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Comparison

nas-env vs autogen

Verdict

Pick nas-env when license: nas-env is MIT, autogen is CC-BY-4.0; pick autogen when license: autogen is CC-BY-4.0, nas-env is MIT.

Markdown twin · nas-env alternatives · autogen alternatives

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nas-env logo

nas-env

gomerudo/nas-env

★ 31pushed May 4, 2020
vs
autogen logo

autogen

microsoft/autogen

★ 60kpushed Apr 15, 2026

Trust & integrity

Signalnas-envautogen
Maintenance
Dormant (2259d since push)
As of today · github_public_v1
Steady (87d since push)
As of today · github_public_v1
Provenance
Not a fork · Personal account
As of today · github_public_v1
Not a fork · Organization account
As of today · github_public_v1
Security (OSV)
No lockfile
As of today · none
No lockfile
As of today · none
nas-env trust reportautogen trust reportTrust methodology

Tagline

nas-env
A simple OpenAI Gym environment for Neural Architecture Search (NAS)
autogen
A programming framework for agentic AI

Stars

nas-env
31
autogen
60k

Forks

nas-env
3
autogen
9.0k

Open issues

nas-env
0
autogen
945

Language

nas-env
Python
autogen
Python

Adopt for

nas-env
-
autogen
AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models.

Persona

nas-env
-
autogen
-

Runtime

nas-env
-
autogen
-

License

nas-env
MIT
autogen
CC-BY-4.0

Last pushed

nas-env
May 4, 2020
autogen
Apr 15, 2026

Categories

nas-env
LLM Frameworks
autogen
AI Agents, LLM Frameworks

Trust and health

Maintenance

nas-env
Dormant (18%)
autogen
Steady (60%)

Days since push

nas-env
2259d
autogen
87d

Open issues (now)

nas-env
0
autogen
945

Owner type

nas-env
User
autogen
Organization

Full report

nas-env
Trust report
autogen
Trust report

Shared compatibility

  • Python · nas-env: Python runtime · autogen: Python runtime

Choose nas-env if…

  • License: nas-env is MIT, autogen is CC-BY-4.0.
  • Tags unique to nas-env: neural-architecture-search, reinforcement-learning, python, openai-gym.
  • Leaner open-issue backlog (0).

When NOT to use nas-env

  • Last GitHub push was 2259 days ago (dormant maintenance, May 4, 2020). Validate activity before betting a new project on nas-env.
  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
GitHubDetails

Choose autogen if…

  • License: autogen is CC-BY-4.0, nas-env is MIT.
  • Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure..
  • Tags unique to autogen: llm-framework, autogen, agents, ai.
  • Also covers AI Agents.
  • You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.

When NOT to use autogen

  • If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework.
  • When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited.
  • You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities.
GitHubDetails

Explore

nas-env trust report →autogen trust report →LLM Frameworks category →AI Agents category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: nas-env 31 · autogen 60k (synced Jul 11, 2026).

Common questions

What is the difference between nas-env and autogen?
nas-env: A simple OpenAI Gym environment for Neural Architecture Search (NAS). autogen: A programming framework for agentic AI. See the comparison table for live GitHub stats and shared categories.
When should I choose nas-env over autogen?
Choose nas-env over autogen when License: nas-env is MIT, autogen is CC-BY-4.0; Tags unique to nas-env: neural-architecture-search, reinforcement-learning, python, openai-gym; Leaner open-issue backlog (0).
When should I choose autogen over nas-env?
Choose autogen over nas-env when License: autogen is CC-BY-4.0, nas-env is MIT; Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.; Tags unique to autogen: llm-framework, autogen, agents, ai; Also covers AI Agents; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client.
When should I avoid nas-env?
Last GitHub push was 2259 days ago (dormant maintenance, May 4, 2020). Validate activity before betting a new project on nas-env. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
When should I avoid autogen?
If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. You need solutions which do not involve additional installations for server components such as playwright/mcp, as AutoGen requires this setup for certain functionalities.
Is nas-env or autogen more popular on GitHub?
autogen has more GitHub stars (59,658 vs 31). Stars measure visibility, not whether either tool fits your constraints.
Are nas-env and autogen open source?
Yes - both are open-source projects on GitHub (nas-env: MIT, autogen: CC-BY-4.0).
Where can I find alternatives to nas-env or autogen?
GraphCanon lists graph-backed alternatives at nas-env alternatives and autogen alternatives (nas-env markdown twin, autogen 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, nas-env or autogen?
nas-env: Dormant. autogen: Steady. 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 nas-env and autogen?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: nas-env trust report; autogen trust report.