Anthropic Economic Index Report: Cadences

As the way Claude is used evolves from simple conversations to long-running Agentic Tasks like Claude Code and Cowork, Anthropic has improved its data pipeline to more precisely measure economic impact. The new metrics introduce hourly sampling and conversation classification capabilities, offering a clearer picture of how AI is permeating economic activity.

The analysis shows that Claude usage patterns closely mirror human life rhythms. On weekdays, business tasks and marketing-related requests dominate, but on weekends, the share of personal-use conversations surges from about 35% to nearly 50%. By time of day, there is a tendency to look for news in the morning, recipes around 6 PM, and sleep-related advice around 3 AM.

It was also found that there is a correlation between the value of tasks users perform and Compute consumption. Tasks requiring more judgment from Claude, such as building a website, consume more tokens than simple translation, which is directly tied to the value of the output. Meanwhile, according to the Anthropic Economic Index Survey, the more people use AI in an automated way, the more they expect AI to replace more of their work in the future, while also tending to expect positive changes in terms of pay and job security.