I don't think it's utter nonsense. It does seem to indicate typically male and female lines of thinking. No one should confuse this and gender identity, though. If it were the same, we'd have to force a lot of female scientists and male psychologists to transition.
Also, the first thing I noticed is that the test was absolutely not made for the 21st century. All example games are board games, they talk about buying a stereo and, most of all, programming a VHS recorder.
Comment while doing the test: No matter what the end result is, my scores are low in both male (systemizing) and female (empathizing) categories. I think I suck.
Also, sucks that they say sexual partner only. Not everyone falls in love with who they want to have sex with and vice versa. Not to mention that there's no option for undecisive bisexuals. ._.
And uhm, that part with related words... It's only valid for native speakers, isn't it?
I appear to fall directly in the female average, though, at 50.
Details are...
Angles: 13 - lowest value for the androgynous range, close to the female range.
Spot the difference: Precisely 50 %. Androgynous, slightly leaning towards female.
Hands: Left thumb on top. Apparently, as a right brain dominant person, I should be good at visual, spatial and intuitive processes. Not sure what intuitive processes are, but I know my visual memory and sense of orientation are rather bad.
Emotions and systems: Empathy 8 (just a tiny bit above the male average); Systemizing 4 (way below the average value for women, 8, and even worse compared to men) - even though I was never exactly awful at maths.
Eyes: 7/10, compared to the average of 6.6 for BOTH men and women (what's the point of the test, then?)... even though they say women generally fall in the category of 7-10. Maybe they mistyped the number.
Fingers: 0.91 and 0.9, compared to the male (0.982) and female (0.991) average. Either I don't know how to measure, either I have super mega masculine fingers. Well, not that my hands ever looked feminine in any way.
Faces: I chose women, even though I wasn't sure, since I mostly fall in love with women but am mostly sexually attracted to men... and I thought they probably wouldn't be showing "exciting" things so I chose the love part. So basically I prefer more feminine faces. The result explanations only conver heterosexuals, though. If I'd knew, I'd have chosen men.
3D shapes: 6/12, lower than the female average of 7.1, and even worse compared to men. Though I got all of them right, I only got through half of the test. I'm slow, especially at this kind of stuff.
Words: 13 for grey and 11 for happy (24 total), compared to the male (11.4 total) and female (12.4 total) averages... Hah? The heck? People can't think of more than 5-6 grey things or signs of happiness in a minute each? And here I struggled because I'm not a native English speaker... Either I went wider than allowed in my associations, either I just don't understand.
Ultimatum: I demanded precisely half the money, which makes me more generous than both genders. Pff, selfish people. Apparently demanding "only" 60 % of the pot or less is typically female and going with 65 % or more is typically male. Anyone heard of fairness? xD