algorithmicsuperintelligence/openevolve
Open-source implementation of AlphaEvolve
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
1 release in the last 90 days, the latest 34 days ago, with 78 contributors on GitHub.
Peaked at #63 in the weekly ranking the week of Oct 26, its best in the past year.
Use Cases & Benefits
- Implements an autonomous evolutionary coding agent that uses LLMs to discover and optimize algorithms without human intervention.
- Enables reproducible, scalable, and multi-objective code evolution with advanced LLM ensembles and quality-diversity evolutionary strategies.
- Use for discovering hardware-specific GPU kernel optimizations that outperform manually tuned implementations.
- Use for automating algorithm design and adaptive optimization in scientific computing and mathematical problem solving.
- Ideal for generating multiple competitive programming solutions and evolving prompts to improve LLM task performance.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
🧬 The most advanced open-source evolutionary coding agent
Turn your LLMs into autonomous code optimizers that discover breakthrough algorithms
From random search to state-of-the-art: Watch your code evolve in real-time
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
1.2K+74
Open issues
104-11
Compared with peers in Backend
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| anthropics/skills | 192.3K | +5.2K | 75 | — |
| zed-industries/zed | 94.7K | +2.3K | 75 | 6 days ago |
| google/skills | 23.8K | +2.0K | 75 | — |
| NationalSecurityAgency/ghidra | 99.4K | +1.8K | 75 | 19 days ago |
| DuarteSantos8/openGym | 20.8K | +1.7K | 75 | 7 days ago |
| algorithmicsuperintelligence/openevolve | 7.7K | — | 58 | 34 days ago |
| Category median | 94.7K | +2.0K | 75 | — |
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