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Why Sumo Logic?
Discover why Sumo Logic outperforms Coralogix
Sumo Logic is built for open-ended investigation, giving teams the freedom to search, analyze, and ask new questions of their data with schemaless ingestion, powerful querying, and integrated AI.
Coralogix can look simpler on paper, but its pipeline-driven approach often constrains search and requires added configuration when questions—and environments—inevitably change.
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Operational simplicity at scale
Sumo Logic reduces ongoing operational effort with schemaless ingestion and a SaaS model that requires no pipeline tuning or constant reconfiguration, allowing teams to investigate new questions as needs change. Coralogix relies on user-managed pipelines and parsing rules that must be updated as data formats and use cases evolve, increasing operational effort as environments scale. | Sumo Logic | Coralogix |
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Search freedom and investigative flexibility
Sumo Logic lets teams explore data freely with flexible querying across structured and unstructured logs, even when new questions arise after ingestion. Coralogix investigations are more dependent on how data was parsed and routed upfront, which can limit flexibility when troubleshooting new or unexpected issues. | Sumo Logic | Coralogix |
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Designed for unplanned questions
Sumo Logic is built for environments where teams don’t always know in advance what they’ll need to investigate, enabling historical data to be reused for new analyses. Coralogix generally assumes data is structured around known use cases, which can require adjustments when new questions emerge. | Sumo Logic | Coralogix |
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AI-assisted troubleshooting
Sumo Logic Dojo AI uses coordinated, explainable AI agents to actively guide investigations, helping teams move from alert to resolution with structured analysis and clear next steps embedded in the workflow. Coralogix Olly AI focuses on providing natural-language answers and surfaced insights from observability data, while deeper investigation and resolution typically still require users to manually explore and connect the underlying data. | Sumo Logic | Coralogix |
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Predictable cost for real-world usage
Sumo Logic uses a unified credit model designed to support flexible investigation with fewer ingest-time decisions that affect cost. Coralogix also uses a unit-based model, but consumption is more influenced by pipeline configuration choices, which can require closer operational management as usage evolves. | Sumo Logic | Coralogix |
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Powerful log search
Sumo Logic’s query language and patented LogReduce, LogCompare allow searches across structured and unstructured data, from metrics and traces to logs, without sampling for full fidelity.
Unified platform
Sumo Logic’s integrated log analytics platform offers a single solution for observability and security.
Cloud-native SIEM
Sumo Logic Cloud SIEM provides security analysts and SOC managers with enhanced visibility across the enterprise to thoroughly understand the scope and context of an attack. Streamlined workflows automatically triage alerts to detect known and unknown threats faster.
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