--- title: "allenact vs redtail" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/allenai-allenact-vs-nvidia-ai-iot-redtail" tools: ["allenai-allenact", "nvidia-ai-iot-redtail"] --- # allenact vs redtail *GraphCanon updated Aug 1, 2026* ## 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. [allenact](https://www.allenact.org) reports 382 GitHub stars, 59 forks, and 58 open issues, last pushed May 19, 2026. [redtail](https://github.com/NVIDIA-AI-IOT/redtail) has 1.0k stars, 340 forks, and 48 open issues, last pushed Nov 17, 2020. Figures are from public GitHub metadata via [allenact's repository](https://github.com/allenai/allenact) and [redtail's repository](https://github.com/NVIDIA-AI-IOT/redtail). | | [allenact](/tools/allenai-allenact.md) | [redtail](/tools/nvidia-ai-iot-redtail.md) | | --- | --- | --- | | Tagline | An open source framework for research in Embodied-AI from AI2 | Perception and AI components for autonomous mobile robotics. | | Stars | 382 | 1,046 | | Forks | 59 | 340 | | Open issues | 58 | 48 | | Language | Python | C++ | | Adopt for | AllenAct is an open-source framework targeted at Embodied-AI research. It emphasizes capabilities in reinforcement learning and deep learning through Python programming. | Redtail project by NVIDIA offers autonomous visual navigation components for drones and ground vehicles using deep learning on Jetson platforms. | | Persona | - | - | | Runtime | - | - | | License | Other | BSD-3-Clause | | Categories | AI Agents, Model Training | Computer Vision, Model Training | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [allenact](/tools/allenai-allenact.md) | [redtail](/tools/nvidia-ai-iot-redtail.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Dormant (18%) | | Days since push | 73d | 2081d | | Open issues (now) | 58 | 48 | | Full report | [trust report](/tools/allenai-allenact/trust.md) | [trust report](/tools/nvidia-ai-iot-redtail/trust.md) | ## Decision facts: allenact - **Adopt for:** AllenAct is an open-source framework targeted at Embodied-AI research. It emphasizes capabilities in reinforcement learning and deep learning through Python programming. ## Decision facts: redtail - **Adopt for:** Redtail project by NVIDIA offers autonomous visual navigation components for drones and ground vehicles using deep learning on Jetson platforms. ## Choose when ### 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. ### 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 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 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 ## 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](/tools/allenai-allenact/alternatives) and [redtail alternatives](/tools/nvidia-ai-iot-redtail/alternatives) ([allenact markdown twin](/tools/allenai-allenact/alternatives.md), [redtail markdown twin](/tools/nvidia-ai-iot-redtail/alternatives.md)), 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](/compare/allenai-allenact-vs-nvidia-ai-iot-redtail.md) 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](/tools/allenai-allenact/trust); [redtail trust report](/tools/nvidia-ai-iot-redtail/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=allenai-allenact`](/api/graphcanon/graph?tool=allenai-allenact) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_