Comparison
allenact vs agent-learning-kit
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 agent-learning-kit if agent-learning-kit is a Python-based toolkit for evaluating and simulating AI workflows, particularly suited for AI agents. It offers optional extras for specific functionalities and a TypeScript SDK for broader language.
Markdown twin · allenact alternatives · agent-learning-kit alternatives
GraphCanon updated Sep 24, 2026
vs
Trust & integrity
| Signal | allenact | agent-learning-kit |
|---|---|---|
| Maintenance | Slowing (127d since push) As of Sep 24, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 24, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · 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
- agent-learning-kit
- General Purpose Evaluation and Simulation Environment for all your AI related Workflows
Stars
- allenact
- 384
- agent-learning-kit
- 119
Forks
- allenact
- 59
- agent-learning-kit
- 44
Open issues
- allenact
- 58
- agent-learning-kit
- 19
Language
- allenact
- Python
- agent-learning-kit
- Python
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.
- agent-learning-kit
- agent-learning-kit is a Python-based toolkit for evaluating and simulating AI workflows, particularly suited for AI agents. It offers optional extras for specific functionalities and a TypeScript SDK for broader language
Persona
- allenact
- -
- agent-learning-kit
- -
Runtime
- allenact
- -
- agent-learning-kit
- -
License
- allenact
- Other
- agent-learning-kit
- Other
Last pushed
- allenact
- May 19, 2026
- agent-learning-kit
- Sep 18, 2026
Categories
- allenact
- AI Agents, Model Training
- agent-learning-kit
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- allenact
- Slowing (36%)
- agent-learning-kit
- Very active (96%)
Days since push
- allenact
- 127d
- agent-learning-kit
- 0d
Open issues (now)
- allenact
- 58
- agent-learning-kit
- 19
Stars delta
- allenact
- +2 (30d)
- agent-learning-kit
- +1 (30d)
Open issues delta
- allenact
- 0 (30d)
- agent-learning-kit
- +13 (30d)
OSV dependency advisories
- allenact
- Published findings
- agent-learning-kit
- No lockfile (source not queried)
Full report
- allenact
- Trust report
- agent-learning-kit
- Trust report
Choose allenact if…
- Tags unique to allenact: ai, ai2, computer-vision, deep-learning.
- Also covers Model Training.
- 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 agent-learning-kit if…
- Tags unique to agent-learning-kit: agentic-ai, ai-agents, cicd, evaluation.
- Also covers Evaluation & Observability.
- When you need a comprehensive environment for evaluating and simulating AI workflows, especially for AI agents
When NOT to use agent-learning-kit
- If your project strictly requires a different programming language other than Python or TypeScript
- When you need a tool that is already at a mature v1 release, as agent-learning-kit is still developing its TypeScript SDK and extras
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 Sep 24, 2026
- GitHub forks (allenai/allenact) · observed Sep 24, 2026
- Last push (allenai/allenact) · observed May 19, 2026
- License file (Other) · observed Sep 24, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (future-agi/agent-learning-kit) · observed Sep 20, 2026
- GitHub forks (future-agi/agent-learning-kit) · observed Sep 20, 2026
- Last push (future-agi/agent-learning-kit) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: allenact 384 · agent-learning-kit 119 (synced Sep 24, 2026).
Common questions
- What is the difference between allenact and agent-learning-kit?
- allenact: An open source framework for research in Embodied-AI from AI2. agent-learning-kit: General Purpose Evaluation and Simulation Environment for all your AI related Workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose allenact over agent-learning-kit?
- Choose allenact over agent-learning-kit when Tags unique to allenact: ai, ai2, computer-vision, deep-learning; Also covers Model Training; When conducting research with embodied agents where the focus is on reinforcement learning and deep learning.
- When should I choose agent-learning-kit over allenact?
- Choose agent-learning-kit over allenact when Tags unique to agent-learning-kit: agentic-ai, ai-agents, cicd, evaluation; Also covers Evaluation & Observability; When you need a comprehensive environment for evaluating and simulating AI workflows, especially for AI agents.
- 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 agent-learning-kit?
- If your project strictly requires a different programming language other than Python or TypeScript When you need a tool that is already at a mature v1 release, as agent-learning-kit is still developing its TypeScript SDK and extras
- Is allenact or agent-learning-kit more popular on GitHub?
- allenact has more GitHub stars (384 vs 119). Stars measure visibility, not whether either tool fits your constraints.
- Are allenact and agent-learning-kit open source?
- Yes - both are open-source projects on GitHub (allenact: Other, agent-learning-kit: Other).
- Where can I find alternatives to allenact or agent-learning-kit?
- GraphCanon lists graph-backed alternatives at allenact alternatives and agent-learning-kit alternatives (allenact markdown twin, agent-learning-kit 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 agent-learning-kit?
- allenact: Slowing. agent-learning-kit: Very active. 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 agent-learning-kit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: allenact trust report; agent-learning-kit trust report.