Both tools monitor ColdFusion, but they're built differently and the honest answer depends on your context. FusionReactor is purpose-built for ColdFusion and Lucee - it installs as a low-overhead Java agent that understands CFML natively, exposing 40+ ColdFusion-specific metrics, request/transaction tracing, JVM and heap profiling, thread analysis, and database/query monitoring out of the box, and it even auto-recognizes CF frameworks like ColdBox and FW/1 when naming transactions. New Relic is a broad, SaaS observability platform that monitors ColdFusion through its general-purpose Java agent (CF runs on the JVM, so the agent works) plus a ColdFusion "quickstart," but it doesn't introspect CFML internals as deeply - getting granular CFML insight typically requires explicit, developer-added instrumentation. The practical rule: for finding ColdFusion-specific bottlenecks fast - slow CFML templates, JDBC pool saturation, memory leaks, GC pauses - FusionReactor's CF-native depth is hard to beat; for a single observability platform spanning many languages, mobile, infrastructure, and synthetics across a large heterogeneous estate, New Relic's breadth is the draw. This guide compares them on the dimensions that actually matter for catching bottlenecks, with the honest trade-offs.
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