For example, a team of GPT3.5 agents can outperform GPT4o. A single inference is essentially just kind of a chain reaction where once you have a set of tokens generated, as it's building an answer, it's looking for next tokens only, and can't revise or rethink. CoT will always outperform the single inference approach.