Then you might want to try the desktop and the new version. It feels quite a bit different to play with keyboard/controller and mouse. Aside from balancing changes there were bunch of new features added over time like trinkets and the duelist class recently. 

https://antifandom.com/pixeldungeon/wiki/Shattered_Pixel_Dungeon/1.X (2021-2023: new traps, spells and rings; spectral necromancer, alchemy rework, divine inspiration gets you more talent points, metamorphosis gets you talents of other classes, crystal key [see-through doors and chests], gas room, firewall room, laser room, reintroduction of sacrifice room, seeded runs, daily runs, more badges, ascension curse, scores for exploration, bosses and quests; score multiplier for ascension and challenges; lore pages)

https://antifandom.com/pixeldungeon/wiki/Shattered_Pixel_Dungeon/2.X (2023-2024: duelist class, blacksmith quest on subfloor with new enemies, trinkets, alchemy rework )