The document compares JavaFX, AJAX, and Flex regarding performance, responsiveness, graphical capabilities, video support, language features, and deployment. JavaFX showcases superior performance in benchmarks and better language features but struggles with font support and deployment speed compared to AJAX and Flex. Despite its strengths, JavaFX is still considered a newer and less optimized technology facing challenges in the competitive landscape of web development.