What is the true ROI of AI coding tools for a development team?

GitHub's own research found Copilot users complete tasks 55% faster on average. At $19/month per developer, the tool pays for itself if it saves even 30 minutes of developer time per week. The biggest productivity gains are in test writing, documentation, and boilerplate code. ROI is lower for complex algorithmic work or highly specialized domains with limited training data.