I've never listened to any Cherry, Nuprime or ATI amps, but I've read good reviews on all of them. I don't currently have any knowledge or experience that would lead me to think any one of them is the best.
I know there are a lot of good quality class D amps, such as the ones you mentioned, as well as many others.
My suggestion is to do as much research as you can on class D amps by reading audio forum discussions on class D amps as well as owner and professional reviews online. Start a list or spreadsheet of all possible candidates that lists Company, Model Number, Type(monoblock or stereo), Condition (new or used),Price and a Notes section for important related info. You can also do Google searches on particular brands/models to obtain more specific and even comparison info.
I'll get you started by listing some good quality class D companies to consider and other thread readers, hopefully, will chime in with others to consider. Since I don't know your budget, I can't currently limit my suggestions by price but it's very useful if you could post your budget as well as primary usage (music, HT or both), number of desired channels (monoblock single channel, stereo 2-ch or multi-ch with ? channels).
Here's my starter list:
ATI
Acoustic Imagery
Anthem
Arcam
Atmasphere (first class D amp from this tube amp company. Release date TBD.)
Bel Canto
B&K Audio
Cherry
Channel Islands
Class D Audio
Classe
Devialet
D-Sonic
Hypex (class D power module and power supply manufacturer for DIY amp kits)
James Romeyn (Hypex NCore400 amp kit builder)
Kii Audio
Linn
Lyndorf
Marantz
Merrill Audio
Mola Mola
NAD
Nord
Red Dragon (all new upgraded models coming late 2019.)
Outlaw
Peachtree
Primare
Purifi
Rogue Audio
Sunfire
Theta
Wyred 4 Sound
Have fun,
Tim