Comparison
openevolve vs agent-framework
Verdict
Pick openevolve if openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution; pick agent-framework if the agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments.
Markdown twin · openevolve alternatives · agent-framework alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | openevolve | agent-framework |
|---|---|---|
| Maintenance | Very active (6d since push) As of 4w · github_public_v1 | Very active (0d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · 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
- openevolve
- Open-source implementation of AlphaEvolve evolutionary computation framework
- agent-framework
- Framework for building and deploying AI agents and multi-agent workflows
Stars
- openevolve
- 6.8k
- agent-framework
- 13k
Forks
- openevolve
- 1.1k
- agent-framework
- 2.1k
Open issues
- openevolve
- 109
- agent-framework
- 685
Language
- openevolve
- Python
- agent-framework
- Python
Adopt for
- openevolve
- openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution.
- agent-framework
- The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments.
Persona
- openevolve
- -
- agent-framework
- -
Runtime
- openevolve
- -
- agent-framework
- -
License
- openevolve
- Apache-2.0
- agent-framework
- MIT
Last pushed
- openevolve
- Jul 18, 2026
- agent-framework
- Aug 10, 2026
Categories
- openevolve
- AI Agents, Model Training
- agent-framework
- AI Agents, Developer Tools
Trust and health
Days since push
- openevolve
- 6d
- agent-framework
- 0d
Open issues (now)
- openevolve
- 109
- agent-framework
- 685
Full report
- openevolve
- Trust report
- agent-framework
- Trust report
Shared compatibility
- Python · openevolve: Python runtime · agent-framework: Python runtime
Choose openevolve if…
- License: openevolve is Apache-2.0, agent-framework is MIT.
- Tags unique to openevolve: alpha-evolve, alphacode, coding-agent, deepmind.
- Also covers Model Training.
- openevolve ships Docker support for self-hosted deployment.
- When focusing on replicating or enhancing features of DeepMind's AlphaEvolve in a Python environment
When NOT to use openevolve
- If project requires more specialized AI agents not covered by AlphaEvolve techniques
- For tasks that do not benefit from the specific type of iterative refinement and model training offered by this framework
Choose agent-framework if…
- License: agent-framework is MIT, openevolve is Apache-2.0.
- Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages..
- Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent.
- Also covers Developer Tools.
- Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems.
When NOT to use agent-framework
- Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively.
- Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (algorithmicsuperintelligence/openevolve) · observed Jul 25, 2026
- GitHub forks (algorithmicsuperintelligence/openevolve) · observed Jul 25, 2026
- Last push (algorithmicsuperintelligence/openevolve) · observed Jul 18, 2026
- License file (Apache-2.0) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (microsoft/agent-framework) · observed Aug 11, 2026
- GitHub forks (microsoft/agent-framework) · observed Aug 11, 2026
- Last push (microsoft/agent-framework) · observed Aug 10, 2026
- License file (MIT) · observed Aug 11, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: openevolve 6.8k · agent-framework 13k (synced Jul 25, 2026).
Common questions
- What is the difference between openevolve and agent-framework?
- openevolve: Open-source implementation of AlphaEvolve evolutionary computation framework. agent-framework: Framework for building and deploying AI agents and multi-agent workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose openevolve over agent-framework?
- Choose openevolve over agent-framework when License: openevolve is Apache-2.0, agent-framework is MIT; Tags unique to openevolve: alpha-evolve, alphacode, coding-agent, deepmind; Also covers Model Training; openevolve ships Docker support for self-hosted deployment; When focusing on replicating or enhancing features of DeepMind's AlphaEvolve in a Python environment.
- When should I choose agent-framework over openevolve?
- Choose agent-framework over openevolve when License: agent-framework is MIT, openevolve is Apache-2.0; Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.; Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent; Also covers Developer Tools; Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems.
- When should I avoid openevolve?
- If project requires more specialized AI agents not covered by AlphaEvolve techniques For tasks that do not benefit from the specific type of iterative refinement and model training offered by this framework
- When should I avoid agent-framework?
- Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework.
- Is openevolve or agent-framework more popular on GitHub?
- agent-framework has more GitHub stars (12,718 vs 6,793). Stars measure visibility, not whether either tool fits your constraints.
- Are openevolve and agent-framework open source?
- Yes - both are open-source projects on GitHub (openevolve: Apache-2.0, agent-framework: MIT).
- Where can I find alternatives to openevolve or agent-framework?
- GraphCanon lists graph-backed alternatives at openevolve alternatives and agent-framework alternatives (openevolve markdown twin, agent-framework 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, openevolve or agent-framework?
- openevolve: Very active. agent-framework: 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 openevolve and agent-framework?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: openevolve trust report; agent-framework trust report.