Comparison
allenact vs redtail
Verdict
Pick allenact if allenAct is an open-source framework targeted at Embodied-AI research. It emphasizes capabilities in reinforcement learning and deep learning through Python programming; 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 · allenact alternatives · redtail alternatives
GraphCanon updated 3w
vs
Trust & integrity
| Signal | allenact | redtail |
|---|---|---|
| Maintenance | Steady (73d 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 | Published findings 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
- allenact
- An open source framework for research in Embodied-AI from AI2
- redtail
- Perception and AI components for autonomous mobile robotics.
Stars
- allenact
- 382
- redtail
- 1.0k
Forks
- allenact
- 59
- redtail
- 340
Open issues
- allenact
- 58
- redtail
- 48
Language
- allenact
- Python
- redtail
- C++
Adopt for
- allenact
- AllenAct is an open-source framework targeted at Embodied-AI research. It emphasizes capabilities in reinforcement learning and deep learning through Python programming.
- redtail
- Redtail project by NVIDIA offers autonomous visual navigation components for drones and ground vehicles using deep learning on Jetson platforms.
Persona
- allenact
- -
- redtail
- -
Runtime
- allenact
- -
- redtail
- -
License
- allenact
- Other
- redtail
- BSD-3-Clause
Last pushed
- allenact
- May 19, 2026
- redtail
- Nov 17, 2020
Categories
- allenact
- AI Agents, Model Training
- redtail
- Computer Vision, Model Training
Trust and health
Maintenance
- allenact
- Steady (60%)
- redtail
- Dormant (18%)
Days since push
- allenact
- 73d
- redtail
- 2081d
Open issues (now)
- allenact
- 58
- redtail
- 48
OSV dependency advisories
- allenact
- Published findings
- redtail
- No lockfile (source not queried)
Full report
- allenact
- Trust report
- redtail
- Trust report
Choose allenact if…
- allenact is primarily Python; redtail is C++.
- License: allenact is Other, redtail is BSD-3-Clause.
- Tags unique to allenact: ai2, python, reinforcement-learning, research.
- Also covers AI Agents.
- When conducting research with embodied agents where the focus is on reinforcement learning and deep learning.
When NOT to use allenact
- For projects needing general-purpose machine learning capabilities unrelated to embodied agents or environments requiring minimal interaction with physical contexts.
- If your project does not align with Python-based development, as AllenAct heavily depends on this language for its functionalities.
Choose redtail if…
- redtail is primarily C++; allenact is Python.
- License: redtail is BSD-3-Clause, allenact is Other.
- Tags unique to redtail: artificial-intelligence, drones, jetson, robotics.
- Also covers Computer Vision.
- 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 (allenai/allenact) · observed Aug 1, 2026
- GitHub forks (allenai/allenact) · observed Aug 1, 2026
- Last push (allenai/allenact) · observed May 19, 2026
- License file (Other) · observed Aug 1, 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: allenact 382 · redtail 1.0k (synced Aug 1, 2026).
Common questions
- What is the difference between allenact and redtail?
- allenact: An open source framework for research in Embodied-AI from AI2. redtail: Perception and AI components for autonomous mobile robotics.. See the comparison table for live GitHub stats and shared categories.
- When should I choose allenact over redtail?
- Choose allenact over redtail when allenact is primarily Python; redtail is C++; License: allenact is Other, redtail is BSD-3-Clause; Tags unique to allenact: ai2, python, reinforcement-learning, research; Also covers AI Agents; When conducting research with embodied agents where the focus is on reinforcement learning and deep learning.
- When should I choose redtail over allenact?
- Choose redtail over allenact when redtail is primarily C++; allenact is Python; License: redtail is BSD-3-Clause, allenact is Other; Tags unique to redtail: artificial-intelligence, drones, jetson, robotics; Also covers Computer Vision; For developers working withJetson embedded systems aiming to deploy advanced perception systems in unstructured environments.
- When should I avoid allenact?
- For projects needing general-purpose machine learning capabilities unrelated to embodied agents or environments requiring minimal interaction with physical contexts. If your project does not align with Python-based development, as AllenAct heavily depends on this language for its functionalities.
- 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 allenact or redtail more popular on GitHub?
- redtail has more GitHub stars (1,046 vs 382). Stars measure visibility, not whether either tool fits your constraints.
- Are allenact and redtail open source?
- Yes - both are open-source projects on GitHub (allenact: Other, redtail: BSD-3-Clause).
- Where can I find alternatives to allenact or redtail?
- GraphCanon lists graph-backed alternatives at allenact alternatives and redtail alternatives (allenact 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, allenact or redtail?
- allenact: 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 allenact and redtail?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: allenact trust report; redtail trust report.