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The 2025 State of AI

The 2025 State of AI

Learn how companies build with AI: Emerging patterns & plans

Website vellum.ai
Overview

What it is

We surveyed 1,250+ AI developers and SMEs to learn how AI is being used: 💻 25% of businesses have AI in production, many still in early phases. 📃 Document parsing is the most popular use-case 🤖 55% will prioritize building agents in 2025 and more 👇🏻

Intent

I need it when

Understand current AI model capabilities and competitive landscape

The 2025 State of AI provides detailed benchmark comparisons across frontier models (GPT-5.5, Claude Opus 4.7, Gemini 3.1 Pro), helping users understand which models excel at specific tasks like coding, reasoning, cybersecurity, and long-context processing.

Evaluate pricing and cost-efficiency of frontier AI models

The article includes detailed pricing breakdowns, token efficiency analysis, and cost comparisons across models, helping users calculate effective costs and ROI for their AI infrastructure.

Make informed decisions about which AI model to adopt for specific use cases

The article breaks down model strengths and weaknesses across domains (agentic coding, long-context, knowledge work, scientific research, cybersecurity), enabling users to match model capabilities to their organizational needs.

Stay current with AI safety and alignment research findings

The content covers system card findings, safety evaluations, and alignment concerns from leading labs, helping users understand risks and mitigation strategies when deploying frontier models.

Drop

Not a fit when

  • User seeks a paid research report or downloadable document—the source URL references a Vellum blog article, not a standalone product for purchase
  • User needs real-time AI model benchmarking data—the article discusses historical model comparisons (GPT-5.5, Claude Opus 4.7, Gemini 3.1 Pro) that may be outdated
  • User requires interactive tools or dashboards to explore AI capabilities—this is editorial content, not a software tool or platform
  • User is looking for a product to integrate into their workflow—the State of AI is informational content, not an API or service
  • User needs hands-on evaluation of frontier models—the content is analysis and commentary, not direct model access or testing environment
Commercials

Pricing

Pricing not specified