AI EdgeLabs NDR vs BlackDice Halo: Side-by-Side Comparison (2026)

AI EdgeLabs NDR: AI-native NDR for cloud, edge, and hybrid network threat detection. built by AI EdgeLabs. Core capabilities include Inline packet analysis at 50+ Gbps with sub-millisecond latency, DPDK-based agent with user-space traffic analysis and kernel-offloaded processing, Kernel-based agent supporting up to 48 concurrent network interfaces..

BlackDice Halo: AI-powered network cybersecurity platform for telcos to protect subscribers. built by BlackDice. Core capabilities include Operator console (BlackDice Retina) for full network threat visibility across routers, devices, and subscriber environments, Consumer mobile app (BlackDice Angel) for end-user threat management across connected devices, AI and machine learning engine (BlackDice IQ) for threat analysis and actionable insights..

Both serve the Network Detection and Response market but differ in approach, feature depth, and target audience.

AI EdgeLabs NDR differentiates with Inline packet analysis at 50+ Gbps with sub-millisecond latency, DPDK-based agent with user-space traffic analysis and kernel-offloaded processing, Kernel-based agent supporting up to 48 concurrent network interfaces. BlackDice Halo differentiates with Operator console (BlackDice Retina) for full network threat visibility across routers, devices, and subscriber environments, Consumer mobile app (BlackDice Angel) for end-user threat management across connected devices, AI and machine learning engine (BlackDice IQ) for threat analysis and actionable insights.

AI EdgeLabs NDR is developed by AI EdgeLabs. BlackDice Halo is developed by BlackDice. Vendor maturity, funding stage, and team size can be important factors when evaluating long-term viability and support quality.

AI EdgeLabs NDR and BlackDice Halo serve similar Network Detection and Response use cases: both are Network Detection and Response tools. Review the feature comparison above to determine which fits your requirements.