Best Synthetic Data in 2026

A realistic data generator to test your app.

Key Mockaroo features:

Ease of Use Customizability Data Volume API Access

Clear, Fast & Unlimited. Residential & Mobile Proxies For Best Price.

Key ASocks features:

HTTP Socks5 ASN targeting Pay as you go

Try for free paid Free Trial $3 (3$ per 1 Gb) Sponsored

The fake data company.

Privacy-preserving synthetic data to drive agility and unlock the value from your data.

Key Statice features:

Privacy-preserving synthetic data Enterprise-grade solution Strong mathematical privacy guarantees Data utility preservation

Realistic, relational Postgres test data — generated from your schema alone. No production access, no PII risk, no fragile seed scripts. Point Seedfast at your database, describe the scenario, and get a fully populated DB in one CLI command.

Key Seedfast features:

Large-volume seeding Data realism CLI MCP integration

freemium $16 / Monthly (Basic ($32 in credits))

We fake it till you make it!

Preprocess and augment datasets to improve accuracy, reduce bias, and even save time and money.

Key NanoML features:

Lightweight and Minimal Educational Value Easy to Get Started Transparent Implementation

Ready-made synthetic industry databases and Power BI dashboards for analytics, SQL practice, BI demos, training, and consulting — across 10 industries, plus a generator for custom scale and variations.

Key DemoDataWorks features:

Specialized Demo Data Solutions Streamlined Sales Demonstrations Data Privacy Compliance Faster Development Cycles

Generate and manage synthetic datasets easily with DUMMY DATABASE.

Key DUMMY DATABASE features:

Relations Datasets Generation Sequence of Events Built-in SQL Editor

free

Seven data tools, one account. Realistic test data, logs into tables, explained anomalies, structured news, market context, live boards from databases, sockets, logs, and buckets, plus lead search with confirmed comments. Free, no card.

freemium $49 / Monthly

The synthetic survey platform that replaces traditional panels. Generate synthetic respondents from validated AI models in minutes.

Key Simsurveys features:

Simple and intuitive interface Affordable pricing Quick survey creation Lightweight and focused

DTS turns unusable data into AI-ready data your models can actually train, test and evaluate on.

Key CUBIG DTS features:

Privacy Protection Data Utility Preservation Regulatory Compliance Support Scalability for AI Development

Smock-it is a powerful CLI tool designed to simplify test data generation for Salesforce. A lightweight alternative to Mokraoo, it helps developers and QAs quickly generate, manage, and customize data for seamless testing and streamlined workflows.

Key Smock-it features:

Ease of Use Time Efficiency High Customizability Integration Capabilities

Open Source

Candor builds synthetic participants from real evidence you can open and check, then lets you interview them. Sharpen your questions before you spend a recruiting budget.