Horizontal vs Vertical Scaling Considerations

Node.js and Python commonly rely on horizontal scaling to handle increased loads, spinning up more instances behind load balancers. Java can benefit more from vertical scaling due to JVM optimizations and multi-threading capabilities, but modern cloud-native practices favor horizontal scaling for all three. Your infrastructure and scaling strategy will affect which framework performs best at scale.