While DeepSeek can point to common benchmark results and Chatbot Arena leaderboard to prove the competitiveness of its model, there's nothing like direct use cases to get a feel for just how useful a new model is.

DeepSeek's latest model requires less expensive hardware than competitors, and disrupts established AI platforms through open source licensing — but is lower cost and hardware efficiency the whole story?