GPT-3.5 is a natural language processing model that is suitable for processing shorter texts and conversations. It has predictable tokenization and is more cost-effective to run. However, for processing multi-page documents or remembering long conversations, GPT-4 is required, which comes with more advanced capabilities but at a higher cost.