Synthetic Data Generation
Compare 31 synthetic data generation tools to find the right one for your needs
🔧 Tools
Compare and find the best synthetic data generation for your needs
K2view
A data product platform that provides a holistic, 360-degree view of all your customer data.
Tonic.ai
A platform for generating realistic, de-identified test data for software development and testing.
GenRocket
A platform for automating the generation of synthetic test data for software testing and QA.
MOSTLY AI
Generates high-quality, privacy-preserving synthetic data for analytics, AI/ML model development, and software testing.
YData
A platform for improving data quality and generating synthetic data for AI and analytics.
Gretel
A multimodal synthetic data platform for generating high-quality, safe data at scale.
Mockaroo
A web-based tool for generating realistic test data in various formats.
Syntho
A synthetic data platform that enables organizations to generate and use high-quality synthetic data for a variety of applications.
Synthesis AI
A platform for generating synthetic data for computer vision applications.
Gretel.ai
A developer-first platform for generating, transforming, and classifying data with privacy guarantees.
Hazy
An enterprise-focused platform for generating high-quality synthetic data for financial services and other regulated industries.
IBM watsonx.ai
An enterprise studio for AI builders to train, validate, tune, and deploy AI models, including generative AI and machine learning.
Datagen
A platform for generating high-fidelity 3D synthetic data to train and test computer vision systems.
CVEDIA
Provides computer vision solutions developed exclusively with synthetic data.
Mindtech
A platform for the creation and management of synthetic data for training AI vision systems.
Sky Engine AI
A platform for generating synthetic data to train and validate computer vision algorithms.
Rendered.ai
A platform-as-a-service for creating and deploying unlimited, customized synthetic data for AI workflows.
Statice
A platform that helps companies generate privacy-preserving synthetic data to unlock data for innovation.
ANYVERSE
A synthetic data platform for generating high-fidelity, sensor-realistic data for training and validating perception systems.
Parallel Domain
A platform for generating high-fidelity synthetic data to train and test perception models for autonomous systems.
Cognata
A simulation platform for the development and testing of autonomous vehicles.
AI.Reverie
A simulation platform that generates high-quality, annotated synthetic data to train and test computer vision algorithms.
DataSynthesizer
An open-source Python library for generating synthetic data from sensitive datasets.
Synthetic Data Vault (SDV)
An open-source Python library for generating synthetic data for single tables, relational databases, and time-series data.
Synthea
An open-source tool for generating realistic synthetic patient data and electronic health records.
Faker
A popular open-source Python library for generating fake data.
Datomize
An AI-powered platform for generating synthetic data to accelerate AI/ML model development and testing.
MDClone
A platform for organizing, accessing, and sharing healthcare data with a focus on privacy and synthetic data generation.
Tumult Analytics
An open-source framework for releasing aggregate information from sensitive datasets with strong privacy guarantees based on differential privacy.
Plaitpy
An open-source Python program for generating fake data from composable YAML templates.
Sogeti
A technology and engineering services company that offers solutions for synthetic data generation and test data management.