Personally I don't like those old Chieftecs, but only because I've seen a couple of then fail catastrophically, to the point of in one case taking the motherboard with it.
But I'm sure the quality varies a lot from model to model.
Also, when it comes to power supplies, the most expensive ones are not always the best. One of the cheapest power supplies I've ever purchased, an OCZ ModXstream Pro 500W, turns out to be a very solid PSU. It's been reviewed with great results, and I've been using it in a number of different builds over the years. The only reason I bought it, was to put together a media center system years ago, and I wanted something "cheap and modular". This was cheap, about $45 back then I think (around 2006), and it is modular. So looking around a bit, checking out some of the review sites, might reveal some proper bargains.
My PIII 1.4GHz is using a stock Compaq PSU, and keeping in mind that I've added a 10.000RPM scsi drive, a much more demanding graphics card, a discreet sound card, which all draw on that small ~200W (I think) PSU, I'm surprised it's holding up as well as it is. Keeping in mind that the system came with a PIII 800EB, puts this system at around the turn of the millennium, meaning the PSU is probably 14 years old or so. Somehow I doubt it has Japanese caps.
In my main system I use a Corsair HX-series though, which is a very nice unit. It wasn't cheap though, and I wouldn't bother with something like that for a retro rig.
WinXP : PIII 1.4GHz, 512MB RAM, 73GB SCSI HDD, Matrox Parhelia, SB Audigy 2.
Win98se : K6-3+ 500MHz, 256MB RAM, 80GB HDD, Matrox Millennium G400 MAX, Voodoo 2, SW1000XG.
DOS6.22 : Intel DX4, 64MB RAM, 1.6GB HDD, Diamond Stealth64 DRAM, GUS 1MB, SB16.