> o1-preview is about on par with Anthropic's Claude 3.5 Sonnet in terms of accuracy but takes about 10X longer to achieve similar results to Sonnet.
> o1's performance increase did come with a time cost. It took 70 hours on the 400 public tasks compared to only 30 minutes for GPT-4o and Claude 3.5 Sonnet.