Drata vs Mage Data Comparison: Reviews, Features, Pricing & Alternatives in 2026

Detailed side-by-side comparison to help you choose the right solution for your team

Updated Apr 2026 8 min read

Drata

0.0 (0 reviews)

Drata is a compliance automation platform that helps you achieve and maintain continuous security compliance across frameworks like SOC 2, ISO 27001, and HIPAA through automated evidence collection.

Starting at --
Free Trial NO FREE TRIAL
VS

Mage Data

0.0 (0 reviews)

Mage Data provides a comprehensive data security platform that helps you discover, classify, and protect sensitive information across your entire enterprise data landscape to ensure compliance.

Starting at --
Free Trial NO FREE TRIAL

Quick Comparison

Feature Drata Mage Data
Website drata.com mage-data.ai
Pricing Model Custom Custom
Starting Price Custom Pricing Custom Pricing
FREE Trial ✘ No free trial ✘ No free trial
Free Plan ✘ No free plan ✘ No free plan
Product Demo ✓ Request demo here ✓ Request demo here
Deployment saas saas on-premise
Integrations AWS Google Cloud Azure Slack Jira GitHub Gusto Okta Vanta Salesforce Oracle Microsoft SQL Server SAP Snowflake Amazon S3 Google Cloud Storage Teradata IBM DB2 PostgreSQL MongoDB
Target Users small-business mid-market enterprise mid-market enterprise
Target Industries healthcare finance government
Customer Count 0 0
Founded Year 2020 2014
Headquarters San Diego, USA Princeton, USA

Overview

D

Drata

Drata helps you automate your entire compliance journey by connecting directly to your tech stack. Instead of manually collecting screenshots and spreadsheets, you can integrate your cloud providers, HR systems, and developer tools to monitor your security posture in real-time. The platform automatically gathers evidence for audits, ensuring you stay compliant every day of the year rather than just once an annual cycle.

You can manage multiple frameworks simultaneously, including SOC 2, ISO 27001, HIPAA, and GDPR, from a single centralized dashboard. The software provides pre-mapped controls and automated tests that alert you the moment a security gap appears. This proactive approach reduces the time your team spends on manual audit prep by hundreds of hours, allowing you to focus on building your product while maintaining trust with your customers.

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Mage Data

Mage Data helps you secure your most sensitive information by providing a unified platform for data discovery and protection. You can automatically scan your entire data estate—including databases, cloud storage, and big data environments—to identify where sensitive data lives. Once discovered, the platform allows you to apply sophisticated security measures like static and dynamic data masking to keep your information safe from unauthorized access.

The platform is designed for mid-to-large enterprises and organizations in highly regulated industries like finance and healthcare. You can simplify your compliance journey for regulations like GDPR, CCPA, and HIPAA by maintaining a clear inventory of your data and enforcing consistent security policies. By automating these complex processes, you reduce the risk of data breaches while ensuring your teams have the data they need to stay productive.

Overview

D

Drata Features

  • Automated Evidence Collection Connect your cloud and HR tools to automatically gather audit-ready evidence without manual data entry or constant screenshots.
  • Continuous Monitoring Monitor your security controls 24/7 and receive instant alerts if any system falls out of compliance.
  • Pre-mapped Frameworks Access ready-to-use controls for SOC 2, ISO 27001, and HIPAA that map directly to your existing workflows.
  • Personnel Management Track employee background checks, security training completion, and policy acknowledgments automatically in one central location.
  • Risk Assessment Tool Identify and document your organization's security risks with built-in templates and automated scoring to prioritize your efforts.
  • Trust Center Build customer trust by sharing your real-time security posture and compliance reports through a professional, public-facing portal.
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Mage Data Features

  • Sensitive Data Discovery. Scan your structured and unstructured data sources automatically to find PII, PHI, and PCI data without manual effort.
  • Data Classification. Organize your discovered data into clear categories so you can apply the right security policies based on risk levels.
  • Static Data Masking. Create realistic but non-sensitive versions of your production data for use in testing, development, and analytics environments.
  • Dynamic Data Masking. Protect sensitive information in real-time by masking data as it is accessed, ensuring users only see what they need.
  • Data Privacy Vault. Isolate and tokenize your most sensitive data elements in a secure vault to minimize your overall attack surface.
  • Compliance Reporting. Generate detailed audit reports to demonstrate compliance with global privacy regulations like GDPR and CCPA to your stakeholders.

Pricing Comparison

D

Drata Pricing

M

Mage Data Pricing

Pros & Cons

M

Drata

Pros

  • Extensive library of native integrations saves significant time
  • Automated evidence collection eliminates manual spreadsheet tracking
  • Excellent customer success team provides expert audit guidance
  • User-friendly interface makes complex compliance tasks feel manageable

Cons

  • Initial setup requires significant time for deep integrations
  • Custom pricing can be high for very small startups
  • Occasional false positives in automated tests require manual review
A

Mage Data

Pros

  • Broad support for diverse data sources and platforms
  • Highly accurate automated data discovery and classification
  • Flexible masking options for both static and dynamic needs
  • Simplifies complex regulatory compliance workflows effectively

Cons

  • Initial configuration requires significant technical expertise
  • Documentation can be dense for non-technical users
  • Pricing is not transparent for smaller organizations
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