Comparison
openevolve vs evolver
Verdict
Pick openevolve if openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution; pick evolver if evolMap/evolver is a JavaScript framework that focuses on the autonomous and auditable evolution of AI agents through a structure involving Genes, Capsules, and Events.
Markdown twin · openevolve alternatives · evolver alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | openevolve | evolver |
|---|---|---|
| Maintenance | Steady (37d since push) As of 1d · github_public_v1 | Very active (0d since push) As of 4w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of 4w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-12 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
- evolver
- The GEP-powered self-evolving engine for AI agents.
Stars
- openevolve
- 7.3k
- evolver
- 8.9k
Forks
- openevolve
- 1.1k
- evolver
- 823
Open issues
- openevolve
- 116
- evolver
- 10
Language
- openevolve
- Python
- evolver
- JavaScript
Adopt for
- openevolve
- openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution.
- evolver
- EvolMap/evolver is a JavaScript framework that focuses on the autonomous and auditable evolution of AI agents through a structure involving Genes, Capsules, and Events.
Persona
- openevolve
- -
- evolver
- -
Runtime
- openevolve
- -
- evolver
- -
License
- openevolve
- Apache-2.0
- evolver
- GPL-3.0
Last pushed
- openevolve
- Jul 18, 2026
- evolver
- Jul 27, 2026
Categories
- openevolve
- AI Agents, Model Training
- evolver
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- openevolve
- Steady (60%)
- evolver
- Very active (96%)
Days since push
- openevolve
- 37d
- evolver
- 0d
Open issues (now)
- openevolve
- 116
- evolver
- 10
Stars delta
- openevolve
- +469 (30d)
- evolver
- Unknown
Open issues delta
- openevolve
- +7 (30d)
- evolver
- Unknown
OSV dependency advisories
- openevolve
- No lockfile (source not queried)
- evolver
- No published findings from this source as of 2026-07-12
Full report
- openevolve
- Trust report
- evolver
- Trust report
Shared compatibility
- Node.js · openevolve: Node.js runtime · evolver: Node.js runtime
Choose openevolve if…
- openevolve is primarily Python; evolver is JavaScript.
- License: openevolve is Apache-2.0, evolver is GPL-3.0.
- 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 evolver if…
- evolver is primarily JavaScript; openevolve is Python.
- License: evolver is GPL-3.0, openevolve is Apache-2.0.
- Tags unique to evolver: agent-framework, auditable-ai, autonomous-agent, self-evolution.
- Also covers Evaluation & Observability.
- - When you prioritize the self-evolutionary capacity and auditability in your AI agents using JavaScript.
When NOT to use evolver
- - Avoid if real-time performance optimizations are critical since Evolver focuses particularly on evolutionary processes and auditability rather than speed.
- - Not suitable when you do not require the specific autonomous evolution mechanisms it offers through GEP.
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 Aug 24, 2026
- GitHub forks (algorithmicsuperintelligence/openevolve) · observed Aug 24, 2026
- Last push (algorithmicsuperintelligence/openevolve) · observed Jul 18, 2026
- License file (Apache-2.0) · observed Aug 24, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (EvoMap/evolver) · observed Jul 28, 2026
- GitHub forks (EvoMap/evolver) · observed Jul 28, 2026
- Last push (EvoMap/evolver) · observed Jul 27, 2026
- License file (GPL-3.0) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 12, 2026
GitHub stars on cards: openevolve 7.3k · evolver 8.9k (synced Aug 24, 2026).
Common questions
- What is the difference between openevolve and evolver?
- openevolve: Open-source implementation of AlphaEvolve evolutionary computation framework. evolver: The GEP-powered self-evolving engine for AI agents.. See the comparison table for live GitHub stats and shared categories.
- When should I choose openevolve over evolver?
- Choose openevolve over evolver when openevolve is primarily Python; evolver is JavaScript; License: openevolve is Apache-2.0, evolver is GPL-3.0; 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 evolver over openevolve?
- Choose evolver over openevolve when evolver is primarily JavaScript; openevolve is Python; License: evolver is GPL-3.0, openevolve is Apache-2.0; Tags unique to evolver: agent-framework, auditable-ai, autonomous-agent, self-evolution; Also covers Evaluation & Observability; - When you prioritize the self-evolutionary capacity and auditability in your AI agents using JavaScript.
- 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 evolver?
- - Avoid if real-time performance optimizations are critical since Evolver focuses particularly on evolutionary processes and auditability rather than speed. - Not suitable when you do not require the specific autonomous evolution mechanisms it offers through GEP.
- Is openevolve or evolver more popular on GitHub?
- evolver has more GitHub stars (8,881 vs 7,262). Stars measure visibility, not whether either tool fits your constraints.
- Are openevolve and evolver open source?
- Yes - both are open-source projects on GitHub (openevolve: Apache-2.0, evolver: GPL-3.0).
- Where can I find alternatives to openevolve or evolver?
- GraphCanon lists graph-backed alternatives at openevolve alternatives and evolver alternatives (openevolve markdown twin, evolver 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 evolver?
- openevolve: Steady. evolver: 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 evolver?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: openevolve trust report; evolver trust report.