Prometheus vs AWS
Side-by-side comparison of AI visibility scores, market position, and capabilities
CNCF-graduated open-source monitoring toolkit standard for Kubernetes and cloud-native infrastructure; PromQL, pull-based scraping, and Alertmanager with managed offerings from Grafana Labs and cloud providers.
About
Prometheus is an open-source systems monitoring and alerting toolkit — originally developed at SoundCloud in 2012 and donated to the Cloud Native Computing Foundation (CNCF) in 2016, where it became the second CNCF project to graduate (after Kubernetes). Prometheus collects time-series metrics from applications and infrastructure through a pull-based model (scraping HTTP endpoints), stores them in a local time-series database, and provides PromQL (Prometheus Query Language) for flexible metric analysis and alert definition. The Prometheus ecosystem is maintained by the open-source community with major contributions from Grafana Labs, Red Hat, and cloud providers.
Amazon (NASDAQ: AMZN) AWS world's largest cloud at $115B FY2024 revenue with 30% market share; 200+ services with Bedrock AI platform and Trainium custom chips competing with Azure and Google Cloud for enterprise and AI infrastructure.
About
Amazon Web Services (AWS) is the cloud computing division of Amazon.com, Inc. (NASDAQ: AMZN) — headquartered in Seattle, Washington — operating the world's largest and most comprehensive cloud platform with 200+ services spanning compute (EC2, Lambda, ECS, EKS), storage (S3, EBS, EFS), databases (RDS, DynamoDB, Redshift, Aurora), AI and machine learning (SageMaker, Bedrock, Rekognition, Polly), networking (VPC, Route 53, CloudFront CDN), developer tools (CodeBuild, CodeDeploy, CodePipeline), and industry-specific cloud services for healthcare, financial services, and government. AWS generated $115 billion in revenue in fiscal year 2024 (+18% year-over-year) and $33 billion in Q3 2025 revenue (+20% year-over-year), maintaining approximately 30% global cloud infrastructure market share as the largest of the three dominant hyperscale cloud providers.
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