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Anthropic Economic Index — January 2026: Economic Primitives

The Anthropic Economic Index report for January 2026 explores new metrics of AI usage, focusing on economic primitives and their impact on AI interactions with Claude. It provides insights into global usage patterns and task success rates.

  • Year2026
  • Sample1 million Claude.ai conversations + 1 million first-party API transcripts
  • AccessFree
  • FormatPDF
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The Anthropic Economic Index — January 2026: Economic Primitives report introduces new metrics to analyze AI usage, focusing on economic primitives. This report provides a comprehensive overview of interactions with Claude, an AI model, in November 2025, just before the release of Opus 4.5. It highlights how AI is reshaping the economy by examining changes since the last report. Claude's usage remains concentrated among certain tasks, primarily related to coding, with the top 10 tasks accounting for 24% of conversations. Augmentation patterns, where users learn or iterate on tasks with Claude, have increased to over half of the conversations.

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The report also discusses global usage patterns, noting that the US, India, Japan, the UK, and South Korea lead in Claude.ai use. Within the US, states with more computer and mathematical professionals show higher usage. The report introduces economic primitives to analyze AI's impact on the economy, revealing that Claude is used for higher-skill tasks than those in the broader economy. It also examines job exposure to AI, highlighting how Claude's success rates affect different occupations.

The report provides insights into how AI adoption varies by geography, with work and personal use cases more common in higher-income countries, while coursework use is prevalent in lower-income countries. It also explores the relationship between GDP, human education, and AI adoption. The report concludes by discussing the potential productivity impacts of AI, noting that task success rates and task complementarity play crucial roles in determining AI's economic effects.

  • CategoryOther AI Tools

  • Introduction of new economic primitives

  • Analysis of AI usage patterns

  • Focus on task success rates

  • Insights into global AI adoption

  • Examination of job exposure to AI

  • Discussion on task complementarity

  • Impact of AI on productivity

  • Geographic variation in AI usage

  • AI Usage Analysis
  • Economic Impact Assessment
  • Task Success Evaluation
  • Geographic Usage Insights
  • Job Exposure Analysis

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