• 0-100ms - instant feel
• 100-300ms - slight perceptible delay
• 300-1000ms - loss of task focus, perceptible delay
• 1s+ - mental context switch
• 3s+ - user leaves

Resources:

• What is Critical Rendering Path?
• Understanding the critical rendering path, rendering pages in 1 second