I'm not much more experienced than you are but the short answer is an elliptical point shape designed to push between the weave vs a point designed to cut a hole in the material. The extreme of that is probably the leather needle. Here is an interesting link:
http://www.sewing.org/files/guidelin...dle_charts.pdf
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