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Best Synthetic Data Tools - Page 2

Blue Bowen
BB
Researched and written by Blue Bowen

Synthetic data tools are platforms that generate synthetic media or synthetic datasets, such as images, text, or structured data, based on original data for testing, training models, and simulation. They enable users to produce artificial data from scratch that protects privacy-sensitive information while maintaining the mathematical characteristics and relationships inherent in the original dataset.

Synthetic data platforms are mainly used by data scientists, machine learning engineers, and researchers in fields like technology, healthcare, and finance. They help companies quickly build datasets for testing, machine learning, data validation, and more, all while ensuring privacy and solving data shortages. By simulating real-world situations, synthetic data generation tools allow businesses and researchers to improve algorithms and innovate without relying on sensitive or unavailable data.

Synthetic data can be created through methods like computer-generated imagery (CGI), generative neural networks (GAN), and heuristics. It comes in two types: structured data, which includes numbers and values, and unstructured data, such as images and videos.

The major benefit of using synthetic data is that it can be used without risking privacy or violating compliance. Synthetic data software also includes privacy safeguards, like differential privacy, to ensure that individual information stays secure. This makes it easier for organizations to share data without putting personal privacy at risk.

While data masking software also protects private information, it doesn't allow for creating artificial data or handling large-scale datasets like synthetic data generator. Additionally, companies looking to address algorithmic bias can use synthetic data to reduce biases in their original datasets.

To qualify for inclusion in the Synthetic Data category, a product must:

Generate synthetic data, such as image and structured data
Convert privacy-sensitive data into a fully anonymous dataset while maintaining granularity
Work out of the box, and ensure that the generative model can automatically generate the data without being explicitly programmed to do so
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Best Synthetic Data Tools At A Glance

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53 Listings in Synthetic Data Available
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    - Identifies PII (Personally Identifiable Information) and PHI (Personal Health Information) in corporate data stores (RDBMS, XML, JSON) - Helps de-identify the data so that accidental leak of PII, a

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 80% Small-Business
    • 20% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Brudata
    LinkedIn® Page
    www.linkedin.com
    1 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

- Identifies PII (Personally Identifiable Information) and PHI (Personal Health Information) in corporate data stores (RDBMS, XML, JSON) - Helps de-identify the data so that accidental leak of PII, a

Users
No information available
Industries
No information available
Market Segment
  • 80% Small-Business
  • 20% Mid-Market
Seller Details
Seller
Brudata
LinkedIn® Page
www.linkedin.com
1 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Subsalt creates synthetic data that satisfies the anonymized and de-identified data exemptions in major data privacy laws, so valuable data can be shared with internal teams, vendors, and partners wit

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 60% Mid-Market
    • 20% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Subsalt
    Year Founded
    2021
    HQ Location
    Distributed, US
    LinkedIn® Page
    www.linkedin.com
    7 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Subsalt creates synthetic data that satisfies the anonymized and de-identified data exemptions in major data privacy laws, so valuable data can be shared with internal teams, vendors, and partners wit

Users
No information available
Industries
No information available
Market Segment
  • 60% Mid-Market
  • 20% Small-Business
Seller Details
Seller
Subsalt
Year Founded
2021
HQ Location
Distributed, US
LinkedIn® Page
www.linkedin.com
7 employees on LinkedIn®

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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DATAMIMIC: Unleash the Power of AI in Model-Based Test Data Generation and Privacy Protection. Specializing in enterprise-grade test data creation and obfuscation, with enhanced handling of complex JS

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 40% Small-Business
    • 40% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • DATAMIMIC Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Data Management
    4
    Development Efficiency
    1
    Ease of Use
    1
    Easy Integrations
    1
    Efficiency
    1
    Cons
    Data Restrictions
    1
    Difficult Learning
    1
    Expensive
    1
    Integration Issues
    1
    Learning Curve
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2019
    HQ Location
    Hamburg, DE
    Twitter
    @rapiddweller
    9 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    15 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DATAMIMIC: Unleash the Power of AI in Model-Based Test Data Generation and Privacy Protection. Specializing in enterprise-grade test data creation and obfuscation, with enhanced handling of complex JS

Users
No information available
Industries
No information available
Market Segment
  • 40% Small-Business
  • 40% Enterprise
DATAMIMIC Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Data Management
4
Development Efficiency
1
Ease of Use
1
Easy Integrations
1
Efficiency
1
Cons
Data Restrictions
1
Difficult Learning
1
Expensive
1
Integration Issues
1
Learning Curve
1
Seller Details
Year Founded
2019
HQ Location
Hamburg, DE
Twitter
@rapiddweller
9 Twitter followers
LinkedIn® Page
www.linkedin.com
15 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    MDClone offers an innovative, self-service data analytics environment powering exploration, discovery, and collaboration throughout the healthcare ecosystems, cross-institutionally, and globally. The

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 33% Enterprise
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    MDClone
    Year Founded
    2015
    HQ Location
    Beer-Sheva, IL
    Twitter
    @MDCloneHQ
    299 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    132 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

MDClone offers an innovative, self-service data analytics environment powering exploration, discovery, and collaboration throughout the healthcare ecosystems, cross-institutionally, and globally. The

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 33% Enterprise
Seller Details
Seller
MDClone
Year Founded
2015
HQ Location
Beer-Sheva, IL
Twitter
@MDCloneHQ
299 Twitter followers
LinkedIn® Page
www.linkedin.com
132 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    syntheticAIdata is your partner in creating synthetic data that enables you to craft diverse datasets effortlessly and at scale. Utilising our solution doesn’t just mean significant cost reductions; i

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
    • 33% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2021
    HQ Location
    Copenhagen, DK
    LinkedIn® Page
    www.linkedin.com
    6 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

syntheticAIdata is your partner in creating synthetic data that enables you to craft diverse datasets effortlessly and at scale. Utilising our solution doesn’t just mean significant cost reductions; i

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
  • 33% Mid-Market
Seller Details
Year Founded
2021
HQ Location
Copenhagen, DK
LinkedIn® Page
www.linkedin.com
6 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    BENERATOR is a leading solution for generating synthetic data, anonymizing, and obfuscating production data, leveraging a model-driven approach for safe, GDPR-compliant use in development, testing, an

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • BENERATOR Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Features
    1
    Cons
    Complex Setup
    1
    Expensive
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2019
    HQ Location
    Hamburg, DE
    Twitter
    @rapiddweller
    9 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    15 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

BENERATOR is a leading solution for generating synthetic data, anonymizing, and obfuscating production data, leveraging a model-driven approach for safe, GDPR-compliant use in development, testing, an

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
BENERATOR Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Features
1
Cons
Complex Setup
1
Expensive
1
Seller Details
Year Founded
2019
HQ Location
Hamburg, DE
Twitter
@rapiddweller
9 Twitter followers
LinkedIn® Page
www.linkedin.com
15 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Data masking and synthetic data generation consistently across any supported databases or systems: Oracle, DB2, PostgreSQL, Microsoft SQL Server, MySQL, MariaDB and many more.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 33% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DATPROF
    Year Founded
    2003
    HQ Location
    Groningen, NL
    Twitter
    @DATPROF
    168 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    17 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Data masking and synthetic data generation consistently across any supported databases or systems: Oracle, DB2, PostgreSQL, Microsoft SQL Server, MySQL, MariaDB and many more.

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 33% Mid-Market
Seller Details
Seller
DATPROF
Year Founded
2003
HQ Location
Groningen, NL
Twitter
@DATPROF
168 Twitter followers
LinkedIn® Page
www.linkedin.com
17 employees on LinkedIn®
(11)4.1 out of 5
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Enterprises around the world choose Perforce Delphix to automate compliant data for DevOps. The Delphix DevOps Data Platform provides integrated data masking and virtualization to rapidly deploy compl

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 55% Enterprise
    • 36% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Perforce Delphix Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Database Management
    2
    Ease of Use
    2
    Cost-Effective
    1
    Customer Support
    1
    Data Management
    1
    Cons
    Expensive
    3
    Expensive Pricing
    3
    Complexity
    2
    Integration Issues
    2
    Security Issues
    2
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Perforce
    Year Founded
    1995
    HQ Location
    Minneapolis, MN
    Twitter
    @perforce
    5,092 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    1,684 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Enterprises around the world choose Perforce Delphix to automate compliant data for DevOps. The Delphix DevOps Data Platform provides integrated data masking and virtualization to rapidly deploy compl

Users
No information available
Industries
No information available
Market Segment
  • 55% Enterprise
  • 36% Mid-Market
Perforce Delphix Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Database Management
2
Ease of Use
2
Cost-Effective
1
Customer Support
1
Data Management
1
Cons
Expensive
3
Expensive Pricing
3
Complexity
2
Integration Issues
2
Security Issues
2
Seller Details
Seller
Perforce
Year Founded
1995
HQ Location
Minneapolis, MN
Twitter
@perforce
5,092 Twitter followers
LinkedIn® Page
www.linkedin.com
1,684 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    An enterprise-ready platform to generate privacy-preserving synthetic data from structured data types. ✅ High utility and privacy guarantees ✅ Use the synthetic data as a drop-in replacement for any

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 75% Small-Business
    • 25% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Statice
    Year Founded
    2018
    HQ Location
    Berlin, DE
    LinkedIn® Page
    www.linkedin.com
    6 employees on LinkedIn®
    Total Revenue (USD mm)
    $1,869
Product Description
How are these determined?Information
This description is provided by the seller.

An enterprise-ready platform to generate privacy-preserving synthetic data from structured data types. ✅ High utility and privacy guarantees ✅ Use the synthetic data as a drop-in replacement for any

Users
No information available
Industries
No information available
Market Segment
  • 75% Small-Business
  • 25% Mid-Market
Seller Details
Seller
Statice
Year Founded
2018
HQ Location
Berlin, DE
LinkedIn® Page
www.linkedin.com
6 employees on LinkedIn®
Total Revenue (USD mm)
$1,869
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    TestINT (testINT.ai)  What is TestINT? TestINT is a “Data Augmentation and Testing” platform to make systems that utilize “Deep Learning” techniques more reliable. TestINT provides a compact platfor

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Small-Business
    • 50% Enterprise
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2014
    HQ Location
    Ankara, TR
    LinkedIn® Page
    www.linkedin.com
    71 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

TestINT (testINT.ai)  What is TestINT? TestINT is a “Data Augmentation and Testing” platform to make systems that utilize “Deep Learning” techniques more reliable. TestINT provides a compact platfor

Users
No information available
Industries
No information available
Market Segment
  • 50% Small-Business
  • 50% Enterprise
Seller Details
Year Founded
2014
HQ Location
Ankara, TR
LinkedIn® Page
www.linkedin.com
71 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    ANYVERSE's computer-generated datasets offer the speed, scalability, and photorealistic visual accuracy needed by Machine Learning and Perception teams to rapidly progress to high-confidence artificia

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Anyverse
    Year Founded
    2018
    HQ Location
    Madrid, ES
    Twitter
    @AnyverseAI
    147 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    22 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

ANYVERSE's computer-generated datasets offer the speed, scalability, and photorealistic visual accuracy needed by Machine Learning and Perception teams to rapidly progress to high-confidence artificia

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Seller Details
Seller
Anyverse
Year Founded
2018
HQ Location
Madrid, ES
Twitter
@AnyverseAI
147 Twitter followers
LinkedIn® Page
www.linkedin.com
22 employees on LinkedIn®
Entry Level Price:FREE
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    CVEDIA develops robust and resilient computer vision algorithms using synthetic data. Our synthetic algorithms are developed in 2-4 weeks for scenarios where data collection isn't viable. CVEDIA is th

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • CVEDIA Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    AI Technology
    2
    Data Privacy
    1
    Object Recognition
    1
    Speed
    1
    Cons
    Limited Customization
    2
    Limited Functionality
    2
    Difficult Learning
    1
    Inaccurate Recognition
    1
    Lack of Customization
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    CVEDIA
    Year Founded
    2016
    HQ Location
    London, GB
    LinkedIn® Page
    www.linkedin.com
    18 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

CVEDIA develops robust and resilient computer vision algorithms using synthetic data. Our synthetic algorithms are developed in 2-4 weeks for scenarios where data collection isn't viable. CVEDIA is th

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
CVEDIA Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
AI Technology
2
Data Privacy
1
Object Recognition
1
Speed
1
Cons
Limited Customization
2
Limited Functionality
2
Difficult Learning
1
Inaccurate Recognition
1
Lack of Customization
1
Seller Details
Seller
CVEDIA
Year Founded
2016
HQ Location
London, GB
LinkedIn® Page
www.linkedin.com
18 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    DataGen is creating Simulated Data solutions that are scalable, bias-free, and automatically annotated. We use hyper-photorealistic imagery and algorithms to generate high variance datasets that refle

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Enterprise
    • 50% Mid-Market
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    DataGen
    Year Founded
    2018
    HQ Location
    Tel Aviv, IL
    LinkedIn® Page
    www.linkedin.com
    149 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

DataGen is creating Simulated Data solutions that are scalable, bias-free, and automatically annotated. We use hyper-photorealistic imagery and algorithms to generate high variance datasets that refle

Users
No information available
Industries
No information available
Market Segment
  • 50% Enterprise
  • 50% Mid-Market
Seller Details
Seller
DataGen
Year Founded
2018
HQ Location
Tel Aviv, IL
LinkedIn® Page
www.linkedin.com
149 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    To enable better computer vision development, LexSet has created TDaaS (Training Data as a Service), using 3D content to create photo-realistic synthetic data to train Vision AI models. The approach a

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    LexSet
    Year Founded
    2017
    HQ Location
    Brooklyn , US
    LinkedIn® Page
    www.linkedin.com
    16 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

To enable better computer vision development, LexSet has created TDaaS (Training Data as a Service), using 3D content to create photo-realistic synthetic data to train Vision AI models. The approach a

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
Seller Details
Seller
LexSet
Year Founded
2017
HQ Location
Brooklyn , US
LinkedIn® Page
www.linkedin.com
16 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Neuromation is a Synthetic Data space building an AI Developer platform to build better models.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 33% Enterprise
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Neuromation Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    AI Capabilities
    2
    Ease of Use
    2
    Analytics
    1
    Capabilities
    1
    Data Handling
    1
    Cons
    Lack of Tools
    1
    Limited Resources
    1
    Performance Issues
    1
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2017
    HQ Location
    San Francisco, US
    Twitter
    @neuromation_io
    4,461 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    11 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Neuromation is a Synthetic Data space building an AI Developer platform to build better models.

Users
No information available
Industries
No information available
Market Segment
  • 33% Enterprise
  • 33% Mid-Market
Neuromation Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
AI Capabilities
2
Ease of Use
2
Analytics
1
Capabilities
1
Data Handling
1
Cons
Lack of Tools
1
Limited Resources
1
Performance Issues
1
Seller Details
Year Founded
2017
HQ Location
San Francisco, US
Twitter
@neuromation_io
4,461 Twitter followers
LinkedIn® Page
www.linkedin.com
11 employees on LinkedIn®