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Comparison

evolver vs AutoGPT

Verdict

Pick evolver when evolver is primarily JavaScript; AutoGPT is Python; pick AutoGPT when autoGPT is primarily Python; evolver is JavaScript.

Markdown twin · evolver alternatives · AutoGPT alternatives

GraphCanon updated today

evolver logo

evolver

EvoMap/evolver

★ 8.9kpushed Jul 9, 2026
vs
AutoGPT logo

AutoGPT

Significant-Gravitas/AutoGPT

★ 185kpushed Jul 11, 2026

Trust & integrity

SignalevolverAutoGPT
Maintenance
Very active (1d since push)
As of today · github_public_v1
Very active (0d since push)
As of today · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Organization account
As of today · github_public_v1
Security (OSV)
No criticals
As of today · osv@v1
No lockfile
As of today · none
evolver trust reportAutoGPT trust reportTrust methodology

Tagline

evolver
GEP-powered self-evolving engine for AI agents
AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on.

Stars

evolver
8.9k
AutoGPT
185k

Forks

evolver
819
AutoGPT
46k

Open issues

evolver
3
AutoGPT
494

Language

evolver
JavaScript
AutoGPT
Python

Adopt for

evolver
-
AutoGPT
AutoGPT is a Python-based tool for creating accessible autonomous AI agents that can leverage various LLM APIs including OpenAI's GPT and Anthropic's Claude.

Persona

evolver
-
AutoGPT
-

Runtime

evolver
-
AutoGPT
-

License

evolver
GPL-3.0
AutoGPT
Other

Last pushed

evolver
Jul 9, 2026
AutoGPT
Jul 11, 2026

Categories

evolver
AI Agents, Evaluation & Observability
AutoGPT
AI Agents, LLM Frameworks

Trust and health

Days since push

evolver
1d
AutoGPT
0d

Open issues (now)

evolver
3
AutoGPT
494

Security scan

evolver
No criticals
AutoGPT
No lockfile

Full report

evolver
Trust report
AutoGPT
Trust report

Choose evolver if…

  • evolver is primarily JavaScript; AutoGPT is Python.
  • License: evolver is GPL-3.0, AutoGPT is Other.
  • Tags unique to evolver: a2a, agent-evolution, auditable-ai, autonomous-agent.
  • Also covers Evaluation & Observability.

When NOT to use evolver

  • AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
  • Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
GitHubDetails

Choose AutoGPT if…

  • AutoGPT is primarily Python; evolver is JavaScript.
  • License: AutoGPT is Other, evolver is GPL-3.0.
  • Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence.
  • Also covers LLM Frameworks.
  • When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.

When NOT to use AutoGPT

  • Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework.
  • If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools.
GitHubDetails

Explore

evolver trust report →AutoGPT trust report →AI Agents category →Evaluation & Observability category →LLM Frameworks 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: evolver 8.9k · AutoGPT 185k (synced Jul 11, 2026).

Common questions

What is the difference between evolver and AutoGPT?
evolver: GEP-powered self-evolving engine for AI agents. AutoGPT: AutoGPT is the vision of accessible AI for everyone, to use and to build on.. See the comparison table for live GitHub stats and shared categories.
When should I choose evolver over AutoGPT?
Choose evolver over AutoGPT when evolver is primarily JavaScript; AutoGPT is Python; License: evolver is GPL-3.0, AutoGPT is Other; Tags unique to evolver: a2a, agent-evolution, auditable-ai, autonomous-agent; Also covers Evaluation & Observability.
When should I choose AutoGPT over evolver?
Choose AutoGPT over evolver when AutoGPT is primarily Python; evolver is JavaScript; License: AutoGPT is Other, evolver is GPL-3.0; Tags unique to AutoGPT: agentic-ai, agents, ai, artificial-intelligence; Also covers LLM Frameworks; When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.
When should I avoid evolver?
AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
When should I avoid AutoGPT?
Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework. If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools.
Is evolver or AutoGPT more popular on GitHub?
AutoGPT has more GitHub stars (185,464 vs 8,884). Stars measure visibility, not whether either tool fits your constraints.
Are evolver and AutoGPT open source?
Yes - both are open-source projects on GitHub (evolver: GPL-3.0, AutoGPT: Other).
Where can I find alternatives to evolver or AutoGPT?
GraphCanon lists graph-backed alternatives at evolver alternatives and AutoGPT alternatives (evolver markdown twin, AutoGPT 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, evolver or AutoGPT?
evolver: Very active. AutoGPT: 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 evolver and AutoGPT?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: evolver trust report; AutoGPT trust report.