Comparison
openevolve vs autoai
Verdict
Pick openevolve if openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution; pick autoai if python based framework for automated machine learning focused on numerical data, providing model search, hyper-parameter tuning, and Jupyter Notebook code generation.
Markdown twin · openevolve alternatives · autoai alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | openevolve | autoai |
|---|---|---|
| Maintenance | Very active (6d since push) As of 4w · github_public_v1 | Dormant (496d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings 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
- autoai
- Python based framework for Automatic AI enabling model search, hyper-parameter tuning and Jupyter Notebook code generation
Stars
- openevolve
- 6.8k
- autoai
- 186
Forks
- openevolve
- 1.1k
- autoai
- 46
Open issues
- openevolve
- 109
- autoai
- 9
Language
- openevolve
- Python
- autoai
- Python
Adopt for
- openevolve
- openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution.
- autoai
- Python based framework for automated machine learning focused on numerical data, providing model search, hyper-parameter tuning, and Jupyter Notebook code generation.
Persona
- openevolve
- -
- autoai
- -
Runtime
- openevolve
- -
- autoai
- -
License
- openevolve
- Apache-2.0
- autoai
- Apache-2.0
Last pushed
- openevolve
- Jul 18, 2026
- autoai
- Mar 25, 2025
Categories
- openevolve
- AI Agents, Model Training
- autoai
- Model Training
Trust and health
Maintenance
- openevolve
- Very active (96%)
- autoai
- Dormant (18%)
Days since push
- openevolve
- 6d
- autoai
- 496d
Open issues (now)
- openevolve
- 109
- autoai
- 9
OSV dependency advisories
- openevolve
- No lockfile (source not queried)
- autoai
- Published findings
Full report
- openevolve
- Trust report
- autoai
- Trust report
Shared compatibility
- Python · openevolve: Python runtime · autoai: Python runtime
Choose openevolve if…
- Tags unique to openevolve: alpha-evolve, alphacode, coding-agent, deepmind.
- 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 autoai if…
- Tags unique to autoai: ai, autoai, automl, codegen.
- Use AutoAI when you need a tool that can handle both regression and classification tasks specifically over numerical datasets.
- Leaner open-issue backlog (9).
When NOT to use autoai
- Avoid using AutoAI if your dataset includes non-numerical data exclusively as the framework is tailored for numerical data processing.
- Do not use if generating model training scripts in formats other than Jupyter Notebooks is required, as this tool only supports Python code output within a Jupyter format.
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 (blobcity/autoai) · observed Aug 4, 2026
- GitHub forks (blobcity/autoai) · observed Aug 4, 2026
- Last push (blobcity/autoai) · observed Mar 25, 2025
- License file (Apache-2.0) · observed Aug 4, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: openevolve 6.8k · autoai 186 (synced Jul 25, 2026).
Common questions
- What is the difference between openevolve and autoai?
- openevolve: Open-source implementation of AlphaEvolve evolutionary computation framework. autoai: Python based framework for Automatic AI enabling model search, hyper-parameter tuning and Jupyter Notebook code generation. See the comparison table for live GitHub stats and shared categories.
- When should I choose openevolve over autoai?
- Choose openevolve over autoai when Tags unique to openevolve: alpha-evolve, alphacode, coding-agent, deepmind; 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 autoai over openevolve?
- Choose autoai over openevolve when Tags unique to autoai: ai, autoai, automl, codegen; Use AutoAI when you need a tool that can handle both regression and classification tasks specifically over numerical datasets; Leaner open-issue backlog (9).
- 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 autoai?
- Avoid using AutoAI if your dataset includes non-numerical data exclusively as the framework is tailored for numerical data processing. Do not use if generating model training scripts in formats other than Jupyter Notebooks is required, as this tool only supports Python code output within a Jupyter format.
- Is openevolve or autoai more popular on GitHub?
- openevolve has more GitHub stars (6,793 vs 186). Stars measure visibility, not whether either tool fits your constraints.
- Are openevolve and autoai open source?
- Yes - both are open-source projects on GitHub (openevolve: Apache-2.0, autoai: Apache-2.0).
- Where can I find alternatives to openevolve or autoai?
- GraphCanon lists graph-backed alternatives at openevolve alternatives and autoai alternatives (openevolve markdown twin, autoai 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 autoai?
- openevolve: Very active. autoai: 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 autoai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: openevolve trust report; autoai trust report.