AlphaEvolve
Google's Gemini-powered evolutionary code-optimization agent, made generally available on Google Cloud on July 10, 2026.
Overview
AlphaEvolve, Google DeepMind's Gemini-powered evolutionary code-optimization agent first introduced in mid-2025, reached general availability on Google Cloud on July 10, 2026, opening access beyond its prior private-preview/early-access program. Users submit a baseline algorithm, problem context, and a scoring function; AlphaEvolve searches large algorithmic spaces and returns human-readable, optimized code through a define-measure-optimize-apply workflow. At GA, Google cited results from 16 early-access organizations, including an 80% planning-model improvement for BASF, a 22% accuracy gain and 90% runtime reduction for Kinaxis, and a 4x speed increase for Schrodinger.
This is a sourced directory entry. Features and capabilities are reported in the linked sources; this entry does not document independent Aymorphic testing.
Key features
- General availability on Google Cloud as of July 10, 2026 (previously private preview/early access only)
- Define-measure-optimize-apply workflow for evolving algorithms against a client-side scoring function
- Returns human-readable, production-deployable optimized code
- Documented results across logistics, semiconductors, genomics, finance, and pharma from 16 early-access organizations
Use cases
- Optimizing supply chain and logistics planning algorithms
- Improving ML training pipeline throughput and forecasting accuracy
- Accelerating scientific and engineering search problems (genomics, molecular discovery, GPU inference)
Pricing
Not publicly disclosed at GA; accessed via Google Cloud's Agent Platform and AlphaEvolve API.
Pricing reflects the source record and may change. Confirm current terms with the provider.
Dates and sources
- Released
- 10 Jul 2026
- Record updated
- 23 Sept 2026
- Record last checked
- 23 Sept 2026