AI EdgeLabs NDR vs FirstWave opFlow: Side-by-Side Comparison (2026)

AI EdgeLabs NDR

Mid-market and enterprise teams managing cloud and hybrid infrastructure need AI EdgeLabs NDR because it detects lateral movement and data exfiltration in real time without the CPU drag that forces most organizations to compromise on packet visibility. The kernel agent runs in under 5% CPU across 48 concurrent interfaces while maintaining sub-millisecond latency at 50+ Gbps, which means you're not choosing between monitoring depth and operational overhead. Skip this if your priority is incident response automation; AI EdgeLabs prioritizes detection and analysis over post-breach workflows, leaving orchestration to your existing SOAR.

FirstWave opFlow

Network teams operating flat or poorly segmented infrastructure will get immediate value from opFlow's conversation heat maps and top-talker identification, which expose traffic patterns that traditional NetFlow tools bury in tables. The tool ingests five major flow protocols (Cisco NetFlow, NSEL, Juniper J-Flow, sFlow, IPFIX) natively without connectors, so deployment friction stays low. Skip this if you need behavioral baselining or threat correlation tied to endpoint identity; opFlow is a network-layer visibility tool, not an NDR platform that fuses flows with log aggregation or asset context.