Comparison dimensions
- How DataFrames and expressions organize computation
- How lazy plans, operators, and execution engines connect
- How files, columnar data, and partitions are handled
- Ecosystem maturity, extension points, and deployment boundaries
The goal is not to declare a universal winner, but to clarify whether the projects solve the same problem and where they can complement each other.