Comparison
allenact vs agency
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 agency if agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.
Markdown twin · allenact alternatives · agency alternatives
GraphCanon updated Sep 24, 2026
12views this month
Trust & integrity
| Signal | allenact | agency |
|---|---|---|
| Maintenance | Slowing (127d since push) As of Sep 24, 2026 · github_public_v1 | Slowing (101d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 24, 2026 · github_public_v1 | Not a fork · Personal account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Jul 11, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 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
- agency
- A fast and minimal framework for building agentic systems
Stars
- allenact
- 384
- agency
- 490
Forks
- allenact
- 59
- agency
- 29
Open issues
- allenact
- 58
- agency
- 19
Language
- allenact
- Python
- agency
- 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.
- agency
- Agency is a fast and minimal Python-based framework for developing agentic systems that excels in its streamlined approach to creating autonomous agents.
Persona
- allenact
- -
- agency
- -
Runtime
- allenact
- -
- agency
- -
License
- allenact
- Other
- agency
- MIT
Last pushed
- allenact
- May 19, 2026
- agency
- Jun 10, 2026
Categories
- allenact
- AI Agents, Model Training
- agency
- AI Agents
Trust and health
Days since push
- allenact
- 127d
- agency
- 101d
Open issues (now)
- allenact
- 58
- agency
- 19
Stars delta
- allenact
- +2 (30d)
- agency
- +3 (30d)
Owner type
- allenact
- Organization
- agency
- User
OSV dependency advisories
- allenact
- Published findings
- agency
- No lockfile (source not queried)
Full report
- allenact
- Trust report
- agency
- Trust report
Choose allenact if…
- License: allenact is Other, agency is MIT.
- 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 agency if…
- License: agency is MIT, allenact is Other.
- Tags unique to agency: actor-model, agent-framework, autonomous-agents.
- When you prefer a lightweight solution for building autonomous agent systems without the need for extensive configuration or complex dependencies.
When NOT to use agency
- If your development requires deeply integrated functionalities that would necessitate a heavier, more feature-rich framework.
- In scenarios where you need robust tooling for large-scale deployment and management as Agency does not offer extensive LLMOps (LLM Operations) capabilities beyond its minimalistic design.
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 (operand/agency) · observed Sep 20, 2026
- GitHub forks (operand/agency) · observed Sep 20, 2026
- Last push (operand/agency) · observed Jun 10, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: allenact 384 · agency 490 (synced Sep 24, 2026).
Common questions
- What is the difference between allenact and agency?
- allenact: An open source framework for research in Embodied-AI from AI2. agency: A fast and minimal framework for building agentic systems. See the comparison table for live GitHub stats and shared categories.
- When should I choose allenact over agency?
- Choose allenact over agency when License: allenact is Other, agency is MIT; 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 agency over allenact?
- Choose agency over allenact when License: agency is MIT, allenact is Other; Tags unique to agency: actor-model, agent-framework, autonomous-agents; When you prefer a lightweight solution for building autonomous agent systems without the need for extensive configuration or complex dependencies.
- 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 agency?
- If your development requires deeply integrated functionalities that would necessitate a heavier, more feature-rich framework. In scenarios where you need robust tooling for large-scale deployment and management as Agency does not offer extensive LLMOps (LLM Operations) capabilities beyond its minimalistic design.
- Is allenact or agency more popular on GitHub?
- agency has more GitHub stars (490 vs 384). Stars measure visibility, not whether either tool fits your constraints.
- Are allenact and agency open source?
- Yes - both are open-source projects on GitHub (allenact: Other, agency: MIT).
- Where can I find alternatives to allenact or agency?
- GraphCanon lists graph-backed alternatives at allenact alternatives and agency alternatives (allenact markdown twin, agency 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 agency?
- allenact: Slowing. agency: Slowing. 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 agency?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: allenact trust report; agency trust report.