Coralogix vs AWS
Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $115M Series E at $1B+ valuation; separates data ingestion from indexing to cut observability costs 70%+; acquired Aporia; launched AI agent Olly; 2,500+ enterprise customers
About
Coralogix was founded in 2015 with a mission to make observability accessible and economical for engineering teams at any scale, solving the core problem that conventional log management and monitoring tools become prohibitively expensive as data volumes grow. The company's founders recognized that the industry's dominant pricing model — charging per gigabyte ingested and stored — created a perverse incentive for teams to reduce logging coverage to manage costs, which directly undermined the reliability and debuggability of their systems. Coralogix's core technology separates data ingestion from storage, enabling teams to analyze all their data in real time without paying to store everything at full fidelity.\n\nCoralogix's platform provides unified observability across logs, metrics, and traces, with AI-powered anomaly detection, root cause analysis, and alerting built into the core product. In 2024 the company launched Olly, an AI observability agent that interprets telemetry data, surfaces insights in natural language, and accelerates incident response without requiring deep platform expertise. Coralogix also acquired Aporia, an AI model monitoring company, extending its platform into LLMOps and enabling observability for machine learning pipelines alongside traditional infrastructure. The platform serves engineering, DevOps, and security operations teams at cloud-native companies and enterprises.\n\nCoralogix raised a $115 million Series E at a valuation exceeding $1 billion, bringing total funding to over $250 million. The company serves thousands of customers globally and competes with Datadog, Elastic, and Splunk in the observability market. Its differentiated pricing model — which routes data to different storage tiers based on query frequency and business value — and its AI-powered analysis capabilities position Coralogix as a cost-efficient alternative to incumbents for high-volume, cost-sensitive engineering teams.
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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