Here’s the difference between Flyte and Singularity Data. The comparison is based on pricing, deployment, business model, and other important factors.
Flyte provides a cloud-based machine learning and data processing platform. The open source structured programming and distributed solution enables concurrent, scalable and maintainable workflows for machine learning and data processing. Uses protocol buffers as the specification language to specify these workflows and tasks.
Singularity Data is an early-stage start-up that innovates next-generation database systems. The company develops RisingWave, a cloud-native sql streaming database for modern real-time applications. RisingWave is a cloud-native streaming database that uses sql as the interface language. It is designed to reduce the complexity and cost of building real-time applications. RisingWave consumes streaming data, performs continuous queries, and updates results dynamically. As a database system, RisingWave maintains results inside its own storage and allows users to access data efficiently. Singularity Data was founded in early 2021 by a team of experienced database researchers and practitioners who have previously worked for the likes of, AWS Redshift, Microsoft Azure, Snowflake, LinkedIn, Uber, etc. Singularity Data has raised tens of millions of us dollars from top-tier vc funds and angels.