Comparison
habitat-lab vs redtail
Verdict
Pick habitat-lab if habitat-Lab is a Python library for training embodied AI agents in virtual environments through deep and reinforcement learning techniques; pick redtail if redtail project by NVIDIA offers autonomous visual navigation components for drones and ground vehicles using deep learning on Jetson platforms.
Markdown twin · habitat-lab alternatives · redtail alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | habitat-lab | redtail |
|---|---|---|
| Maintenance | Steady (84d since push) As of 3w · github_public_v1 | Dormant (2081d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · github_public_v1 | Not a fork · Organization account As of 3w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- habitat-lab
- A modular high-level library to train embodied AI agents
- redtail
- Perception and AI components for autonomous mobile robotics.
Stars
- habitat-lab
- 3.1k
- redtail
- 1.0k
Forks
- habitat-lab
- 684
- redtail
- 340
Open issues
- habitat-lab
- 388
- redtail
- 48
Language
- habitat-lab
- Python
- redtail
- C++
Adopt for
- habitat-lab
- Habitat-Lab is a Python library for training embodied AI agents in virtual environments through deep and reinforcement learning techniques.
- redtail
- Redtail project by NVIDIA offers autonomous visual navigation components for drones and ground vehicles using deep learning on Jetson platforms.
Persona
- habitat-lab
- -
- redtail
- -
Runtime
- habitat-lab
- -
- redtail
- -
License
- habitat-lab
- MIT
- redtail
- BSD-3-Clause
Last pushed
- habitat-lab
- May 7, 2026
- redtail
- Nov 17, 2020
Categories
- habitat-lab
- AI Agents, Computer Vision
- redtail
- Computer Vision, Model Training
Trust and health
Maintenance
- habitat-lab
- Steady (60%)
- redtail
- Dormant (18%)
Days since push
- habitat-lab
- 84d
- redtail
- 2081d
Open issues (now)
- habitat-lab
- 388
- redtail
- 48
Full report
- habitat-lab
- Trust report
- redtail
- Trust report
Choose habitat-lab if…
- habitat-lab is primarily Python; redtail is C++.
- License: habitat-lab is MIT, redtail is BSD-3-Clause.
- Requirements: Min 8 GB RAM; Requires Docker; Python >=3.9 is required along with cmake>=3.14 for installation; For users working on machines equipped with NVIDIA GPUs, nvidia-docker installation is necessary to run the provided Docker containers.
- Tags unique to habitat-lab: reinforcement-learning, research, sim2real, simulator.
- Also covers AI Agents.
- habitat-lab ships Docker support for self-hosted deployment.
- Use Habitat-Lab when your project requires the simulation of complex environments for embodied AI tasks, such as navigation and interaction with objects
When NOT to use habitat-lab
- Avoid Habitat-Lab if the computational resources required for running the simulations exceed what is available or feasible in terms of cost
- Do not use Habitat-Lab when the project is solely focused on real-world data and does not necessitate virtual training environments, as setting up such a library might add unnecessary complexity
Choose redtail if…
- redtail is primarily C++; habitat-lab is Python.
- License: redtail is BSD-3-Clause, habitat-lab is MIT.
- Tags unique to redtail: artificial-intelligence, drones, jetson.
- Also covers Model Training.
- For developers working withJetson embedded systems aiming to deploy advanced perception systems in unstructured environments
When NOT to use redtail
- If you do not have access to Jetson hardware as the project is tightly integrated with this specific platform
- For robotics applications that demand constant updates and new features since Redtail development has ceased
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (facebookresearch/habitat-lab) · observed Jul 31, 2026
- GitHub forks (facebookresearch/habitat-lab) · observed Jul 31, 2026
- Last push (facebookresearch/habitat-lab) · observed May 7, 2026
- License file (MIT) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (NVIDIA-AI-IOT/redtail) · observed Jul 31, 2026
- GitHub forks (NVIDIA-AI-IOT/redtail) · observed Jul 31, 2026
- Last push (NVIDIA-AI-IOT/redtail) · observed Nov 17, 2020
- License file (BSD-3-Clause) · observed Jul 31, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: habitat-lab 3.1k · redtail 1.0k (synced Jul 31, 2026).
Common questions
- What is the difference between habitat-lab and redtail?
- habitat-lab: A modular high-level library to train embodied AI agents. redtail: Perception and AI components for autonomous mobile robotics.. See the comparison table for live GitHub stats and shared categories.
- When should I choose habitat-lab over redtail?
- Choose habitat-lab over redtail when habitat-lab is primarily Python; redtail is C++; License: habitat-lab is MIT, redtail is BSD-3-Clause; Requirements: Min 8 GB RAM; Requires Docker; Python >=3.9 is required along with cmake>=3.14 for installation; For users working on machines equipped with NVIDIA GPUs, nvidia-docker installation is necessary to run the provided Docker containers; Tags unique to habitat-lab: reinforcement-learning, research, sim2real, simulator; Also covers AI Agents; habitat-lab ships Docker support for self-hosted deployment; Use Habitat-Lab when your project requires the simulation of complex environments for embodied AI tasks, such as navigation and interaction with objects.
- When should I choose redtail over habitat-lab?
- Choose redtail over habitat-lab when redtail is primarily C++; habitat-lab is Python; License: redtail is BSD-3-Clause, habitat-lab is MIT; Tags unique to redtail: artificial-intelligence, drones, jetson; Also covers Model Training; For developers working withJetson embedded systems aiming to deploy advanced perception systems in unstructured environments.
- When should I avoid habitat-lab?
- Avoid Habitat-Lab if the computational resources required for running the simulations exceed what is available or feasible in terms of cost Do not use Habitat-Lab when the project is solely focused on real-world data and does not necessitate virtual training environments, as setting up such a library might add unnecessary complexity
- When should I avoid redtail?
- If you do not have access to Jetson hardware as the project is tightly integrated with this specific platform For robotics applications that demand constant updates and new features since Redtail development has ceased
- Is habitat-lab or redtail more popular on GitHub?
- habitat-lab has more GitHub stars (3,082 vs 1,046). Stars measure visibility, not whether either tool fits your constraints.
- Are habitat-lab and redtail open source?
- Yes - both are open-source projects on GitHub (habitat-lab: MIT, redtail: BSD-3-Clause).
- Where can I find alternatives to habitat-lab or redtail?
- GraphCanon lists graph-backed alternatives at habitat-lab alternatives and redtail alternatives (habitat-lab markdown twin, redtail markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, habitat-lab or redtail?
- habitat-lab: Steady. redtail: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for habitat-lab and redtail?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: habitat-lab trust report; redtail trust report.