The second run was a major disappointment for the young Kiwi who almost crashed out on the top section of the course and never recovered with mistakes on the steep middle section and on the flats to post the 23rd fastest time of the 30 starters.
Robinson's combined time over the two runs of 2:09.96 was 2.41 seconds slower than the winner Shiffrin who edged Gut-Behrami into second by 0.14 of a second with Slovak Petra Vlhova rounding out the podium.
Robinson won't be the only big name to leave Solden disappointed. Last year's Giant Slalom Globe World Cup winner and defending Solden champion Italian Marta Bassino failed to finish the opening run while compatriot and overall World Cup champion Federica Brignone crashed out on the second run.
Robinson will now head to Copper Mountain in Colorado for three weeks of speed training, (Super G and Downhill) before turning her attention to her next Giant Slalom at Killington in Vermont on the 28th of November.
Last year's Giant Slalom Globe World Cup winner and defending Solden champion Italian Marta Bassino failed to finish the opening run while compatriot and overall World Cup champion Federica Brignone crashed out on the second run.
Solden marked the start of the biggest season to date for the Queenstown skier that includes the Winter Olympics in Beijing in February, while she will be competing in the full Super G season and introduce Downhill to her repertoire.