RunPod published a State of AI report based on production data from more than 500,000 developers, arguing that real AI usage looks different from the prevailing market narrative.

The report focuses on what developers actually run in production rather than which models or tools dominate online discussion.

That lens is valuable for infrastructure planning because GPU demand, model choice, and workflow patterns are often clearer in operational data than in launch announcements.