Comparison
openevolve vs OpenAlpha_Evolve
Verdict
Pick openevolve if openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution; pick OpenAlpha_Evolve if autonomous coding agents evolve via advanced algorithms.
Markdown twin · openevolve alternatives · OpenAlpha_Evolve alternatives
GraphCanon updated 4w
vs
Trust & integrity
| Signal | openevolve | OpenAlpha_Evolve |
|---|---|---|
| Maintenance | Very active (6d since push) As of 4w · github_public_v1 | Dormant (419d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Personal account As of 4w · 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
- OpenAlpha_Evolve
- Framework for autonomous coding agents using evolutionary algorithms
Stars
- openevolve
- 6.8k
- OpenAlpha_Evolve
- 1.0k
Forks
- openevolve
- 1.1k
- OpenAlpha_Evolve
- 154
Open issues
- openevolve
- 109
- OpenAlpha_Evolve
- 9
Language
- openevolve
- Python
- OpenAlpha_Evolve
- Python
Adopt for
- openevolve
- openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution.
- OpenAlpha_Evolve
- Autonomous coding agents evolve via advanced algorithms.
Persona
- openevolve
- -
- OpenAlpha_Evolve
- -
Runtime
- openevolve
- -
- OpenAlpha_Evolve
- -
License
- openevolve
- Apache-2.0
- OpenAlpha_Evolve
- MIT License allows modification and distribution with attribution required
Last pushed
- openevolve
- Jul 18, 2026
- OpenAlpha_Evolve
- May 31, 2025
Categories
- openevolve
- AI Agents, Model Training
- OpenAlpha_Evolve
- LLM Frameworks, Model Training
Trust and health
Maintenance
- openevolve
- Very active (96%)
- OpenAlpha_Evolve
- Dormant (18%)
Days since push
- openevolve
- 6d
- OpenAlpha_Evolve
- 419d
Open issues (now)
- openevolve
- 109
- OpenAlpha_Evolve
- 9
Owner type
- openevolve
- Organization
- OpenAlpha_Evolve
- User
Full report
- openevolve
- Trust report
- OpenAlpha_Evolve
- Trust report
Shared compatibility
- Python · openevolve: Python runtime · OpenAlpha_Evolve: Python runtime
Choose openevolve if…
- License: openevolve is Apache-2.0, OpenAlpha_Evolve is MIT.
- Tags unique to openevolve: alpha-evolve, coding-agent, deepmind, evolutionary-computation.
- Also covers AI Agents.
- 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 OpenAlpha_Evolve if…
- License: OpenAlpha_Evolve is MIT, openevolve is Apache-2.0.
- Tags unique to OpenAlpha_Evolve: autonomous-coding-agents, evolutionary-algorithm, llm-engineering.
- Also covers LLM Frameworks.
- Integration of iterative refinement into code generation processes
When NOT to use OpenAlpha_Evolve
- When needing immediate, human-tuned feedback for code improvements
- For projects preferring deterministic outcomes over evolved solutions
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 (shyamsaktawat/OpenAlpha_Evolve) · observed Jul 25, 2026
- GitHub forks (shyamsaktawat/OpenAlpha_Evolve) · observed Jul 25, 2026
- Last push (shyamsaktawat/OpenAlpha_Evolve) · observed May 31, 2025
- License file (MIT) · observed Jul 25, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: openevolve 6.8k · OpenAlpha_Evolve 1.0k (synced Jul 25, 2026).
Common questions
- What is the difference between openevolve and OpenAlpha_Evolve?
- openevolve: Open-source implementation of AlphaEvolve evolutionary computation framework. OpenAlpha_Evolve: Framework for autonomous coding agents using evolutionary algorithms. See the comparison table for live GitHub stats and shared categories.
- When should I choose openevolve over OpenAlpha_Evolve?
- Choose openevolve over OpenAlpha_Evolve when License: openevolve is Apache-2.0, OpenAlpha_Evolve is MIT; Tags unique to openevolve: alpha-evolve, coding-agent, deepmind, evolutionary-computation; Also covers AI Agents; 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 OpenAlpha_Evolve over openevolve?
- Choose OpenAlpha_Evolve over openevolve when License: OpenAlpha_Evolve is MIT, openevolve is Apache-2.0; Tags unique to OpenAlpha_Evolve: autonomous-coding-agents, evolutionary-algorithm, llm-engineering; Also covers LLM Frameworks; Integration of iterative refinement into code generation processes.
- 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 OpenAlpha_Evolve?
- When needing immediate, human-tuned feedback for code improvements For projects preferring deterministic outcomes over evolved solutions
- Is openevolve or OpenAlpha_Evolve more popular on GitHub?
- openevolve has more GitHub stars (6,793 vs 1,040). Stars measure visibility, not whether either tool fits your constraints.
- Are openevolve and OpenAlpha_Evolve open source?
- Yes - both are open-source projects on GitHub (openevolve: Apache-2.0, OpenAlpha_Evolve: MIT).
- Where can I find alternatives to openevolve or OpenAlpha_Evolve?
- GraphCanon lists graph-backed alternatives at openevolve alternatives and OpenAlpha_Evolve alternatives (openevolve markdown twin, OpenAlpha_Evolve 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 OpenAlpha_Evolve?
- openevolve: Very active. OpenAlpha_Evolve: Dormant. 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 OpenAlpha_Evolve?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: openevolve trust report; OpenAlpha_Evolve trust report.