Check the color of the indicator for the probability of a rare artifact appearing. It is located on the left under the main game screen. With each new victory, the indicator fills up and its color tends to red. And the closer it is to red, the higher the likelihood of a chest with a rare artifact appearing.
You can read about similar features of the game in small books in Agranor's library (next to Сeliсa's house).