What are the best games to play with an arcade stick?

[Bitey]

Hi, I have 2 arcade sticks lying around (MadCats SFV-alpha), been using them in fighters, but I would love to try an arcade style games, like on cabinets, Metal Slug etc.
I tried emulators and it's a lot of fun, but I am interested if any of you got any favorites on steam.

[Paratech2008]

Arcade Shooters like Ikaruga, Deathsmiles, Raiden III/IV.

Pinball games if they'll support the controller in controller mode.

The Sonic Racing games if you can get the controller to work in controller mode.

[Bitey]

I am trying out few now.
Got Mercenary Kings -kinda like a cross between Metal Slug and Borderlands 2

One that looks like one of the games I played on PS4, Odin Sphere Leifthrasir... It came out on PS3 too so I'll maybe try emulating it as well... The game is called Valdis Story, decent.

And Broforce. This game is perfect.

♥♥♥♥♥♥♥♥♥, I mut have been living under a rock, because I can see a ton of good ones.