Photomatix is the best and easiest to use... however, on some occasions (maybe 20%) I get better results using Dynamic HDR, so I often try both to see which works best.

I think Dynamic HDR works better if you're doing a pseudo-HDR (ie tone mapping using just one single RAW file rather than proper bracketed RAW exposures).