Yup. The difference is particularly apparent with o3, which does bursts of web searches on its own whenever it feels it'll be helpful in solving a problem, and uses the results to inform its own next steps (as opposed to just picking out parts to quote in a reply).

(It works surprisingly well, and feels mid-way between Perplexity's search and OpenAI's Deep Research.)