Choose the right way to generate data
A small fixture script, a dataset builder and a fitted synthesizer solve different problems. Start with the workflow you need and inspect the evidence before choosing.
Ground versus a Faker script
When a small script is enough, when a shared dataset workflow helps, and how reproducibility differs.
Read comparison →Ground, SDV and MOSTLY AI: reading the benchmark
A walkthrough of the published run, with every dataset, exact method labels and limitations.
Read comparison →