From your question it sounds like you want a traditional battery and not a rechargeable. This is an area I think I have some good answers.
I buy and flip old equipment on eBay. A lot of stuff has batteries left in them, so I have a pretty large data set to go from. I have also done a lot of research on this myself.
Please stay away from Duracell. Even their Quantums leak. I mean I use them if it's something I will burn through quickly and they won't be in the device for long, because they have excellent capacity but terrible leak protection. Also stay away from Energizer, except for maybe their lithium ones? I don't know. I don't have experience with those ones in particular.
Years back the Diehard home batteries NEVER leaked. I don't think they make these anymore.
Sunshine batteries at Dollar Tree... yes I have used hundreds of these. No leaks but die very fast! Value-wise is it worth it? I got tired of the low remote battery warning on my TV every 5 weeks.
So what is the Holy Grail of batteries? Rayovac Fusion! These are clones of the Duracell Quantums but won't leak all over the place if you leave them in your gear for 2 years. Price is cheaper too!
I now almost use these exclusively and love them. Regular Rayovacs are fine, but these have incredible life. Tip: Buy them at Lowe's or Walmart (no C, D, or 9V at Walmart). Why? Because unbelievably people have created counterfeits of these and if you buy from Amazon or other online sellers you have a pretty good chance of getting the knock-offs.
If you want to experiment Harbor Freight has new batteries called Thunderbolt Edge which are on par with Duracell and only cost $8 for 18 of them. I ran a capacity test in my home lab and are excellent batteries as far as capacity goes, but who knows about leaking? Probably good to stick in kids toys, gifts, and stuff you don't care about.
Anyway, I strongly suggest going with the Rayovac Fusions (bought locally). I have a drawer in my toolbox stuffed full of them in every size and is my go-to for almost everything. There are exceptions like in my smoke detectors I run Kidde 10 year 9volts.
Don't forget to come back in 3 years and thank me when you are in battery nirvana!
Edit: I just looked on Amazon at the Energizer Lithium batteries. Wow! Tons of people complaining about dead batteries, leaking, and the like. I'm going to guess these are probably counterfeits. I ordered some other brands locally and on Amazon and cut them apart and tested them for voltage, capacity, and peak current output. And have confirmed counterfeits for Duracell and the Rayovac Fusions. I think this is a rampant problem nobody is talking about. I thought about making a YouTube video about it, but didn't want to come under wrath from Amazon. They have lots of money and lots of lawyers!