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https://github.com/tsu2000/genshin_wishes

Statistical modelling and simulations of 4 & 5★ drop rates in Genshin Impact.
https://github.com/tsu2000/genshin_wishes

altair genshin genshin-impact mathematical-modelling matplotlib plotly-graph-objects probability simulation statistical-analysis statistics streamlit

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Statistical modelling and simulations of 4 & 5★ drop rates in Genshin Impact.

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# 🎰 Genshin Impact WishStats

**Link to Web App 👉**: [HERE]()

![Cumulative Probability](https://github.com/user-attachments/assets/81bf1d0f-2d1d-4368-8b0d-d1373e5371a9)


**Genshin Impact WishStats** is an interactive Streamlit app that visualises the probability system behind Genshin Impact’s gacha mechanics. It models drop rates and pity behaviour for 4★ and 5★ characters or weapons based on theoretical probabilities and user-defined inputs. The app provides a statistical breakdown of how many wishes it may take to pull 5★ characters or weapons, on average.

### Why use it?
- Understand how Genshin Impact's 5★ and 4★ pity system works through simple and interactive simulations
- Visualise expected pull outcomes with data visualisations
- Estimate your odds and plan pulls based on your current 5★ pity and banner type