{"slug": "aws-announces-aws-bench-an-open-source-benchmark-for-ai-agents-on-aws", "title": "AWS announces AWS-bench, an open-source benchmark for AI agents on AWS", "summary": "AWS announced aws-bench, an open-source benchmark that measures how accurately and efficiently AI agents complete real-world AWS tasks, including investigation, troubleshooting, and infrastructure creation. The benchmark provides a public suite of test cases derived from analysis of real AWS usage, each pairing a natural-language query with a defined cloud resource state and ground-truth answer. aws-bench is available now on GitHub.", "body_md": "# AWS announces aws-bench, an open-source benchmark for AI agents on AWS\n\nToday, AWS announces a research preview of aws-bench, an open-source benchmark that measures how accurately and efficiently AI agents complete real-world AWS tasks. Model providers and AI researchers building agents that operate on AWS infrastructure need an objective, reproducible way to measure performance and diagnose failures. aws-bench provides a public suite of test cases derived from analysis of real AWS usage, including investigation, troubleshooting, and infrastructure creation tasks.\n\nEach test case pairs a natural-language query with a defined cloud resource state and a ground-truth answer, so you can score any agent or model on a consistent, verifiable basis. Researchers and model providers can use aws-bench to improve foundation model performance on AWS tasks, improve agent harnesses, and track improvement progress. The release includes an easy-to-use CLI tool to instantiate testing environments, execute and score evaluation runs, and reset resource state.\n\naws-bench is available now on [GitHub](https://github.com/aws-bench/aws-bench). To get started, follow the setup instructions on the README.", "url": "https://wpnews.pro/news/aws-announces-aws-bench-an-open-source-benchmark-for-ai-agents-on-aws", "canonical_source": "https://aws.amazon.com/about-aws/whats-new/2026/07/aws-bench/", "published_at": "2026-07-25 04:42:35+00:00", "updated_at": "2026-07-25 04:52:13.872301+00:00", "lang": "en", "topics": ["ai-agents", "ai-tools"], "entities": ["AWS", "aws-bench"], "alternates": {"html": "https://wpnews.pro/news/aws-announces-aws-bench-an-open-source-benchmark-for-ai-agents-on-aws", "markdown": "https://wpnews.pro/news/aws-announces-aws-bench-an-open-source-benchmark-for-ai-agents-on-aws.md", "text": "https://wpnews.pro/news/aws-announces-aws-bench-an-open-source-benchmark-for-ai-agents-on-aws.txt", "jsonld": "https://wpnews.pro/news/aws-announces-aws-bench-an-open-source-benchmark-for-ai-agents-on-aws.jsonld"}}