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
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.
NYSE-listed (DT) enterprise observability platform with automatic full-stack discovery and Davis AI root cause; $1.57B revenue competing with Datadog and New Relic for cloud-native application performance monitoring.
Dynatrace is a Waltham, Massachusetts-based software intelligence platform providing enterprise-grade observability, AIOps, and application security — delivering full-stack monitoring of cloud-native applications, Kubernetes infrastructure, databases, and digital user experiences through the Dynatrace OneAgent (automatic instrumentation) and the Davis AI causation engine that identifies root causes of performance problems without manual correlation. Listed on NYSE (NYSE: DT), Dynatrace was founded in 2005 and generated $1.57 billion in revenue in fiscal year 2024 at 20%+ growth, serving 4,600+ enterprise customers including SAP, Delta Airlines, BNY Mellon, and federal government agencies for mission-critical application observability.
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