A survey of 81,000 Claude users identifies new capabilities as the primary productivity benefit, narrowly beating processing speed. Creative professionals report feeling limited and threatened by the technology. The data contains significant selection bias, limiting its broader utility. Practitioners should view these sentiment trends as anecdotal rather than a representative industry benchmark.