Games like Stellarium
Games like Stellarium include Vampire Survivors, Planes, Bullets and Vodka, BALL x PIT, Bit Blaster XL, and Touhou Tenkuushou ~ Hidden Star in Four Seasons.. We matched them by the tags players give Stellarium on Steam (Bullet Hell, Action, Casual, Shoot 'Em Up, and Arcade): closest matches first, and among equally close ones the better-known games.

Vampire Survivors
Shared: Bullet Hell · 2D · Casual

Planes, Bullets and Vodka
Shared: Action · Casual · Bullet Hell

BALL x PIT
Shared: Action · Bullet Hell · Arcade

Bit Blaster XL
Shared: Bullet Hell · Shoot 'Em Up · Arcade

Touhou Tenkuushou ~ Hidden Star in Four Seasons.
Shared: Bullet Hell · Shoot 'Em Up · Female Protagonist

Touhou Koumakyou: New Classic - the Embodiment of Scarlet Devil
Shared: Bullet Hell · Shoot 'Em Up · Action

LUFTRAUSERS
Shared: Bullet Hell · Action · Arcade

TouHou Makuka Sai ~ Fantastic Danmaku Festival
Shared: Bullet Hell · Action · Casual

Mushihimesama
Shared: Bullet Hell · Action · Shoot 'Em Up

Touhou Kinjoukyou ~ Fossilized Wonders.
Shared: Bullet Hell · Action · Shoot 'Em Up

Touhou Juuouen 〜 Unfinished Dream of All Living Ghost.
Shared: Action · Bullet Hell · Shoot 'Em Up

Nova Drift
Shared: Bullet Hell · Shoot 'Em Up · Arcade

Cyberhunt
Shared: Action · Casual · Shoot 'Em Up

DRAINUS
Shared: Action · Shoot 'Em Up · Bullet Hell

Touhou Fuujinroku ~ Mountain of Faith.
Shared: Action · Bullet Hell · Shoot 'Em Up

ZeroRanger
Shared: Bullet Hell · Shoot 'Em Up · Action

TouHou Makuka Sai ~ Fantastic Danmaku Festival Part II
Shared: Bullet Hell · Shoot 'Em Up · Action

DJMAX RESPECT V
Shared: Casual · Action · 2D

Heavy Weapon Deluxe
Shared: Casual · Action · Bullet Hell

Geometry Wars: Retro Evolved
Shared: Casual · Bullet Hell · Arcade

Touhou Kouryudou ~ Unconnected Marketeers.
Shared: Bullet Hell · Action · Shoot 'Em Up

A Dance of Fire and Ice
Shared: Arcade · 2D · Singleplayer

TouHou Makuka Sai ~ Fantastic Danmaku Festival Part III
Shared: Bullet Hell · Shoot 'Em Up · Action

Dimension Tripper Neptune: TOP NEP
Shared: Action · Bullet Hell · Arcade