SynthForge IO

Design your data model.
Test it with realistic data.

SynthForge IO is the most flexible synthetic data generator available. Design data models visually or with natural language, generate unlimited datasets with referential integrity, and build publication-ready ML training data.

Free to use ML training datasets 100+ field types 7 SQL dialects Statistical distributions FK integrity Start Designing

See SynthForge IO in action

Test data shouldn't be the hard part

Design before you build

Brainstorm and iterate on your data model visually or with natural language. See how tables relate before writing a single line of code.

Skip the busywork

Hand-writing INSERT statements and maintaining foreign keys by hand eats hours you could spend building features.

No real data needed

Generate realistic synthetic datasets you can use freely. No privacy concerns, no compliance issues, no data access requests.

ML Training Datasets

NEW

Generate publication-ready supervised learning datasets with full control over features, statistical distributions, class balance, train/test/validation splits, and data imperfections. Includes data quality reports and baseline model evaluation. No licensing issues, no vendor negotiations.

Feature distributions Class imbalance Train/test splits Data imperfections Quality reports Baseline evaluation

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Explore what SynthForge IO can do

Start Designing Your Data Model

Design once, generate unlimited realistic datasets with referential integrity.