Perceptron Mk1 brings video understanding AI at 80 to 90 percent lower cost than top rivals

It can track objects through occlusions in live streams

Perceptron Inc. has launched Mk1, a proprietary video analysis reasoning model designed for temporal continuity and physical understanding, including object dynamics and analog reading. The company claims performance leadership on spatial and video benchmarks while pricing the API at $0.15 per million input tokens and $1.50 per million output tokens—80 to 90% cheaper than major frontier models.