My top 7 list of features:
1.
Algorithm: Buhlmann ZHL16c with user changeable GF and/or fully-disclosed GF settings in Rec mode similar to the Shearwater implementation.
2.
Mixed Gas: Capable of (at least) 3 Gas Switch up to 100% O2. Some people think they'll start with a low-end computer then they'll use it as a backup DC when they move on to advanced deep/wreck or Tec. The sad truth is you can't use a basic single gas Nitrox computer like a Zoop as a proper backup for Tec. It will lock-up when you're on an Accelerated Deco sched. Even if you're not planning to do Tec, a multi-gas computer will allow you to extend your recreational Dive Time without ever exceeding NDL by gas switching between 2 EANx mixes using a stage cylinder. I include this in my recreational Deep/Wreck Specialty courses.
3.
Battery: User replaceable. I use a Suunto D9, the battery was just changed in Jan. Now, it's on low batt again. It'll have to go to the shop for a week and cost $$ to change the Batt
. To be fair, I have well over 100 dives on the D9 in just the past 6 months with around 30% on deep deco dives. In contrast, my primary DC is a Petrel 2. When the low batt warning comes out, just slide in a new AA battery and you're good to go.
4.
Software/Firmware Update: User updatable via Internet. This is an essential feature to protect your investment (and yourself). Many computers out there require you to send your computer back to the shop or worse, not updatable at all.
5.
Wireless Air Integration: Built in. On doubles, I use a Suunto D9 transmitter on my right post. Conventional SPG on the left. The ability to simply flick your wrist to check gas remaining is very very nice especially when you have two deco bottles slung on the left and/or in a tight situation. Air Integration is like Keyless Entry or Parking Sensors. You can read about them, rationalize them, dislike them, but until you actually put them through the paces, you won't be able to experience their true value. And when you do, you'll wonder how you managed without these features.
6.
Display: Color OLED or LED LCD. There's no looking back after this
.
7.
Wireless Smartphone/PC Interface: Bluetooth. After a dive, I just activate the Data Upload feature on the Petrel 2 and my complete dive profile is uploaded to my iPhone Dive Log app in just a few seconds. No wires or any H/W attachment needed. No more excuses not to log your dives
. No need to bring a laptop on multiday dive trips to log your dive or review your profile. Wireless data transmission is also available on the H3 BUT on NFC instead of Bluetooth. It'll work on Androids but not on Apple devices
. Shearwater got it right by using Bluetooth instead of NFC.
Unfortunately, there is no Dive Computer in the market today that fits this list. The closest that I can think of is the Shearwater Petrel or Perdix and perhaps the OSTC. They have everything listed except wireless Air Integration
.
If i could add one last item, it'll be customer service. It's not a product feature. It's a promise to the customer.
Just my 2 bar thoughts.