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Record · openevolveAgentOpen sourceVerified Jul 3, 2026

openevolve

Open-source implementation of AlphaEvolve

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Best for

Evolving and optimising algorithms where each candidate can be scored automatically.

Avoid if

You want a general-purpose coding assistant rather than an evolutionary optimisation pipeline.

About openevolve

2-3x speedups on real hardware. State-of-the-art circle packing. Breakthrough optimizations.

Note: The example config uses Gemini by default, but you can use any OpenAI-compatible provider by modifying the config.yaml. See the configs for full configuration options.

OpenEvolve implements a sophisticated evolutionary coding pipeline that goes far beyond simple optimization:

From the project's README

openevolve is an open-source project written primarily in Python, with 7.5k stars on GitHub. It was last updated in September 2026.

Install

pip install openevolve
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