditions Availability of a paper is distinct from access to a model or service. | Public code and platform binaries Primary specReviewed Sources 1google-deepmind/mujoco official repository google-deepmind · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. | Public gz-sim source and ecosystem packages Primary specReviewed Sources 1gazebosim/gz-sim official repository gazebosim · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. |
| License / reuse Code, checkpoints, datasets and assets can have different terms. | Apache-2.0 code; CC BY 4.0 documentation Primary specReviewed Sources 1google-deepmind/mujoco official repository google-deepmind · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. | Apache-2.0 gz-sim library Primary specReviewed Sources 1gazebosim/gz-sim official repository gazebosim · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. |
| Inputs Observation and scene formats determine integration work. | Mechanical models, controls and contact parameters Primary specReviewed Sources 1google-deepmind/mujoco official repository google-deepmind · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. | SDF worlds, models and plugins Primary specReviewed Sources 1gazebosim/gz-sim official repository gazebosim · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. |
| Outputs An action policy, image generator and simulator return different outputs. | Physics state and rendered observations Primary specReviewed Sources 1google-deepmind/mujoco official repository google-deepmind · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. | Physics, rendered sensors and transport messages Primary specReviewed Sources 1gazebosim/gz-sim official repository gazebosim · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. |
| Integrations Verify exact versions, interfaces and support responsibilities. | C API, Python bindings, Unity plugin and MJX Primary specReviewed Sources 1google-deepmind/mujoco official repository google-deepmind · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. | SDF models; Gazebo Physics, Rendering and Transport libraries Primary specReviewed Sources 1gazebosim/gz-sim official repository gazebosim · Publication date not disclosed · Source accessed 2026-09-28 Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets. |
| Compute Confirm requirements for the intended workload. | Not publicly disclosed | Not publicly disclosed |
These are evaluation paths, not a ranking. Verify the current terms and run a task-specific trial before committing.
Inspect MuJoCo’s model description and programming APIs against the experiment you intend to run, including the specific contact and actuation behavior.
Inspect Gazebo’s world, sensor and middleware configuration for the chosen release. Test the complete software connection to your robot application.
google-deepmind · Repository · Publication date not disclosed · Source accessed 2026-09-28
License: Apache-2.0 code; CC BY 4.0 documentation. Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.
Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.
Referenced by 5 records: Google DeepMind · What Is a World Model for Robotics? · Physical AI Stack Explained · Physical AI Market Map · MuJoCo
Google DeepMind · Official release · Published 2026-09-22 · Source accessed 2026-09-28
Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.
Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied.
Referenced by 1 record: MuJoCo
gazebosim · Repository · Publication date not disclosed · Source accessed 2026-09-28
License: Apache-2.0 library code. Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.
Official README inspected live. Repository code terms do not automatically cover model weights, data, or third-party assets.
Referenced by 1 record: Gazebo
Gazebo maintainers · Official release · Publication date not disclosed · Source accessed 2026-09-28
Factual summary and attribution only; no upstream prose, images, weights, or dataset redistributed.
Exact tag or commit inspected through official GitHub metadata; no local benchmark execution implied.
Referenced by 1 record: Gazebo