# Top 10 Gretel.ai Alternatives & Competitors **Average Rating:** 4.4/5 **Total Number of Reviews:** 13 Gretel.ai is not the only option for Synthetic Data Tools. Explore other competing options and alternatives. Other important factors to consider when researching alternatives to Gretel.ai include integration and features. The best overall Gretel.ai alternative is Tonic.ai. Other similar apps like Gretel.ai are MOSTLY AI Synthetic Data Platform, IBM watsonx.ai, K2View, and Tumult Analytics. Gretel.ai alternatives can be found in [Synthetic Data Tools](https://www.g2.com/categories/synthetic-data) but may also be in [Data Masking Software](https://www.g2.com/categories/data-masking) or [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms). ## Best Paid & Free Alternatives to Gretel.ai - [Tonic.ai](https://www.g2.com/products/tonic-ai/reviews) - [MOSTLY AI Synthetic Data Platform](https://www.g2.com/products/mostly-ai-synthetic-data-platform/reviews) - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) - [K2View](https://www.g2.com/products/k2view/reviews) - [Tumult Analytics](https://www.g2.com/products/tumult-analytics/reviews) - [YData](https://www.g2.com/products/ydata/reviews) - [Synthesis AI](https://www.g2.com/products/synthesis-ai/reviews) - [CA Test Data Manager](https://www.g2.com/products/ca-test-data-manager/reviews) - [Syntho](https://www.g2.com/products/syntho/reviews) - [Statice](https://www.g2.com/products/statice/reviews) ## Top 10 Alternatives to Gretel.ai Recently Reviewed By G2 Community Browse options below. Based on reviewer data, you can see how Gretel.ai stacks up to the competition, check reviews from current & previous users in industries like Information Technology and Services, Automotive, and Human Resources, and find the best product for your business. ### 1. [Tonic.ai](https://www.g2.com/products/tonic-ai/reviews) By Tonic.ai **Average Rating:** 4.2/5 **Total Reviews:** 38 Tonic.ai frees developers to build with safe, high-fidelity synthetic data to accelerate software and AI innovation while protecting data privacy. Through industry-leading solutions for data synthesis, de-identification, and subsetting, our products enable on-demand access to realistic structured, semi-structured, and unstructured data for software development, testing, and AI model training. The product suite includes: - Tonic Fabricate for AI-powered synthetic data from scratch - Tonic Structural for modern test data management - Tonic Textual for unstructured data redaction and synthesis. Unblock innovation, eliminate collisions in testing, accelerate your engineering velocity, and ship better products, all while safeguarding data privacy. Reviewers say compared to Gretel.ai, Tonic.ai is: - Better at support - Better at meeting requirements Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs Tonic.ai](https://www.g2.com/compare/gretel-ai-vs-tonic-ai) **Compare Tonic.ai with other alternatives:** - [Tonic.ai vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-tonic-ai) - [Tonic.ai vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-tonic-ai) - [Tonic.ai vs K2View](https://www.g2.com/compare/k2view-vs-tonic-ai) - [Tonic.ai vs Tumult Analytics](https://www.g2.com/compare/tonic-ai-vs-tumult-analytics) - [Tonic.ai vs YData](https://www.g2.com/compare/tonic-ai-vs-ydata) - [Tonic.ai vs Synthesis AI](https://www.g2.com/compare/synthesis-ai-vs-tonic-ai) - [Tonic.ai vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-tonic-ai) - [Tonic.ai vs Syntho](https://www.g2.com/compare/syntho-vs-tonic-ai) - [Tonic.ai vs Statice](https://www.g2.com/compare/statice-vs-tonic-ai) ### 2. [MOSTLY AI Synthetic Data Platform](https://www.g2.com/products/mostly-ai-synthetic-data-platform/reviews) By MOSTLY AI **Average Rating:** 4.5/5 **Total Reviews:** 17 MOSTLY GENERATE is an enterprise-grade Synthetic Data Platform that preserves significantly more information and data value than any other data anonymization technique on the market. It enables you to overcome the barriers to AI and Big Data adoption. All while securely protecting your customers’ privacy. Reviewers say compared to Gretel.ai, MOSTLY AI Synthetic Data Platform is: - Better at meeting requirements - More usable Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/gretel-ai-vs-mostly-ai-synthetic-data-platform) **Compare MOSTLY AI Synthetic Data Platform with other alternatives:** - [MOSTLY AI Synthetic Data Platform vs Tonic.ai](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-tonic-ai) - [MOSTLY AI Synthetic Data Platform vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-mostly-ai-synthetic-data-platform) - [MOSTLY AI Synthetic Data Platform vs K2View](https://www.g2.com/compare/k2view-vs-mostly-ai-synthetic-data-platform) - [MOSTLY AI Synthetic Data Platform vs Tumult Analytics](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-tumult-analytics) - [MOSTLY AI Synthetic Data Platform vs YData](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-ydata) - [MOSTLY AI Synthetic Data Platform vs Synthesis AI](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-synthesis-ai) - [MOSTLY AI Synthetic Data Platform vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-mostly-ai-synthetic-data-platform) - [MOSTLY AI Synthetic Data Platform vs Syntho](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-syntho) - [MOSTLY AI Synthetic Data Platform vs Statice](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-statice) ### 3. [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) By IBM **Average Rating:** 4.4/5 **Total Reviews:** 145 IBM Watsonx.ai is an advanced AI and machine learning platform designed to accelerate enterprise AI adoption, offering a comprehensive suite of tools for businesses to build, deploy, and scale AI applications. The product is part of IBM's broader Watsonx ecosystem, which aims to democratize AI by providing accessible, powerful solutions tailored for organizations of all sizes and industries. Reviewers say compared to Gretel.ai, IBM watsonx.ai is: - More usable - Better at meeting requirements - Better at support Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs IBM watsonx.ai](https://www.g2.com/compare/gretel-ai-vs-ibm-watsonx-ai) **Compare IBM watsonx.ai with other alternatives:** - [IBM watsonx.ai vs Tonic.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-tonic-ai) - [IBM watsonx.ai vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/ibm-watsonx-ai-vs-mostly-ai-synthetic-data-platform) - [IBM watsonx.ai vs K2View](https://www.g2.com/compare/ibm-watsonx-ai-vs-k2view) - [IBM watsonx.ai vs Tumult Analytics](https://www.g2.com/compare/ibm-watsonx-ai-vs-tumult-analytics) - [IBM watsonx.ai vs YData](https://www.g2.com/compare/ibm-watsonx-ai-vs-ydata) - [IBM watsonx.ai vs Synthesis AI](https://www.g2.com/compare/ibm-watsonx-ai-vs-synthesis-ai) - [IBM watsonx.ai vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-ibm-watsonx-ai) - [IBM watsonx.ai vs Syntho](https://www.g2.com/compare/ibm-watsonx-ai-vs-syntho) - [IBM watsonx.ai vs Statice](https://www.g2.com/compare/ibm-watsonx-ai-vs-statice) ### 4. [K2View](https://www.g2.com/products/k2view/reviews) By K2View **Average Rating:** 4.6/5 **Total Reviews:** 51 K2View is an end-to-end solution that delivers the data speed and agility the digital world demands, while working seamlessly within the complex technology environments of large enterprises. Reviewers say compared to Gretel.ai, K2View is: - Easier to set up - More usable - Better at support Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs K2View](https://www.g2.com/compare/gretel-ai-vs-k2view) **Compare K2View with other alternatives:** - [K2View vs Tonic.ai](https://www.g2.com/compare/k2view-vs-tonic-ai) - [K2View vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/k2view-vs-mostly-ai-synthetic-data-platform) - [K2View vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-k2view) - [K2View vs Tumult Analytics](https://www.g2.com/compare/k2view-vs-tumult-analytics) - [K2View vs YData](https://www.g2.com/compare/k2view-vs-ydata) - [K2View vs Synthesis AI](https://www.g2.com/compare/k2view-vs-synthesis-ai) - [K2View vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-k2view) - [K2View vs Syntho](https://www.g2.com/compare/k2view-vs-syntho) - [K2View vs Statice](https://www.g2.com/compare/k2view-vs-statice) ### 5. [Tumult Analytics](https://www.g2.com/products/tumult-analytics/reviews) By Tumult Labs, Inc. **Average Rating:** 4.4/5 **Total Reviews:** 38 Tumult Analytics is an advanced, open-source Python library designed to facilitate the deployment of differential privacy in data analysis. It enables organizations to generate statistical summaries from sensitive datasets while ensuring individual privacy is maintained. Trusted by institutions such as the U.S. Census Bureau, the Wikimedia Foundation, and the Internal Revenue Service, Tumult Analytics offers a robust and scalable solution for privacy-preserving data analysis. Key Features and Functionality: - Robust and Production-Ready: Developed and maintained by a team of differential privacy experts, Tumult Analytics is built for production environments and has been implemented by major institutions. - Scalable: Operating on Apache Spark, it efficiently processes datasets containing billions of rows, making it suitable for large-scale data analysis tasks. - User-Friendly APIs: The platform provides Python APIs that are familiar to users of Pandas and PySpark, facilitating easy adoption and integration into existing workflows. - Comprehensive Functionality: It supports a wide array of aggregation functions, data transformation operators, and privacy definitions, allowing for flexible and powerful data analysis under multiple privacy models. Primary Value and Problem Solved: Tumult Analytics addresses the critical challenge of extracting valuable insights from sensitive data without compromising individual privacy. By implementing differential privacy, it ensures that the risk of re-identification is minimized, enabling organizations to share and analyze data responsibly. This capability is particularly vital for sectors handling sensitive information, such as public institutions, healthcare, and finance, where maintaining data privacy is both a regulatory requirement and an ethical obligation. Reviewers say compared to Gretel.ai, Tumult Analytics is: - More usable - Better at support - Better at meeting requirements Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs Tumult Analytics](https://www.g2.com/compare/gretel-ai-vs-tumult-analytics) **Compare Tumult Analytics with other alternatives:** - [Tumult Analytics vs Tonic.ai](https://www.g2.com/compare/tonic-ai-vs-tumult-analytics) - [Tumult Analytics vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-tumult-analytics) - [Tumult Analytics vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-tumult-analytics) - [Tumult Analytics vs K2View](https://www.g2.com/compare/k2view-vs-tumult-analytics) - [Tumult Analytics vs YData](https://www.g2.com/compare/tumult-analytics-vs-ydata) - [Tumult Analytics vs Synthesis AI](https://www.g2.com/compare/synthesis-ai-vs-tumult-analytics) - [Tumult Analytics vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-tumult-analytics) - [Tumult Analytics vs Syntho](https://www.g2.com/compare/syntho-vs-tumult-analytics) - [Tumult Analytics vs Statice](https://www.g2.com/compare/statice-vs-tumult-analytics) ### 6. [YData](https://www.g2.com/products/ydata/reviews) By YData **Average Rating:** 4.6/5 **Total Reviews:** 12 Elevating data and privacy in a world moving towards AI. Great experiences do not need to come at the expense of users'​ privacy and security. Rather, privacy and security can help support great experiences. We provide privacy and synthetic data tools. Reviewers say compared to Gretel.ai, YData is: - Better at support - Better at meeting requirements - More usable Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs YData](https://www.g2.com/compare/gretel-ai-vs-ydata) **Compare YData with other alternatives:** - [YData vs Tonic.ai](https://www.g2.com/compare/tonic-ai-vs-ydata) - [YData vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-ydata) - [YData vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-ydata) - [YData vs K2View](https://www.g2.com/compare/k2view-vs-ydata) - [YData vs Tumult Analytics](https://www.g2.com/compare/tumult-analytics-vs-ydata) - [YData vs Synthesis AI](https://www.g2.com/compare/synthesis-ai-vs-ydata) - [YData vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-ydata) - [YData vs Syntho](https://www.g2.com/compare/syntho-vs-ydata) - [YData vs Statice](https://www.g2.com/compare/statice-vs-ydata) ### 7. [Synthesis AI](https://www.g2.com/products/synthesis-ai/reviews) By Synthesis **Average Rating:** 4.2/5 **Total Reviews:** 11 Synthesis AI is a pioneering synthetic data technology which builds more capable AI Reviewers say compared to Gretel.ai, Synthesis AI is: - More usable Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs Synthesis AI](https://www.g2.com/compare/gretel-ai-vs-synthesis-ai) **Compare Synthesis AI with other alternatives:** - [Synthesis AI vs Tonic.ai](https://www.g2.com/compare/synthesis-ai-vs-tonic-ai) - [Synthesis AI vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-synthesis-ai) - [Synthesis AI vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-synthesis-ai) - [Synthesis AI vs K2View](https://www.g2.com/compare/k2view-vs-synthesis-ai) - [Synthesis AI vs Tumult Analytics](https://www.g2.com/compare/synthesis-ai-vs-tumult-analytics) - [Synthesis AI vs YData](https://www.g2.com/compare/synthesis-ai-vs-ydata) - [Synthesis AI vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-synthesis-ai) - [Synthesis AI vs Syntho](https://www.g2.com/compare/synthesis-ai-vs-syntho) - [Synthesis AI vs Statice](https://www.g2.com/compare/statice-vs-synthesis-ai) ### 8. [CA Test Data Manager](https://www.g2.com/products/ca-test-data-manager/reviews) By Broadcom **Average Rating:** 4.0/5 **Total Reviews:** 21 CA Test Data Manager uniquely combines elements of data subsetting, masking, synthetic, cloning and on-demand data generation to enable testing teams to meet the agile testing needs of their organization. This solution automates one of the most time-consuming and resource-intensive problems in Continuous Delivery: the creating, maintaining and provisioning of the test data needed to rigorously test evolving applications. Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-gretel-ai) **Compare CA Test Data Manager with other alternatives:** - [CA Test Data Manager vs Tonic.ai](https://www.g2.com/compare/ca-test-data-manager-vs-tonic-ai) - [CA Test Data Manager vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/ca-test-data-manager-vs-mostly-ai-synthetic-data-platform) - [CA Test Data Manager vs IBM watsonx.ai](https://www.g2.com/compare/ca-test-data-manager-vs-ibm-watsonx-ai) - [CA Test Data Manager vs K2View](https://www.g2.com/compare/ca-test-data-manager-vs-k2view) - [CA Test Data Manager vs Tumult Analytics](https://www.g2.com/compare/ca-test-data-manager-vs-tumult-analytics) - [CA Test Data Manager vs YData](https://www.g2.com/compare/ca-test-data-manager-vs-ydata) - [CA Test Data Manager vs Synthesis AI](https://www.g2.com/compare/ca-test-data-manager-vs-synthesis-ai) - [CA Test Data Manager vs Syntho](https://www.g2.com/compare/ca-test-data-manager-vs-syntho) - [CA Test Data Manager vs Statice](https://www.g2.com/compare/ca-test-data-manager-vs-statice) ### 9. [Syntho](https://www.g2.com/products/syntho/reviews) By Syntho **Average Rating:** 4.6/5 **Total Reviews:** 16 Syntho provides deep learning software for generating synthetic data 'twins' which can be used and shared without privacy and GDPR concerns Reviewers say compared to Gretel.ai, Syntho is: - Better at meeting requirements - More usable - Better at support Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs Syntho](https://www.g2.com/compare/gretel-ai-vs-syntho) **Compare Syntho with other alternatives:** - [Syntho vs Tonic.ai](https://www.g2.com/compare/syntho-vs-tonic-ai) - [Syntho vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-syntho) - [Syntho vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-syntho) - [Syntho vs K2View](https://www.g2.com/compare/k2view-vs-syntho) - [Syntho vs Tumult Analytics](https://www.g2.com/compare/syntho-vs-tumult-analytics) - [Syntho vs YData](https://www.g2.com/compare/syntho-vs-ydata) - [Syntho vs Synthesis AI](https://www.g2.com/compare/synthesis-ai-vs-syntho) - [Syntho vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-syntho) - [Syntho vs Statice](https://www.g2.com/compare/statice-vs-syntho) ### 10. [Statice](https://www.g2.com/products/statice/reviews) By Statice **Average Rating:** 4.1/5 **Total Reviews:** 4 Statice allows you to freely work with your customers data by securely anonymizing it. This protects your customers and opens up new data-driven opportunities. Categories in common with Gretel.ai: [Synthetic Data](https://www.g2.com/categories/synthetic-data) **Compare:** [Gretel.ai vs Statice](https://www.g2.com/compare/gretel-ai-vs-statice) **Compare Statice with other alternatives:** - [Statice vs Tonic.ai](https://www.g2.com/compare/statice-vs-tonic-ai) - [Statice vs MOSTLY AI Synthetic Data Platform](https://www.g2.com/compare/mostly-ai-synthetic-data-platform-vs-statice) - [Statice vs IBM watsonx.ai](https://www.g2.com/compare/ibm-watsonx-ai-vs-statice) - [Statice vs K2View](https://www.g2.com/compare/k2view-vs-statice) - [Statice vs Tumult Analytics](https://www.g2.com/compare/statice-vs-tumult-analytics) - [Statice vs YData](https://www.g2.com/compare/statice-vs-ydata) - [Statice vs Synthesis AI](https://www.g2.com/compare/statice-vs-synthesis-ai) - [Statice vs CA Test Data Manager](https://www.g2.com/compare/ca-test-data-manager-vs-statice) - [Statice vs Syntho](https://www.g2.com/compare/statice-vs-syntho) ## Explore Articles - [What specific conditions can be used to build conditional access policies?](https://www.g2.com/discussions/what-specific-conditions-can-be-used-to-build-conditional-access-policies) - [Best software to monitor network for SaaS companies](https://www.g2.com/discussions/best-software-to-monitor-network-for-saas-companies) - [What are the top DBMS solutions for hybrid deployments?](https://www.g2.com/discussions/what-are-the-top-dbms-solutions-for-hybrid-deployments) - [Which digital signage app works best on tablets](https://www.g2.com/discussions/which-digital-signage-app-works-best-on-tablets) - [Which feature management platforms work best for teams managing thousands of flags across multiple environments?](https://www.g2.com/discussions/which-feature-management-platforms-work-best-for-teams-managing-thousands-of-flags-across-multiple-environments) - [Best customer loyalty software for service businesses](https://www.g2.com/discussions/best-customer-loyalty-software-for-service-businesses) ## Spotlight Categories - [Time Tracking Software](https://www.g2.com/categories/time-tracking-software) - [Field Service Management Software](https://www.g2.com/categories/field-service-management) - [Product Information Management (PIM) Systems](https://www.g2.com/categories/product-information-management-pim)