AlphaEvolve

AlphaEvolve

Google DeepMind
+
+

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About

AlphaEvolve is an evolutionary coding agent powered by large language models for general-purpose algorithm discovery and optimization. It pairs the creative problem-solving capabilities of our Gemini models with automated evaluators that verify answers and uses an evolutionary framework to improve upon the most promising ideas. AlphaEvolve enhanced the efficiency of Google's data centers, chip design, and AI training processes, including training the large language models underlying AlphaEvolve itself. It has also helped design faster matrix multiplication algorithms and find new solutions to open mathematical problems, showing incredible promise for application across many areas.

About

Roo Code is an AI-powered software engineering platform designed to help developers build, debug, and ship code faster. It works directly inside your IDE through a VS Code extension or autonomously in the cloud using AI agents. Roo Code supports multiple AI models and providers, giving developers full flexibility and control. Role-based modes keep AI focused on specific tasks like coding, debugging, testing, or planning. The platform is open source, secure, and transparent by design. Developers can configure workflows to match their exact preferences. Roo Code fits seamlessly into modern development environments for both individuals and teams.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Researchers and engineers seeking a solution to automate the discovery and optimization of complex algorithms across computing and scientific domains

Audience

Roo Code is ideal for developers, engineering teams, and tech-driven organizations seeking a flexible, secure, and AI-powered way to accelerate software development across individual and team workflows

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 5.0 / 5
ease 3.0 / 5
features 5.0 / 5
design 4.0 / 5
support 4.0 / 5

Pros & Cons from Real Users

Pros

  • Tons of features and new updates coming near daily. There is a large community in Discord and a ton of information available.

Cons

  • It can be a bit clunky when you have to use the VS code API rather than adding a direct API key to something like OpenRouter. I'm sure that has a lot to do with limitations in the VSC API.

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Google DeepMind
Founded: 2010
United Kingdom
deepmind.google/discover/blog/alphaevolve-a-gemini-powered-coding-agent-for-designing-advanced-algorithms/

Company Information

Roo Code
Founded: 2025
United States
roocode.com

Alternatives

AlphaCode

AlphaCode

Google DeepMind

Alternatives

Amp

Amp

Amp Code
Goose

Goose

Block
Gemini CLI

Gemini CLI

Google
TRAE

TRAE

ByteDance
Aider

Aider

Aider AI
Fine

Fine

Fine.dev

Categories

Agentic AI Supported
AI Coding Agents Supported

Categories

Agentic AI Supported
AI Code Generators Supported
AI Coding Agents Supported
AI IDEs Supported

Integrations

GLM-4.6V Not Supported
GLM-4.7 Not Supported
GLM-5.1 Not Supported
GLM-5.2 Not Supported
Gemini Supported
Gemini Enterprise Supported
Grok Code Fast 1 Not Supported
Hindsight Not Supported
Laguna S 2.1 Not Supported
Laguna XS 2.1 Not Supported
Mercury Edit 2 Not Supported
MiMo-V2-Pro Not Supported
MiMo-V2.6-Pro-UltraSpeed Not Supported
MiniMax M2.7 Not Supported
Model Context Protocol (MCP) Not Supported
OpenSpec Not Supported
Requesty Not Supported
VSCodium Not Supported
Visual Studio Code Not Supported
WeatherNext Supported

Integrations

GLM-4.6V Supported
GLM-4.7 Supported
GLM-5.1 Supported
GLM-5.2 Supported
Gemini Not Supported
Gemini Enterprise Not Supported
Grok Code Fast 1 Supported
Hindsight Supported
Laguna S 2.1 Supported
Laguna XS 2.1 Supported
Mercury Edit 2 Supported
MiMo-V2-Pro Supported
MiMo-V2.6-Pro-UltraSpeed Supported
MiniMax M2.7 Supported
Model Context Protocol (MCP) Supported
OpenSpec Supported
Requesty Supported
VSCodium Supported
Visual Studio Code Supported
WeatherNext Not Supported
Claim AlphaEvolve and update features and information
Claim AlphaEvolve and update features and information
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