Comparison
openevolve vs palico-ai
Verdict
Pick openevolve if openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution; pick palico-ai if palico-ai builds, improves performance of, and deploys AI applications using TypeScript. It encompasses technologies from framework development to evaluation.
Markdown twin · openevolve alternatives · palico-ai alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | openevolve | palico-ai |
|---|---|---|
| Maintenance | Steady (37d since push) As of today · github_public_v1 | Dormant (608d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of 3w · 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
- palico-ai
- Build, Improve Performance, and Productionize your AI Application
Stars
- openevolve
- 7.3k
- palico-ai
- 343
Forks
- openevolve
- 1.1k
- palico-ai
- 28
Open issues
- openevolve
- 116
- palico-ai
- 7
Language
- openevolve
- Python
- palico-ai
- TypeScript
Adopt for
- openevolve
- openevolve: Open-source evolutionary computation framework inspired by DeepMind's AlphaCode for distributed algorithm evolution.
- palico-ai
- palico-ai builds, improves performance of, and deploys AI applications using TypeScript. It encompasses technologies from framework development to evaluation.
Persona
- openevolve
- -
- palico-ai
- -
Runtime
- openevolve
- -
- palico-ai
- -
License
- openevolve
- Apache-2.0
- palico-ai
- MIT License allows wide reuse within any project but requires copyright and license notice preservation in source distributions.
Last pushed
- openevolve
- Jul 18, 2026
- palico-ai
- Nov 26, 2024
Categories
- openevolve
- AI Agents, Model Training
- palico-ai
- AI Agents, Evaluation & Observability, Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- openevolve
- Steady (60%)
- palico-ai
- Dormant (18%)
Days since push
- openevolve
- 37d
- palico-ai
- 608d
Open issues (now)
- openevolve
- 116
- palico-ai
- 7
Stars delta
- openevolve
- +469 (30d)
- palico-ai
- Unknown
Open issues delta
- openevolve
- +7 (30d)
- palico-ai
- Unknown
Full report
- openevolve
- Trust report
- palico-ai
- Trust report
Shared compatibility
- Node.js · openevolve: Node.js runtime · palico-ai: Node.js runtime
Choose openevolve if…
- openevolve is primarily Python; palico-ai is TypeScript.
- License: openevolve is Apache-2.0, palico-ai is MIT.
- Tags unique to openevolve: alpha-evolve, alphacode, coding-agent, deepmind.
- 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 palico-ai if…
- palico-ai is primarily TypeScript; openevolve is Python.
- License: palico-ai is MIT, openevolve is Apache-2.0.
- Requirements: Requires Docker; Requires Docker for certain functionalities; Primarily uses TypeScript, proficiency with this language is beneficial.
- Tags unique to palico-ai: ai, anthropic, autogen, docker.
- Also covers Evaluation & Observability, Inference & Serving, LLM Frameworks.
- When your project requires comprehensive tools for building, optimizing, and deploying AI apps specifically in a TypeScript environment
When NOT to use palico-ai
- If your primary programming language is not TypeScript or Node.js, as palico-ai heavily relies on these technologies
- When seeking a solution that requires less integration effort with existing frameworks outside of the listed supported areas such as anthropic, autogen, and portkey
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 (palico-ai/palico-ai) · observed Jul 28, 2026
- GitHub forks (palico-ai/palico-ai) · observed Jul 28, 2026
- Last push (palico-ai/palico-ai) · observed Nov 26, 2024
- License file (MIT) · observed Jul 28, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: openevolve 7.3k · palico-ai 343 (synced Aug 24, 2026).
Common questions
- What is the difference between openevolve and palico-ai?
- openevolve: Open-source implementation of AlphaEvolve evolutionary computation framework. palico-ai: Build, Improve Performance, and Productionize your AI Application. See the comparison table for live GitHub stats and shared categories.
- When should I choose openevolve over palico-ai?
- Choose openevolve over palico-ai when openevolve is primarily Python; palico-ai is TypeScript; License: openevolve is Apache-2.0, palico-ai is MIT; Tags unique to openevolve: alpha-evolve, alphacode, coding-agent, deepmind; 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 palico-ai over openevolve?
- Choose palico-ai over openevolve when palico-ai is primarily TypeScript; openevolve is Python; License: palico-ai is MIT, openevolve is Apache-2.0; Requirements: Requires Docker; Requires Docker for certain functionalities; Primarily uses TypeScript, proficiency with this language is beneficial; Tags unique to palico-ai: ai, anthropic, autogen, docker; Also covers Evaluation & Observability, Inference & Serving, LLM Frameworks; When your project requires comprehensive tools for building, optimizing, and deploying AI apps specifically in a TypeScript environment.
- 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 palico-ai?
- If your primary programming language is not TypeScript or Node.js, as palico-ai heavily relies on these technologies When seeking a solution that requires less integration effort with existing frameworks outside of the listed supported areas such as anthropic, autogen, and portkey
- Is openevolve or palico-ai more popular on GitHub?
- openevolve has more GitHub stars (7,262 vs 343). Stars measure visibility, not whether either tool fits your constraints.
- Are openevolve and palico-ai open source?
- Yes - both are open-source projects on GitHub (openevolve: Apache-2.0, palico-ai: MIT).
- Where can I find alternatives to openevolve or palico-ai?
- GraphCanon lists graph-backed alternatives at openevolve alternatives and palico-ai alternatives (openevolve markdown twin, palico-ai 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 palico-ai?
- openevolve: Steady. palico-ai: 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 palico-ai?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: openevolve trust report; palico-ai trust report.