The most popular Chinese keyboard app which is used by more than 450 million monthly users sends every key typed to Tencent in China.
citizenlab.ca
Vulnerabilities in Sogou Keyboard encryption expose keypresses to network eavesdropping.
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I use https://github.com/osfans/trime to type Chinese.
That looks nice. I'll check it out if I have some time later; though my written Chinese is fairly limited. So far the Windows keyboard layout did just fine.
Oh, the one I linked to was actually https://rime.im/ ported to Android. If you want to use it on Windows, please use this link instead. By the way, the required setup on Android is quite a hassle compared to the Windows, macOS, or Linux version.