According to our experience, weekday is usually better than weekend due to local Taiwanese tourists. That is why Eye Travel Taiwan only selects weekdays for our small group tour. You pay less money but get the better experience. Just take a look at the following pictures, then you'll realize the tour condition you might experience.
Weekend vs Weekdays (Zhuilu Old Trail)
Weekend vs Weekdays (Taroko Gorge)