--- title: "Best Data Quality Software - 2026 Reviews & Pricing" description: "Find the best Data Quality Software for your organization. Compare top Data Quality Software systems with customer reviews, pricing, and free demos." source_url: "https://www.softwareadvice.com/data-quality/" page_type: "category" language: "en" --- [Home](https://www.softwareadvice.com/) / Data Quality Software Software Advice offers objective insights based on verified user reviews and independent product and market research. When our advisors match you to a software provider, we may earn a referral fee. # Best Data Quality Software of 2026 Updated November 9, 2026 On this page 1. Popular Comparisons 2. Related Software Filter products 178 results ### Compare Products Showing 1 - 25 of 178 products #### Company Size - Self-Employed - 2-10 - 11-50 - 51-200 - 201-500 - 501-1000 - 1000+ #### Pricing Options - $$$$$ - $$$$$ - $$$$$ - $$$$$ - $$$$$ ### Compare Products Sort by **Recommendations**: Sorts listings by the number of recommendations our advisors have made over the past 30 days. Our advisors assess buyers’ needs for free and only recommend products that meet buyers’ needs. Vendors pay Software Advice for these referrals. **Reviews**: Sorts listings by the number of user reviews we have published, greatest to least. **Average Rating**: Sorts listings by overall star rating based on user reviews, highest to lowest. **Alphabetically (A-Z)**: Sorts listings by product name from A to Z. ### [SAS Viya](/data-catalog/sas-viya-profile/) - Overall rating: 4.4/5 - Reviews: 12 - Free trial: Available - Free demo: Not available #### Overview SAS Viya is a cloud-native platform designed for data analytics, machine learning and data management. It supports organizations in industries such as banking, insurance, [Read more](/data-catalog/sas-viya-profile/) #### Features ##### Best rated features - Workflow Management: 5/5 - Self-service Analytics: 5/5 - Modeling & Simulation: 5/5 - Configurable Workflow: 5/5 ##### Worst rated features - Real-Time Analytics: 2/5 - Data Connectors: 2/5 - Visual Discovery: 2/5 - Data Extraction: 3/5 [See all features](/data-catalog/sas-viya-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-catalog/sas-viya-profile/#pricing-and-plans) --- ### [Landline Remover](/sms-marketing/landline-remover-profile/) - Overall rating: 5/5 - Reviews: 28 - Starting price: $190.00one time - Free trial: Available - Free demo: Not available #### Overview Landline Remover is a number verification solution that can easily determine which phone numbers are mobile and which are landlines. This will help people who are sending SMS [Read more](/sms-marketing/landline-remover-profile/) #### Features ##### Best rated features - Data Verification: 5/5 - Data Cleansing: 5/5 - Contact Management: 4.8/5 - Data Import/Export: 4.7/5 [See all features](/sms-marketing/landline-remover-profile/#key-features) #### Pricing ##### Plan 100K - Price: $190.00one time - $0.0019 / credit with 100,000 credit [See full pricing details](/sms-marketing/landline-remover-profile/#pricing-and-plans) --- ### [Metaplane](/data-quality/metaplane-profile/) - Overall rating: 5/5 - Reviews: 23 - Starting price: $1,249.00/month - Free trial: Available - Free demo: Not available #### Overview Metaplane is a data observability platform that provides visibility into data systems and pipelines. It is designed for data engineers and data scientists in large enterprises with [Read more](/data-quality/metaplane-profile/) #### Pricing ##### Basic - Price: $1,249.00/month [See full pricing details](/data-quality/metaplane-profile/#pricing-and-plans) --- ### [Byteplant Email Validator](/email-verification/email-validator-profile/) - Overall rating: 4.8/5 - Reviews: 31 - Starting price: $5.90one time - Free trial: Available - Free demo: Not available #### Overview Byteplant Email-Validator is a Market Leader in Email Validation - remove invalid, disposable and spam-trap emails from your CRM and Database. Powerful and easy-to-use API and [Read more](/email-verification/email-validator-profile/) #### Features ##### Best rated features - Data Import/Export: 5/5 - Self Service Portal: 5/5 - Email Marketing: 5/5 - Reporting & Statistics: 5/5 ##### Worst rated features - Bulk Email Verification: 4/5 [See all features](/email-verification/email-validator-profile/#key-features) #### Pricing ##### Basic - Price: $5.90one time [See full pricing details](/email-verification/email-validator-profile/#pricing-and-plans) --- ### [Rulex](/bi/rulex-profile/) - Overall rating: 4.9/5 - Reviews: 15 - Starting price: €95.00/month - Free trial: Available - Free demo: Not available #### Overview Rulex is a cloud-based no-code solution that helps businesses streamline data preparation, machine learning, and optimization operations. The platform can be accessed from multiple [Read more](/bi/rulex-profile/) #### Features ##### Best rated features - Data Integration: 5/5 - Workflow Management: 5/5 - Task Management: 5/5 - Workflow Configuration: 5/5 ##### Worst rated features - API: 3/5 - Business Process Automation: 3/5 - Collaboration Tools: 4/5 [See all features](/bi/rulex-profile/#key-features) #### Pricing ##### Rulex Factory Lite - Price: €95.00/month - Rulex Factory Lite is the starting level license, ideal for small business and single users, working ##### Rulex Factory Personal - Price: €540.00/month - Rulex Factory Personal is the middle level license, suitable for users who need advanced features ##### Rulex Factory Enterprise - Price: Custom - Pricing available upon request - Rulex Factory Enterprise is the most complete license, suitable for enterprise multi-user [See full pricing details](/bi/rulex-profile/#pricing-and-plans) --- ### [Waaila](/data-quality/waaila-profile/) - Overall rating: 4.8/5 - Reviews: 13 - Starting price: $19.90/month - Free trial: Not available - Free demo: Not available #### Overview Waaila is an automated web analytics auditing application that caters to digital marketers and web analysts who want to ensure accurate analytics data. It offers automated audits [Read more](/data-quality/waaila-profile/) #### Features ##### Best rated features - Performance Metrics: 5/5 - Duplicate Detection: 5/5 - Data Verification: 5/5 - Data Discovery: 4.7/5 [See all features](/data-quality/waaila-profile/#key-features) --- ### [nuvo](/data-quality/nuvo-profile/) - Overall rating: 5/5 - Reviews: 6 - Free trial: Not available - Free demo: Not available #### Overview nuvo is a cloud-based and on-premise database platform that helps small to large businesses manage data via cleaning, validation, sharing and more. Key features include artificial [Read more](/data-quality/nuvo-profile/) #### Features ##### Best rated features - Data Extraction: 5/5 - Data Quality Control: 5/5 - Data Mapping: 5/5 - AI/Machine Learning: 5/5 ##### Worst rated features - Data Storage Management: 4/5 [See all features](/data-quality/nuvo-profile/#key-features) --- ### [Traction Complete](/crm/traction-complete-profile/) - Overall rating: 4.8/5 - Reviews: 9 - Starting price: $15.00/month - Free trial: Not available - Free demo: Not available #### Overview Traction Complete's RevOps Data Management Suite for Salesforce helps teams cleanse, connect, and orchestrate data. Since 2019, we've been on a mission to automate complex data [Read more](/crm/traction-complete-profile/) --- ### [Sign on Tab](/product/492513-Sign-on-Tab/) - Overall rating: 5/5 - Reviews: 5 - Starting price: €10.00/month - Free trial: Available - Free demo: Not available #### Overview Sign on Tab is a digital consent management solution designed for healthcare businesses. It offers a suite of tools to streamline the consent process, improve workflow efficiency, [Read more](/product/492513-Sign-on-Tab/) #### Features ##### Best rated features - File Sharing: 5/5 - Third-Party Integrations: 5/5 - Document Management: 5/5 - Workflow Management: 5/5 ##### Worst rated features - Forms Management: 4/5 [See all features](/product/492513-Sign-on-Tab/#key-features) #### Pricing ##### Signing via link - Price: €10.00/month - Signing via link [See full pricing details](/product/492513-Sign-on-Tab/#pricing-and-plans) --- ### [Accurity](/data-governance/accurity-profile/) - Overall rating: 4.8/5 - Reviews: 9 - Starting price: $9,900.00/year - Free trial: Available - Free demo: Not available #### Overview Accurity is a data intelligence platform designed to help businesses, from small to big, with data management and governance processes. Businesses can choose from a range of [Read more](/data-governance/accurity-profile/) #### Features ##### Best rated features - Data Discovery: 5/5 - Data Lineage: 5/5 - Customizable Rules: 5/5 - Access Controls/Permissions: 5/5 ##### Worst rated features - Data Quality Control: 1/5 [See all features](/data-governance/accurity-profile/#key-features) #### Pricing ##### Professional - Price: $9,900.00/year [See full pricing details](/data-governance/accurity-profile/#pricing-and-plans) --- ### [Flookup Data Wrangler](/data-quality/flookup-for-google-sheets-profile/) - Overall rating: 4.8/5 - Reviews: 11 - Starting price: $12.00one time - Free trial: Available - Free demo: Not available #### Overview Flookup is a powerful solution for data cleaning, designed to examine your spreadsheets with precision and identify entries that are either exact matches or share a high degree of [Read more](/data-quality/flookup-for-google-sheets-profile/) #### Features ##### Best rated features - Data Cleansing: 5/5 - Duplicate Detection: 4.8/5 - Reporting/Analytics: 4.8/5 - Match & Merge: 4.7/5 [See all features](/data-quality/flookup-for-google-sheets-profile/#key-features) #### Pricing ##### Flookup Data Wrangler - Price: $12.00one time - The 1-Year Pass unlocks everything in Flookup Data Wrangler for Google Sheets for 365 days from [See full pricing details](/data-quality/flookup-for-google-sheets-profile/#pricing-and-plans) --- ### [DataGroomr](/data-quality/datagroomr-profile/) - Overall rating: 4.7/5 - Reviews: 10 - Starting price: $99.00/year - Free trial: Available - Free demo: Not available #### Overview Salesforce's Simple Deduplication & Data Hygiene App Machine learning-based duplicate management is what DataGroomr does. Smartly deduplicate Salesforce data. No setup is [Read more](/data-quality/datagroomr-profile/) #### Features ##### Best rated features - Data Import/Export: 5/5 - Data Transformation: 5/5 - Master Data Management: 5/5 - Match & Merge: 5/5 [See all features](/data-quality/datagroomr-profile/#key-features) #### Pricing ##### Basic - Price: $99.00/year [See full pricing details](/data-quality/datagroomr-profile/#pricing-and-plans) --- ### [Byteplant Phone Validator](/data-management/phone-validator-profile/) - Overall rating: 4.8/5 - Reviews: 23 - Starting price: $34.00/month - Free trial: Available - Free demo: Not available #### Overview Byteplant's Phone Validator can automatically detect phone number typos in sign-up forms, so you can maintain high-quality contacts. The platform can also analyze areas of [Read more](/data-management/phone-validator-profile/) #### Features ##### Best rated features - Workflow Management: 5/5 - Visual Analytics: 5/5 - Duplicate Detection: 5/5 - Metadata Management: 5/5 ##### Worst rated features - Real-Time Monitoring: 2/5 - Version Control: 3/5 [See all features](/data-management/phone-validator-profile/#key-features) #### Pricing ##### Basic - Price: $34.00/month [See full pricing details](/data-management/phone-validator-profile/#pricing-and-plans) --- ### [Snowplow BDP](/master-data-management/snowplow-insights-profile/) - Overall rating: 4.8/5 - Reviews: 9 - Starting price: $1,500.00/month - Free trial: Not available - Free demo: Not available #### Overview Snowplow Insights is a cloud-based data collection platform that helps businesses of all sizes collect and store data from across the web in real-time. Key features include data [Read more](/master-data-management/snowplow-insights-profile/) --- ### [Databuck](/data-quality/databuck-profile/) - Overall rating: 4.8/5 - Reviews: 6 - Starting price: $36,000.00/year - Free trial: Available - Free demo: Not available #### Overview DataBuck is most useful when you need to validate and reconcile data autonomously using AI/ML algorithms. It is designed for big data volume and cloud data sources. DataBuck [Read more](/data-quality/databuck-profile/) #### Features ##### Best rated features - Data Verification: 4.7/5 - Data Profiling: 4.5/5 - Single Sign On: 4.3/5 - Monitoring: 4.2/5 ##### Worst rated features - Compliance Management: 4/5 [See all features](/data-quality/databuck-profile/#key-features) #### Pricing ##### Basic - Price: $36,000.00/year [See full pricing details](/data-quality/databuck-profile/#pricing-and-plans) --- ### [Lariat](/product/437651-Lariat/) - Overall rating: 5/5 - Reviews: 3 - Starting price: $19.00/month - Free trial: Available - Free demo: Not available #### Overview Lariat is a cloud-based data quality software that is designed to enable data engineers to detect data problems, ensuring they are addressed before affecting end-users. It [Read more](/product/437651-Lariat/) #### Features ##### Best rated features - Search/Filter: 5/5 - Data Synchronization: 5/5 - Third-Party Integrations: 5/5 - Customizable Reports: 5/5 ##### Worst rated features - Reporting & Statistics: 4/5 [See all features](/product/437651-Lariat/#key-features) #### Pricing ##### Starter - Price: $19.00/month - For hobbyists with a smaller data footprint 10 tables per data source Unlimited out-of-the-box ##### Team - Price: $899.00 - For nimble teams needing coverage across the data stack ##### Pro - Price: $1,499.00 - For sophisticated and high-velocity data organizations [See full pricing details](/product/437651-Lariat/#pricing-and-plans) --- ### [Metaphor](/data-management/metaphor-profile/) - Overall rating: 5/5 - Reviews: 3 - Free trial: Not available - Free demo: Not available #### Overview Metaphor is a data management solution that integrates with the data stack, enabling agility and scalability for dynamic data environments. It ensures full compatibility with [Read more](/data-management/metaphor-profile/) #### Features ##### Best rated features - Collaboration Tools: 5/5 - Data Catalog: 5/5 - Metadata Management: 4.5/5 - Data Discovery: 4.5/5 ##### Worst rated features - AI/Machine Learning: 4/5 - Search/Filter: 4/5 - Natural Language Search: 4/5 [See all features](/data-management/metaphor-profile/#key-features) --- ### [Mozart Data](/bi/mozart-data-profile/) - Overall rating: 5/5 - Reviews: 3 - Free trial: Available - Free demo: Not available #### Overview Backed by award-winning data analyst support, Mozart Data is the fastest way to set up scalable, reliable data infrastructure that doesn’t need to be maintained by you. Mozart [Read more](/bi/mozart-data-profile/) #### Features ##### Best rated features - Query Builder: 5/5 - Alerts/Notifications: 5/5 - Ad hoc Reporting: 5/5 - Data Capture and Transfer: 5/5 [See all features](/bi/mozart-data-profile/#key-features) --- ### [datuum.ai](/data-extraction/datuum-ai-profile/) - Overall rating: 5/5 - Reviews: 3 - Free trial: Not available - Free demo: Not available #### Overview Datuum is an AI-powered platform that simplifies the customer data onboarding process by automating data integration from diverse sources. Moreover, you don't need any coding [Read more](/data-extraction/datuum-ai-profile/) #### Features ##### Best rated features - Third-Party Integrations: 5/5 - Data Migration: 5/5 - Data Mapping: 5/5 [See all features](/data-extraction/datuum-ai-profile/#key-features) --- ### [Addressfinder](/email-verification/addressfinder-profile/) - Overall rating: 4.7/5 - Reviews: 27 - Free trial: Available - Free demo: Not available #### Overview Addressfinder provides dependable and accurate address solutions for business owners that are looking to enhance their website forms and checkouts or clean up their address [Read more](/email-verification/addressfinder-profile/) #### Features ##### Best rated features - Data Verification: 5/5 - Automatic Formatting: 5/5 - Match & Merge: 5/5 - Data Import/Export: 5/5 ##### Worst rated features - Reporting/Analytics: 1/5 - Data Cleansing: 3.7/5 [See all features](/email-verification/addressfinder-profile/#key-features) #### Pricing ##### Free trial - Price: Custom - Pricing available upon request - 30 day free trial, includes 1,000 lookups and access to Addressfinder services so you can get up and ##### Agile - Price: Custom - Pricing available upon request - Great for online retailers and small businesses. Verify data with the full power of Addressfinder. ##### Business - Price: Custom - Pricing available upon request - Ideal for mature organisations. Build and manage your own custom verification service. Plan features [See full pricing details](/email-verification/addressfinder-profile/#pricing-and-plans) --- ### [Semarchy xDM](/data-management/convergence-for-mdm-profile/) - Overall rating: 4.8/5 - Reviews: 8 - Free trial: Available - Free demo: Not available #### Overview Semarchy is the creator of the Intelligent Data Hub. Its xDM platform solves for enterprise Master Data Management (MDM), Application Data Management (ADM), and Collaborative Data [Read more](/data-management/convergence-for-mdm-profile/) #### Features ##### Best rated features - Data Mapping: 5/5 - Third-Party Integrations: 5/5 - Data Integration: 5/5 - Data Connectors: 5/5 ##### Worst rated features - Address Validation: 4/5 [See all features](/data-management/convergence-for-mdm-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-management/convergence-for-mdm-profile/#pricing-and-plans) --- ### [DigitalRoute](/data-management-platforms/digitalroute-profile/) - Overall rating: 4.8/5 - Reviews: 13 - Free trial: Available - Free demo: Not available #### Overview DigitalRoute is a data management platform that helps businesses integrate the platform with any system within a company's IT infrastructure to gather, process, enhance, and [Read more](/data-management-platforms/digitalroute-profile/) #### Features ##### Best rated features - Invoice History: 5/5 - Data Extraction: 5/5 - Online Invoicing: 5/5 - Workflow Management: 5/5 ##### Worst rated features - Reporting/Analytics: 3.8/5 [See all features](/data-management-platforms/digitalroute-profile/#key-features) #### Pricing ##### Basic - Price: Custom - Pricing available upon request [See full pricing details](/data-management-platforms/digitalroute-profile/#pricing-and-plans) --- ### [Experian Email Verification](/marketing/experian-email-verification-profile/) - Overall rating: 4.8/5 - Reviews: 5 - Starting price: $1,000.00/year - Free trial: Available - Free demo: Not available #### Overview Experian Email Validation helps organisations verify email addresses, syntax, format, domain and more using API. The platform lets enterprises evaluate email databases to locate [Read more](/marketing/experian-email-verification-profile/) #### Features ##### Best rated features - Disposable Email Detection: 5/5 - Syntax Check: 5/5 - Spam Detection: 5/5 - Catch-all Server Detection: 5/5 [See all features](/marketing/experian-email-verification-profile/#key-features) #### Pricing ##### Basic - Price: $1,000.00/year [See full pricing details](/marketing/experian-email-verification-profile/#pricing-and-plans) --- 1 [2](https://www.softwareadvice.com/data-quality/?__ai_markdown=true&page=2)[3](https://www.softwareadvice.com/data-quality/?__ai_markdown=true&page=3)[4](https://www.softwareadvice.com/data-quality/?__ai_markdown=true&page=4)[5](https://www.softwareadvice.com/data-quality/?__ai_markdown=true&page=5) ... [8](https://www.softwareadvice.com/data-quality/?__ai_markdown=true&page=8) ## Popular Comparisons [ Byteplant Email Validator vs Addressfinder ](https://www.softwareadvice.com/email-verification/addressfinder-profile/vs/email-validator/) ### Related Data Quality Software - [Big Data Software](https://www.softwareadvice.com/bi/big-data-comparison/) - [Business Intelligence Software](https://www.softwareadvice.com/bi/) - [Contact Management Software](https://www.softwareadvice.com/crm/contact-management-comparison/) - [Data Governance Software](https://www.softwareadvice.com/data-governance/) - [Data Preparation Software](https://www.softwareadvice.com/bi/data-preparation-comparison/) - [Lead Management Software](https://www.softwareadvice.com/marketing/lead-management-comparison/) - [Master Data Management Software](https://www.softwareadvice.com/master-data-management/)