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EMPIRICAL BENCHMARKS • SUB-50MS EDGE VERIFICATION

Performance & Edge Benchmarks

Verified hardware benchmarks measured across multi-camera industrial edge inference server nodes.

38.4 ms

Avg End-to-End Latency

98.9%

Precision (mAP@0.5:0.95)

0.002%

False Alarm Rate

60 FPS

Simultaneous Dual Stream

Edge Inference Comparison Matrix

METRIC KAVACHG EDGE CLOUD AI VISION LEGACY CCTV NVR
Inference Latency < 42 ms 650 - 1800 ms N/A (No AI)
Bandwidth Consumption 0 Mbps (Local Edge) 150 - 400 Mbps Local Only
Network Outage Resilience 100% Operational (Self-Healing) Fails Completely Records Without Alerts
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