Our rankings use Algorithm v7.1, which evaluates 8 key factors: Agentic Capability, Innovation, Technical Performance, Developer Adoption, Market Traction, Business Sentiment, Development Velocity, and Platform Resilience. Each factor is weighted based on its importance to developers and businesses.