AlphaEvolve is a cutting-edge Gemini-powered coding agent that autonomously creates, optimizes, and evolves algorithms for complex computational and scientific challenges.
Discover what makes AlphaEvolve the future of algorithm discovery and optimization
AlphaEvolve combines the creative problem-solving capabilities of Gemini large language models with evolutionary techniques to discover novel algorithms.
Achieve significant performance improvements across data centers, AI training systems, and computational tasks with optimization that can save millions in computing costs.
Continuously evolve and refine algorithms through automated testing and evaluation to find the most optimal solutions without human intervention.
Solve complex mathematical problems and discover new solutions that have eluded researchers for decades, including faster matrix multiplication algorithms.
In quantitative investing, AlphaEvolve discovers novel alphas that predict stock returns with high accuracy and diversify risk with minimal correlation.
Apply AlphaEvolve to any problem whose solution can be described as an algorithm and automatically verified, from scientific research to business optimization.
Real-world applications of AlphaEvolve across various industries
AlphaEvolve recovered 0.7% of Google's worldwide compute resources by optimizing data center scheduling in the Borg system, saving millions in infrastructure costs.
Production ProvenGenerate novel trading alphas that predict stock returns with high accuracy while maintaining low correlation to diversify risk and maximize portfolio performance.
FinanceSolve open problems in mathematical analysis, geometry, combinatorics, and discover new algorithms like faster matrix multiplication that outperform decades-old standards.
ResearchAccelerate the discovery of new medications by optimizing molecular screening algorithms and simulation processes, potentially reducing development time and costs.
HealthcareOptimize chip designs and circuits, as demonstrated in Google's TPU improvements for AI acceleration, with changes validated by hardware engineers.
EngineeringCreate more efficient algorithms for resource management, energy optimization, and environmental modeling to reduce carbon footprint and improve sustainability.
Green TechThe revolutionary process behind AlphaEvolve's algorithm discovery and optimization
Define your problem and evaluation criteria, along with any initial solutions or constraints. AlphaEvolve works with a clear problem specification and automatic verification methods.
AlphaEvolve leverages Gemini LLMs to creatively propose hundreds or thousands of potential solutions and algorithm modifications based on the problem definition.
Each solution is rigorously tested against your criteria to identify the most promising approaches, with performance metrics calculated automatically to ensure objective assessment.
The best solutions evolve through iterative refinement over multiple generations, creating increasingly optimized algorithms until reaching peak performance or convergence.
What experts and researchers are saying about AlphaEvolve
Join our Early Access Program to start discovering breakthrough algorithms with AlphaEvolve and transform your business with cutting-edge AI optimization.
Request Early AccessAlphaEvolve recovered 0.7% of Google's worldwide compute resources by optimizing data center scheduling in the Borg system.
Generate novel trading alphas that predict stock returns with high accuracy while maintaining low correlation to diversify risk.
Solve open problems in mathematical analysis, geometry, combinatorics, and discover new algorithms like faster matrix multiplication.
Accelerate the discovery of new medications by optimizing molecular screening algorithms and simulation processes.
Optimize chip designs and circuits, as demonstrated in Google's TPU improvements for AI acceleration.
Create more efficient algorithms for resource management, energy optimization, and environmental modeling.
The revolutionary process behind AlphaEvolve's algorithm discovery
Define your problem and evaluation criteria, along with any initial solutions or constraints.
AlphaEvolve's Gemini LLMs propose hundreds of potential solutions and algorithm modifications.
Each solution is automatically tested against your criteria to identify the most promising approaches.
The best solutions evolve through iterative refinement, creating increasingly optimized algorithms.
What experts are saying about AlphaEvolve
"The paper is quite spectacular. AlphaEvolve is the first successful demonstration of new discoveries based on general-purpose LLMs."
"AlphaEvolve can discover algorithms of remarkable complexity โ spanning hundreds of lines of code with sophisticated logical structures."
"For 4ร4 matrices, AlphaEvolve found an algorithm that surpasses Strassen's algorithm from 1969 for the first time in that setting."
Join our Early Access Program to start discovering breakthrough algorithms with AlphaEvolve.
Request Early Access