Which roofing shingle brand is better?

With shingles you truly get what you pay for. The brand does not matter if they are installed correctly. What you should concern yourself with is the style. 3 tab are the worst and hence the cheapest. The upgraded ones cost more per foot but will outperform 3 tab during severe weather.