This framework generates values by selecting from multiple generators or fixed values using a weighted percentage distribution. Use this framework when you want to control the statistical spread of generated values across multiple possible outputs.

For more information on creating a generator, see Create a generator.

Configuration fields

The Distribution Generator uses a Distribution Builder instead of individual fields. You can add up to 5 items, where each item is a reference to an existing generator, an embedded Seed List generator, or a fixed value, assigned a percentage weight. Weights must total 100%. Click + Add Item to proceed.

Field Description
Item type: Generator Select an existing generator to use as a source for this distribution slot.
Item type: Fixed Value Enter a static value to use for this distribution slot.
Weight (%) The percentage of generated rows that should use this item. All item weights must sum to 100%.
Balance Automatically distributes weights equally across all added items.
Shuffle output (randomize order in generated data) When enabled, randomizes the order of generated values in the output. (Enabled by default)
Business Rule Generator, Multi-Output Business Rule Generator, and Database Lookup Generator cannot be embedded in a Distribution Generator item list.
Last updated
Oct 8, 2026