The main reason why Seldon is different from other open-source prediction engines: * Seldon have come from a background of high-scale enterprise deployments before releasing an open source platform, not the other way around. In other words, we already optimized for real-time low latency high throughput production environments. * Seldon provides an end-to-end componentized setup - i.e. front end UI, real-time prediction server, offline machine learning jobs, web-scraping, etc. * Seldon allows developers to run A/B tests and change algorithms with no downtime. * Seldon will provide enterprise features like automated performance optimization of customer's own algorithms using micro-services.