New Relic is an AI-powered observability platform that correlates telemetry across the entire stack to isolate root causes and reduce mean time to resolution (MTTR). It offers a complete observability toolkit including application performance monitoring, digital experience monitoring, AI and agentic monitoring, infrastructure monitoring, log management, and security features.
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Alternatives to splunk
Start with the same category and recorded primary feature, then narrow by the features you need. These are discovery candidates, not a claim that every product replaces every feature.
Consider switching if these limitations affect you: Potential complexity in managing large-scale data and AI agent governance. Unmonitored AI models and agents can cause unplanned expenses without proper token usage tracking.
Verified alternatives
Each one checked against splunk: it does the same main job for a similar customer, so a buyer could choose it instead.
Grafana Cloud is an AI-powered observability platform built on open standards that unifies metrics, logs, traces, profiles, and business data. It supports full-stack observability and integrates with existing tools without requiring rip-and-replace, offering features like AI assistant, adaptive telemetry for cost optimization, and incident response management.