Ranking September 2025
Synthetic data generation

The RankmyAI Synthetic Data Generation Ranking presents the top 25 AI tools from our Overall ranking focusing on synthetic data generation.

 

Synthetic data generation refers to the use of AI techniques to create artificial datasets that mimic real-world data distributions. These tools are commonly used in scenarios where collecting or using real data is limited by privacy concerns, data scarcity, or high acquisition costs. Applications include training machine learning models, testing data-driven systems, and enhancing data diversity in domains such as healthcare, finance, and autonomous systems.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of
148
1
Gretel Gretel is a synthetic data platform that generates artificial datasets mirroring real data to enhance AI models while maintaining privacy, compatible with major cloud services for enterprise solutions.
freemium
United States
2
Tonic.ai Tonic.ai delivers synthetic test data solutions for software development, facilitating secure testing environments and enhancing data privacy through comprehensive de-identification and masking techniques.
freemium
United States
3
MostlyAI A versatile platform offering high-quality synthetic data generation, MOSTLY AI facilitates safe data sharing and AI development through GenAI, ensuring compliance and insights without compromising privacy.
unknown
Austria
4
Blackshark Blackshark.ai offers a geospatial platform providing real-time, photorealistic 3D digital twins of the planet, utilizing machine learning for insights from satellite and aerial imagery for mapping, visualization, and simulation.
unknown
Austria
5
Parallel Domain Parallel Domain replicates reality to test and train AI perception systems by generating synthetic camera, lidar, and radar data, boosting model reliability and reducing risks.
unknown
United States
+1
6
PrivateGPT PrivateGPT leverages advanced AI technology to de-identify and secure personal information in texts and files, ensuring compliance with privacy regulations while enabling secure use of large language models.
unknown
Canada
-1
7
ezML Swim Vision AI offers advanced video analysis solutions using fine-tuned vision language foundational models. It enables media tagging, natural language search, and metadata generation, enhancing media discoverability and enabling insights across various industries.
unknown
United States
8
TurinTech AI Artemis and evoML optimize code and accelerate ML model creation, enhancing performance and efficiency for developers and businesses.
unknown
United Kingdom
9
Duality AI Falcon by Duality AI offers high-fidelity digital twin simulations for AI model testing and validation, integrating with advanced AI models and cloud-based workflows to enhance real-world applicability.
unknown
United States
10
Oxen.AI Oxen.ai offers tools for building datasets and custom AI models, emphasizing accuracy and ease of use. It supports dataset versioning, model fine-tuning, and server-less deployment, integrating with major AI models and platforms.
freemium
Unknown
11
Flow AI Flow AI is a data engine for AI agent testing. It connects to your data sources, generates synthetic and edge-case test scenarios grounded in real usage, and lets domain experts validate small batches. The system learns from feedback and feeds up-to-date datasets into your CI/CD and evaluation workflows to accelerate agent development and improve reliability.
unknown
Finland

Not Available

12
Akridata VisionCopilot provides AI-powered visual inspection for real-time defect detection and analysis, integrating seamlessly with existing systems to enhance manufacturing quality and efficiency.
unknown
United States
13
SKY ENGINE AI SKY ENGINE AI offers a platform leveraging synthetic data to enhance Vision AI model accuracy and reduce development costs through automated annotations and domain adaptation, fostering efficient AI deployment across industries.
unknown
United Kingdom
14
Bifrost AI Bifrost AI provides synthetic data generation through 3D simulations to enhance AI training and adaptability without real-world data dependencies.
unknown
United States
-3
15
Okareo Okareo enhances AI model optimization through error tracking, simulation, and fine-tuning, ensuring accurate and efficient deployments with real-time monitoring and analytics.
freemium
United States
-1
16
Ragas Ragas is an open-source toolkit to evaluate and monitor Retrieval-Augmented Generation applications. It offers automatic metrics to assess context relevance, precision/recall, and answer quality, can synthetically generate diverse evaluation datasets, and supports online monitoring to ensure production quality. It integrates with LangChain, LangSmith, and LlamaIndex, and is available via pip.
unknown
United States

Not Available

17
Fairgen Fairgen enhances survey results using synthetic data and AI-generated responses, providing deeper insights into niche segments and hard-to-reach audiences.
unknown
Israel
+1
18
Hazy Hazy provides synthetic data solutions to enable organizations to leverage their data securely and efficiently. Designed for enterprises, it ensures privacy compliance while facilitating innovation, AI algorithm training, and data commercialization, supported by seamless deployment and integration.
paid
United Kingdom
-1
19
Latitude Latitude is an open-source platform for prompt engineering offering tools to build, evaluate, and refine LLM products. It allows seamless collaboration, version control, and automatic prompt refinements based on evaluations.
freemium
United States
20
Twilix Confident AI offers a platform to evaluate and benchmark LLM applications through advanced observability and synthetic dataset generation. It utilizes metrics proven to match human evaluation and offers real-time feedback on performance drift and regressions.
freemium
Unknown
-5
21
YData YData provides tools for synthetic data generation and data profiling, enhancing data quality and accessibility for AI solutions, reducing time-to-market, and improving model performance.
unknown
United States
-5
22
Anyverse Anyverse enhances perception AI by generating high-fidelity synthetic data using a proprietary simulation engine. It supports model training and testing, ensuring data protection compliance, and improving AI model performance through sophisticated simulation techniques.
unknown
Spain
+2
23
Syntho Syntho provides a self-service platform for AI-generated synthetic data, enabling businesses to protect privacy while maintaining data utility. The platform supports data generation, de-identification, and test data management.
unknown
Netherlands
24
RagaAI RagaAI Catalyst is a platform for evaluating and monitoring AI workflows, offering tools for observability, debugging, and performance enhancement, ensuring robust AI deployments.
freemium
United States
-3
25
SmartOne.ai SmartOne.ai offers data labeling services, transforming raw data into actionable intelligence with advanced automation and human expertise, supporting AI projects across various industries.
unknown
Canada
-3
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Disclaimer

The RankmyAI Synthetic Data Generation Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on synthetic data generation, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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