SynthCity

SynthCity is ranked #9 of 30 in synthetic data generation software on The Geeks Club. It runs on Linux. There is a free plan.

SynthCity plans and pricing

SynthCity Free Open-source Python library · install from PyPI or source github.com · 3 Oct 2026

Compared on synthetic data generation software

Free plan: Yes
Deployment: self_hosted

Best SynthCity alternatives

7.3 Synth Studio Free plan

7.2 NVIDIA ShadowPlay Free plan

7.2 Tonic.ai Free plan

7.2 YData SDK Free plan

7.0 MOSTLY AI Free plan

7.0 SDV Enterprise Free plan

SynthCity

Purpose: SynthCity is a library for generating and evaluating synthetic tabular data.
Extensible architecture: The library has a plugin architecture designed to be extended.
Evaluation: It includes evaluation metrics for data correctness, quality, and privacy.
Generator types: The listed models include GANs, VAEs, normalizing flows, Bayesian networks, random forests, and LLM-based generators.
Data modalities: The repository describes generators for tabular data, time series, survival analysis, and images.
Fairness and privacy: Privacy-focused methods include DECAF, DP-GAN, AdsGAN, PATEGAN, and PrivBayes, and DECAF supports inference-time debiasing using user-defined fairness requirements.
Benchmarking: The Benchmarks API can evaluate generators using selected metrics and repeated runs.
Integration: The README demonstrates using SynthCity with scikit-learn datasets and lifelines survival datasets.
Installation: The library can be installed with pip from PyPI or installed from source.
Missing data limit: SynthCity does not handle missing data, which must be imputed first; the README points to HyperImpute for this purpose.
Image model limit: The README says its image generator architectures are not state of the art and suggests extending the image generator/discriminator architecture method for other architectures.
Model serialization: Models can be serialized and loaded from buffers or files using the library's serialization utilities.
Support and contributions: The project tracks public bugs through GitHub Issues and welcomes pull requests.
License: The repository identifies its license as Apache-2.0.
Price from: Free

Visit site Alternatives

Where it ranks on The Geeks Club

Best Synthetic Data Generation Software in 2026#9 of 30
Best AI Synthetic Data Generators in 2026#9 of 26

Is SynthCity yours?

Claim it for free: prove the domain, then correct facts, plans and screenshots. An editor reviews every change.

Claim it free Promote SynthCity

Sources

github.com/vanderschaarlab/synthcity· checked 3 Oct 2026